# Untapped Capital

Research-led inception investing

## We invest before the category is obvious.

Untapped Capital researches at the frontier, builds with what it finds, and publishes what it learns. The work comes before the pitch; that is how the conversation is earned.

### Make the question tangible.

Research becomes more useful when it produces something other people can inspect. We build small prototypes, publish them early, and learn from the response.

### Public exploration. Private judgment.

We share the work while it is still a question, not a claim. The conversation can start in public; every investment decision is still made one company at a time.

### A question is not a mandate.

Research themes change as technology moves. They sharpen what we ask and help us find people close to the frontier; they do not replace judgment or become investment quotas.

## Before it’s obvious, in six movements.

The questions keep changing. The method stays the same. Open each movement to follow the full narrative behind how Untapped researches, builds, meets, underwrites, and supports.

### 1. The work earns the conversation

_A cappella · stomps and claps · call and response_

Untapped Capital. We invest before the category is obvious.
We research at the frontier, build with what we find, and publish what we learn.
The work comes before the pitch; that is how the conversation is earned.
(Before it's obvious.) Research at the frontier. (Before it's obvious.) Invest at inception.

### 2. Public exploration. Private judgment.

_Electro swing · brass · house kick_

By the time a category is obvious, capital and consensus have arrived.
We would rather be early, with something built, and a question worth a founder's time.
Public exploration. Private judgment. Practical support.
We want to meet founders through the work, before there is a round to report.

### 3. The pattern is the method

_Electro swing continues_

The questions change; the method persists.
Twenty-twenty, no-code: could you build real software without engineers?
Twenty-twenty-one, PixelBeasts: what does a community do with what it owns?
Twenty-twenty-three, Baby A.G.I.: can a small loop plan, act, and remember on its own?
Instagraph: can text become a knowledge graph, and can A.I. keep a memory?
Then self-building agents. Then autonomous organizations. The question keeps arriving before the name.
Each time we built something small that made it real, and shared it while it was still a question, not a claim.
The people working on the same question found us, and the conversation started before the company existed.
The pattern is the method. The decision is always one company at a time.

### 4. Seven steps, one cycle

_Warm · sung · full band_

Research: frame the question. Build: make it tangible. Publish: invite critique.
Meet: find the people closest to it. Underwrite: judge each company alone.
Support: reach the next milestone. Learn: feed the next cycle.

### 5. The questions that sharpen judgment

_Half-time jazz trio · crooned · half-spoken_

Three questions on every company: what just became possible, why this team, where is the wedge.
Research sharpens the questions; it never makes the decision.
After the check, we bring a current point of view: the narrative, the product direction, where A.I. is headed, and what to build next.
We build our own tools as well. A.I. proposes; people decide.
The work should stand up to scrutiny.

### 6. The method stays the same

_Tropical house · steel drums · bright_

Our questions will keep changing; a question is not a mandate.
If you are building where the frontier is moving, we would like to meet you through the work,
before it's obvious, before the round, before the category has a name.
The questions will change. The method stays the same.

**Refrain:** Before it’s obvious. Research at the frontier. Invest at inception.

**Outro:** Before it's obvious. Research at the frontier. Before it's obvious. Invest at inception. Before it's obvious. Untapped Capital. Untapped dot V.C.

## Featured media

### Untapped Capital — Before It’s Obvious

2026 music video · 2026 · 3:34

A near-final preview of the 2026 Untapped Capital music video, built around the research, build, publish, meet, underwrite, support, and learn method. A final cut will replace this placeholder.

- Watch: /media/untapped-capital-2026-preview.mp4

### Alien + Unicorn — An Untapped Introduction

2025 Fund II intro · 2025-09-19 · 0:44

The subtitled 2025 short introducing Untapped Capital through an alien and a unicorn discussing early-stage investing, BabyAGI, and finding ideas before they are obvious.

- Watch: /media/alien-unicorn-introduction-2025.mp4

## Current research questions

### Agents that do the work

How capable agents move from demos into teams: communicating across channels, navigating software, testing products, researching decisions, and acting within owner-defined boundaries.

Companies: [Anyreach](https://anyreach.ai/), [General Intelligence](https://www.generalintelligencecompany.com/), [Intelligent Internet](https://ii.inc/), [Variata](https://variata.ai/), [Wokelo](https://www.wokelo.ai/), [Zinley](https://zinley.com/)

### The infrastructure agents need

Execution environments, authorization, observability, knowledge graphs, durable memory, data access, and local inference for agents that must work reliably over time.

Companies: [Agnost AI](https://agnost.ai/), [Atheon](https://atheon-inc.com/), [Covenant Labs](https://covenantlabs.ai/), [Denied](https://denied.dev/), [E2B](https://e2b.dev/), [FalkorDB](https://www.falkordb.com/), [FlyMy.AI](https://flymy.ai/), [Monid](https://monid.ai/), [RunAnywhere](https://www.runanywhere.ai/), [VideoDB](https://www.videodb.io/)

### AI-native business workflows

What changes when intelligence is built into the operating layer of legal, finance, energy, health, science, restaurants, creative production, and enterprise data work.

Companies: [Basil Systems](https://www.basilsystems.com/), [Atheon](https://atheon-inc.com/), [Clave](https://tryclave.ai/), [DocDraft](https://www.docdraft.ai/), [Duet](https://duetinc.com/), [Eli](https://www.eli.build/), [Eridale](https://www.eridale.com/), [Explore Science](https://explorescience.ai/), [Layers](https://layers.com/), [Legix](https://www.legix.ai/), [Pass_by](https://passby.com/), [Payman AI](https://paymanai.com/), [Salmon Labs](https://salmonrun.ai/), [Wokelo](https://www.wokelo.ai/)

### Software remaking physical work

How better models, automation, power systems, and operating software change aircraft, buildings, kitchens, manufacturing, ships, and the infrastructure around them.

Companies: [Antim Labs](https://antimlabs.com/), [Avol Aerospace](https://www.avolaerospace.com/), [Eli](https://www.eli.build/), [Eridale](https://www.eridale.com/), [Forge Shipyard](https://www.forgeshipyard.com/), [Hayla](https://hayla.ai/), [Mars Materials](https://www.marsmaterials.tech/), [Steelbot](https://steel.bot/), [Tennibot](https://www.tennibot.com/), [Windmill](https://windmillair.com/)

### Memory becomes infrastructure

What durable context looks like when people and agents need to retrieve, connect, and act on knowledge across long-running work.

Companies: [FalkorDB](https://www.falkordb.com/), [Glasp](https://glasp.co/), [Monid](https://monid.ai/), [VideoDB](https://www.videodb.io/), [Intelligent Internet](https://ii.inc/), [Covenant Labs](https://covenantlabs.ai/)

### Agents need a place to act

Sandboxes, permissions, local inference, communication surfaces, and payment rails for software that must do real work rather than only answer questions.

Companies: [E2B](https://e2b.dev/), [Denied](https://denied.dev/), [RunAnywhere](https://www.runanywhere.ai/), [Anyreach](https://anyreach.ai/), [Variata](https://variata.ai/), [Payman AI](https://paymanai.com/), [FlyMy.AI](https://flymy.ai/)

### Expert work is being rebuilt

Domain-specific systems that make legal, diligence, science, health, finance, and data work more legible without pretending judgment can be automated away.

Companies: [DocDraft](https://www.docdraft.ai/), [Legix](https://www.legix.ai/), [Wokelo](https://www.wokelo.ai/), [Basil Systems](https://www.basilsystems.com/), [Explore Science](https://explorescience.ai/), [Agnost AI](https://agnost.ai/), [Eridale](https://www.eridale.com/)

### Ownership and money for new actors

The coordination, ownership, identity, and payment layers needed when employees, communities, software agents, and small brands participate directly.

Companies: [Common Trust](https://www.common-trust.com/), [Swipelux](https://www.swipelux.com/), [Clave](https://tryclave.ai/), [Payman AI](https://paymanai.com/), [The Folklore](https://thefolklore.com/), [Olive Group](https://www.oliveltd.com/)

### Creative tools become collaborators

New ways to make, edit, organize, and inhabit media when software participates in the creative loop and audiences help shape the result.

Companies: [Mage](https://www.mage.space/), [Layers](https://layers.com/), [Playhead](https://playhead.fm/), [VideoDB](https://www.videodb.io/), [Pixels](https://pixels.xyz/), [Character](https://withcharacter.com/), [Glasp](https://glasp.co/), [Intelligent Internet](https://ii.inc/)

### Care moves closer to everyday life

Products that bring health, aging, accessibility, and continuous support into homes and daily routines instead of leaving them inside institutional workflows.

Companies: [Senior Sign](https://www.seniorsign.com/), [Awayward](https://www.awayward.com/), [Duet](https://duetinc.com/), [Basil Systems](https://www.basilsystems.com/), [Avol Aerospace](https://www.avolaerospace.com/)

### Climate systems become software

Operational layers for the materials, machines, buildings, transport, and verification work required to turn physical decarbonization into repeatable systems.

Companies: [Eli](https://www.eli.build/), [Mars Materials](https://www.marsmaterials.tech/), [Windmill](https://windmillair.com/), [Steelbot](https://steel.bot/), [Forge Shipyard](https://www.forgeshipyard.com/), [Avol Aerospace](https://www.avolaerospace.com/), [Patina](https://patina.global/), [Antim Labs](https://antimlabs.com/)

## The method

1. **Research:** Frame a live question around a new capability, paper, or overlooked corner of the ecosystem — often before a market is legible. (e.g. early agent loops, knowledge graphs, NFT mechanics)
2. **Build:** Turn the question into a working prototype. Code makes the idea tangible and exposes the sharp edges that summaries miss. (e.g. BabyAGI · Instagraph · PixelBeasts)
3. **Publish:** Share the prototype, paper, or field note so other people can inspect it, respond, and sharpen the next question. (public work invites useful critique)
4. **Meet:** The work creates context for conversations with founders, researchers, and builders who are close to the problem. (shared questions before a financing process)
5. **Underwrite:** Turn early context into a clear, independent view of the team, problem, product, and market at inception. (conviction before consensus)
6. **Support:** Help the company reach its next milestone with a current point of view on narrative, product direction, where AI is headed, and what to build next. (practical support after the check)
7. **Learn:** Feed lessons from the work and the portfolio into the next research cycle while the questions continue to evolve. (a disciplined learning loop)

## Research sharpens the questions. It never makes the decision.

Every company is judged on its own. The public work creates useful context; conviction still comes from specific underwriting.

- **What just became possible?** Name the technical or behavioral shift that creates a new opening now — not someday.
- **Why this team?** Look for earned insight, unusual speed, and a reason this group sees the problem differently.
- **Where is the wedge?** Find the first narrow use case that can matter immediately and expand into something much larger.

### After the check, help reach the next milestone.

We bring a current point of view on the narrative, product direction, where AI is headed, and what to build next.

- Narrative
- Product direction
- Operating example

AI proposes; people decide. The work should stand up to scrutiny.

## The work connects

- [Structured research, build, and portfolio map](https://untapped-capital-public-staging.yoheinakajima.chatgpt.site/lineage/constellation.json)

- **PixelBeasts** — Generative NFT project. Building a generative world made the next layer tangible: persistent communities need places to play and better rails for moving value. Related portfolio companies: Pixels, Swipelux.
- **BabyAGI** — Autonomous agent framework. BabyAGI could plan, but useful agents still needed somewhere safe to act. E2B turns that missing environment into infrastructure. Related portfolio companies: E2B.
- **Instagraph** — Text → knowledge graph. As text became a living graph, memory stopped looking like a prompt problem. FalkorDB provides the graph layer for connected retrieval. Related portfolio companies: FalkorDB.
- **Automated content** — Generative pipelines. Building creative tools surfaced a broader question: can a system learn from every signal and run the next growth experiment itself? Layers turns that loop into autonomous marketing for apps. Related portfolio companies: Layers.
- **Self-improving agents** — Ouroboros experiments. Agents fail in conversation long before they improve. Agnost AI turns those failures into a product analytics loop. Related portfolio companies: Agnost AI.
- **Agent architecture** — Public research notes. Building agent systems made coordination—not isolated intelligence—the hard part. General Intelligence applies coordinated agents to business workflows. Related portfolio companies: General Intelligence.
- **arXiv experiments** — Research discovery bots. Research bots surfaced a bigger question: can AI participate in science itself? Explore Science is building tools for scientists and manuscript review. Related portfolio companies: Explore Science.

## General partner

### Yohei Nakajima

Yohei Nakajima is the founder and General Partner of Untapped Capital and the creator of BabyAGI. He has kept a public trail of agent frameworks, knowledge-graph experiments, research tools, and other prototypes since 2020. Building is how he explores, learns quickly, and meets founders working on what comes next.

- [Build log](https://yohei.me/)
- [GitHub](https://github.com/yoheinakajima)
- [BabyAGI](https://github.com/yoheinakajima/babyagi)
- [Google Scholar](https://scholar.google.com/citations?user=ar08sfwAAAAJ&hl=en)
- [X](https://x.com/yoheinakajima)
- [LinkedIn](https://www.linkedin.com/in/yoheinakajima)
- 31,707 stars across public github repositories (as of 2026-09-11; source: https://github.com/yoheinakajima?tab=repositories)
- 126 public builds in the build log (as of 2026-09-11; source: https://yohei.me/)
- 131 citations on google scholar (as of 2026-09-11; source: https://scholar.google.com/citations?user=ar08sfwAAAAJ&hl=en)

### TED Talk: How AI will help us connect with ourselves and each other

TEDAI 2023 · 8:25

Starting with BabyAGI, Yohei traces a larger question: how AI might reshape identity, language, and the way people understand one another.

- [Watch on TED](https://www.ted.com/talks/yohei_nakajima_how_ai_will_help_us_connect_with_ourselves_and_each_other)

## Portfolio (54 companies)

### Agnost AI

Product analytics for conversational AI agents, surfacing failures and recurring user friction from real conversations.

- Tags: Data & intelligence, AI infrastructure, Business software
- Official site: https://agnost.ai/
- Image subject: hundreds of conversational traces laid out as fine parallel threads, with recurring failure points gathering into a few visible clusters for inspection
- Composition: top-down analytical field, traces running left to right and a magnifying lens isolating the highest-friction cluster near the centre
- Motifs: product analytics for AI agents; silent failures made visible; patterns across real conversations
- Detail: each failure cluster links back to the exact handful of traces that formed it, while the remaining threads stay clean and continuous
- People policy: avoid
- Avoid: chat bubbles with readable text, humanoid robots, generic analytics dashboards, warning icons


### Antim Labs

Physical-AI simulation infrastructure for building structured 3D worlds and training and evaluating robots before real-world deployment.

- Tags: AI infrastructure, Climate & industry
- Official site: https://antimlabs.com/
- Image subject: a robotic arm learning the same precise physical task across a family of structured simulated 3D worlds, with friction, lighting, and object placement varied systematically
- Composition: split-depth scene, simulation worlds fan across the background while one real workcell at front receives the learned behavior
- Motifs: physical AI before deployment; worlds as training infrastructure; simulation grounded in reality
- Detail: the same grasp trajectory is tested against many controlled variations and converges into one reliable real-world motion
- People policy: avoid
- Avoid: humanoid robot faces, video-game combat, metaverse cityscapes, readable physics labels, brand logos


### Anyreach

An omnichannel AI employee for calls, email, chat, SMS, and WhatsApp that remembers customers and works inside business systems.

- Tags: AI infrastructure, Business software
- Official site: https://anyreach.ai/
- Image subject: one durable customer-memory core coordinating five communication channels at once, carrying the same context from a phone call into email, chat, and messaging workflows
- Composition: central memory object with distinct channel paths radiating outward and rejoining as one continuous customer journey
- Motifs: one employee across every channel; context that follows the customer; work inside existing systems
- Detail: a single unresolved request keeps the same colored thread as it moves between channels and finally closes
- People policy: avoid
- Avoid: people, faces, phone-company logos, chat bubbles with text, robot receptionists, call-center stock imagery


### Atheon

Scoped AI models built from proprietary production data, trained and deployed inside customer-controlled infrastructure.

- Tags: AI infrastructure, Data & intelligence, Business software
- Official site: https://atheon-inc.com/
- Image subject: a large general-purpose model being structurally pruned into one compact task-specific model that stays sealed inside a customer-controlled industrial computing environment
- Composition: wide transformation from an oversized branching model lattice at left through a precise pruning stage to a small complete model artifact running locally at right
- Motifs: production data becomes a model you own; one model for one scope; intelligence inside the trust boundary
- Detail: the compact model retains only the pathways used for its job and remains physically inside the same local environment from training through deployment
- People policy: avoid
- Avoid: brains, humanoid robots, padlocks, shields, glowing AI orbs, generic server racks, clouds, readable terminal text, surveillance imagery


### Avol Aerospace

Autonomous cargo aircraft focused on fast delivery of medical samples and other critical payloads.

- Tags: Climate & industry, Health & care
- Official site: https://www.avolaerospace.com/
- Image subject: the Avol blended-wing cargo aircraft from the reference image in level flight above an empty coastline, carrying something that matters
- Composition: low three-quarter view from below and behind, the aircraft in the upper third, a long empty horizon beneath it
- Motifs: cargo where roads do not go; one continuous wing; printed, not assembled
- Detail: the blended wing body and four lift rotors kept exactly as the reference; the printed layer lines catching the light along the leading edge
- People policy: avoid
- Avoid: airports, runways, crowds, military markings, cockpits, altering the airframe geometry


### Awayward

Video access to vetted, English-speaking, locally licensed doctors and coordinated follow-up care for international travelers.

- Tags: Health & care, Consumer & creative
- Official site: https://www.awayward.com/
- Image subject: an open travel case in an unfamiliar city connected by one clear video-care path to a locally licensed doctor, pharmacy, and delivered recovery package
- Composition: quiet hotel-room still life, travel objects in foreground and the coordinated local care network unfolding beyond the window
- Motifs: care wherever travel takes you; local medicine without the language barrier; follow-through after the call
- Detail: the care path continues from consultation through prescription and follow-up instead of ending at the screen
- People policy: avoid
- Avoid: patients, faces, flags, medical emergencies, readable passports, telehealth stock photography, red crosses


### Basil Systems

A life-sciences intelligence platform combining regulatory, clinical, safety, and commercial data for pharma and medtech teams.

- Tags: Health & care, Data & intelligence, Business software
- Official site: https://www.basilsystems.com/
- Image subject: regulatory filings, clinical evidence, safety signals, and commercial records flowing as four distinct evidence streams into one medicinal decision atlas
- Composition: overhead analytical landscape, sources entering from four corners and resolving around a single therapy pathway in the centre
- Motifs: life-sciences evidence connected; many sources, one answer; decisions with provenance
- Detail: each conclusion remains visibly tethered to the source stream that supports it
- People policy: avoid
- Avoid: patients, pills as decoration, readable medical records, hospital stock imagery, DNA helixes


### Character

A home-improvement brand for a new generation of DIYers, with project kits, expert support, and a three-drawer steel toolbox.

- Tags: Consumer & creative, Finance & commerce
- Official site: https://withcharacter.com/
- Image subject: the Character three-drawer steel toolbox from the reference image open on a lived-in home workbench, with a small set of durable hand tools organized across its top tray and drawers
- Composition: eye-level three-quarter view, the toolbox centred with one drawer open and enough of the home workshop visible to feel approachable rather than industrial
- Motifs: home improvement for a new generation; everything needed and nothing extra; professional tools made welcoming
- Detail: the toolbox's rounded rectangular shell, integrated top handle, central latch, top compartment, and two independently opening drawers kept exactly as the reference
- People policy: avoid
- Avoid: construction sites, people, power tools, loose clutter, readable logos, altering the toolbox geometry or drawer layout


### Clave

An AI operations layer for quick-service restaurants, connecting inventory, scheduling, catering, reporting, and back-office workflows.

- Tags: Business software, Finance & commerce
- Official site: https://tryclave.ai/
- Image subject: a busy quick-service restaurant operating as one coordinated system, with inventory bins, staff schedule blocks, catering orders, kitchen output, and reporting aligned around a central intelligence spine
- Composition: cutaway restaurant from stockroom through kitchen to counter and back office, all areas visible in one wide frame
- Motifs: restaurant operations connected; the back office runs itself; one intelligence layer
- Detail: a sudden catering order automatically adjusts ingredients, preparation timing, and staffing without disrupting regular service
- People policy: avoid
- Avoid: people, faces, readable menus, fast-food logos, humanoid robots, generic food photography


### Common Trust

An employee-ownership trust platform guiding business owners and teams through succession, transaction execution, and shared ownership.

- Tags: Finance & commerce, Business software
- Official site: https://www.common-trust.com/
- Image subject: a healthy main-street workshop being transferred intact from one pair of hands into a wide circle of employee hands, with the tools, keys, and operating rhythm preserved
- Composition: balanced frontal scene, the business at the centre and the ownership circle completing around it
- Motifs: succession without disappearance; shared ownership; a company passing to its people
- Detail: one continuous gold thread runs from the original key through every hand and back into the workshop
- People policy: avoid
- Avoid: faces, handshakes, stock certificates, readable contracts, corporate boardrooms, flags


### Covenant Labs

A sovereign private-AI operating system and encrypted-compute platform for running sensitive intelligence under organizational control.

- Tags: AI infrastructure, Data & intelligence
- Official site: https://covenantlabs.ai/
- Image subject: a private AI operating system running inside a sealed encrypted compute chamber, with sensitive knowledge entering, reasoning occurring, and answers leaving without the underlying data escaping
- Composition: architectural cutaway of the secure chamber, controlled inputs at left and governed outputs at right
- Motifs: sovereign intelligence; private compute; control stays with the organization
- Detail: knowledge fragments remain inside a nested lattice even as a clean abstract result passes through the boundary
- People policy: avoid
- Avoid: padlocks, spy imagery, flags, readable confidential documents, faces, glowing brain cores


### Denied

Runtime behavioral authorization that evaluates autonomous-agent tool calls against policy before execution.

- Tags: AI infrastructure, Business software
- Official site: https://denied.dev/
- Image subject: a stream of autonomous agent actions approaching a runtime turnstile that inspects behavior, context, and intent before allowing only the safe actions through
- Composition: side-on flow, proposed tool calls entering from left, a precise policy mechanism centred, approved execution continuing at right
- Motifs: authorization before action; behavioral policy at runtime; agents with boundaries
- Detail: one superficially normal action is diverted because its contextual path crosses a protected boundary
- People policy: avoid
- Avoid: police imagery, red warning screens, padlock clichés, readable code, humanoid agents, cybersecurity hoodies


### DocDraft

A legal platform combining AI-drafted documents with access to attorney guidance and review.

- Tags: Business software
- Official site: https://www.docdraft.ai/
- Image subject: a long legal document laid out flat with its structure exposed as scaffolding — clauses as beams, cross-references as tie rods
- Composition: steep overhead angle along the length of the document so it recedes toward the top of the frame
- Motifs: legal drafting; structure over prose; assembled, not written
- Detail: one beam being swapped out while the rest of the structure holds
- People policy: avoid
- Avoid: readable legal text, courtrooms, gavels, lawyers


### Duet

Operations software for non-emergency medical transportation, including booking, dispatch, tracking, billing, voice AI, and growth services.

- Tags: Health & care, Business software
- Official site: https://duetinc.com/
- Image subject: a coordinated non-emergency medical transport network linking homes, accessible vehicles, clinics, dispatch, and billing into one reliable daily route system
- Composition: overhead city route map with several vehicles, the dispatch core central, and care destinations clearly distinguished by form rather than labels
- Motifs: every ride coordinated; care begins before the clinic; operations from booking to billing
- Detail: one changing appointment automatically reroutes the right accessible vehicle while preserving every other pickup window
- People policy: avoid
- Avoid: patients, faces, ambulances, emergency lights, readable maps, medical crosses, rideshare logos


### E2B

Secure, isolated cloud sandboxes that give AI agents computers for running code and other workflows.

- Tags: AI infrastructure, Business software
- Official site: https://e2b.dev/
- Field-note question: Where can agents safely do real work?
- Wedge: A secure cloud sandbox an agent can create on demand, use like a computer, and discard.
- Why it matters: Agent loops become useful when they can act. E2B supplies the isolated environment around that action.
- Related public build: BabyAGI
- Image subject: a glass containment box on a laboratory bench with something energetic and self-directed running loose inside it, safely
- Composition: eye-level three-quarter view, the box centred and slightly larger than the frame is comfortable with
- Motifs: sandbox; safe execution; contained energy
- Detail: clean sealed seams, a single latch, faint scorch marks on the inside of the glass
- People policy: avoid
- Avoid: laboratory clutter, scientists, warning labels


### Eldil

Purchases and verifies hard-to-find print media for AI labs.

- Tags: Data & intelligence, Business software
- Official site: https://www.eldil.ai/
- Image subject: one brand signal travelling through many AI answer surfaces, with its visibility, citations, sentiment, and recommendation position mapped as a changing constellation
- Composition: panoramic analytical field, the brand source at left and multiple answer pathways resolving into a comparative visibility map at right
- Motifs: how AI systems see a brand; citations and sentiment; search beyond search engines
- Detail: every visible mention remains linked back to the source that influenced it, while gaps appear as honest empty space
- People policy: avoid
- Avoid: readable brand names, chatbot logos, faces, generic SEO charts, magnifying glasses, trophy rankings


### Eli

An AI-native financial operating system for building-energy upgrade programs, spanning eligibility, verification, compliance, and contractor payments.

- Tags: Climate & industry, Finance & commerce, Business software
- Official site: https://www.eli.build/
- Image subject: an older apartment building passing through one continuous retrofit line: eligibility is checked, insulation and heat pumps appear, energy performance is verified, and a contractor payment is released
- Composition: wide cutaway from left to right, four linked stages visible as one uninterrupted operating system
- Motifs: building upgrades that finance themselves; proof before payment; climate work made operational
- Detail: the same building silhouette persists through every stage while its energy leakage visibly falls
- People policy: avoid
- Avoid: readable forms, currency symbols, people, construction-site drama, generic green leaves


### EnlightApp

A classroom relationship game that helps students and teachers build belonging by learning about one another.

- Tags: Learning & community, Consumer & creative
- Official site: https://enlightapp.co/
- Image subject: an empty classroom whose desks are connected by a growing constellation of playful question cards, shared discoveries, and warm relationship threads
- Composition: slightly elevated view across the room, isolated desk islands becoming one connected pattern from foreground to back wall
- Motifs: guess to know one another; belonging made visible; a classroom becoming a community
- Detail: each new connection adds a small shared-color token to both desks without showing any readable answer
- People policy: avoid
- Avoid: students, faces, readable questions, test papers, school logos, generic graduation imagery


### Eridale

Robotics and software designed together for fast, consistent restaurant kitchens and more affordable real food.

- Tags: Climate & industry, Business software, Finance & commerce
- Official site: https://www.eridale.com/
- Image subject: a compact restaurant kitchen cell designed from the ground up around one menu, with two precise robotic arms handling repetitive preparation as a fresh plated meal emerges
- Composition: wide three-quarter view that shows the full cooking cell, ingredients entering at one end and a finished plate leaving at the other
- Motifs: restaurant robotics; menu and machine designed together; automation that leaves room for hospitality
- Detail: the robots repeat one careful preparation motion while the guest-facing counter beyond them remains calm and uncluttered
- People policy: avoid
- Avoid: humanoid robots, factory assembly lines, packaged junk food, readable menus, brand logos


### Explore Science

AI scientist and manuscript-review tools for working researchers.

- Tags: Data & intelligence, Learning & community, AI infrastructure
- Official site: https://explorescience.ai/
- Image subject: a library stack seen from inside, where a handful of volumes have pulled themselves forward off the shelves into a floating cluster
- Composition: one-point perspective down the aisle, the floating cluster hovering at mid-depth
- Motifs: research discovery; the relevant few; papers finding you
- Detail: faint threads connecting the floating volumes back to their original slots
- People policy: avoid
- Avoid: readable titles, librarians, computers


### FalkorDB

A graph database and GraphRAG platform for querying connected data and grounding AI applications.

- Tags: Data & intelligence, AI infrastructure
- Official site: https://www.falkordb.com/
- Image subject: a dense three-dimensional lattice of nodes and edges suspended in mid-air, every junction taut and load-bearing
- Composition: straight-on view, the lattice bleeding off all four edges of the frame, one node lit brighter than the rest
- Motifs: graph; relationships as structure; queries travelling the edges
- Detail: a single traced path running through the lattice from one corner to the opposite one
- People policy: avoid
- Avoid: computer screens, server racks, network diagrams with labels


### FlyMy.AI

A programmable AI cloud that turns plain-language instructions into connected models, data, GPUs, memory, sandboxed agents, and deployments.

- Tags: AI infrastructure, Data & intelligence
- Official site: https://flymy.ai/
- Image subject: one simple instruction card unfolding into a complete AI cloud assembly: model, connector, GPU, memory, secure sandbox, and running deployment
- Composition: isometric exploded view, the instruction at lower left and the assembled service rising in a clear sequence toward upper right
- Motifs: program the cloud in plain language; all the pieces connected; from intent to deployment
- Detail: every infrastructure module locks into one shared spine while remaining visibly replaceable
- People policy: avoid
- Avoid: readable prompts, cloud logos, server-room photographs, faces, magic wands, glowing brains


### Forge Shipyard

A 2D-to-3D model reconciliation platform for ship repair and maintenance, reconstructing reusable vessel models from historical drawings, inspection records, and legacy CAD.

- Tags: Climate & industry, Data & intelligence, Business software
- Official site: https://www.forgeshipyard.com/
- Image subject: a historic ocean-going vessel being reconstructed as a precise reusable 3D model from original paper ship drawings, inspection records, and fragments of legacy CAD
- Composition: wide three-quarter shipyard view, archival plans entering from the left, the complete vessel model at centre, and traceable evidence lines connecting every modeled section back to its source
- Motifs: history made inspectable; drawings reconciled into one vessel; evidence behind every surface
- Detail: the hull transitions from yellowed linework into a dimensional model while the source-to-model trail remains visibly intact
- People policy: avoid
- Avoid: people, faces, readable documents, military action, fantasy ships, generic AI brains, logos


### General Intelligence

An applied AI lab building coordinated agents to automate business workflows through Cofounder.

- Tags: AI infrastructure, Business software
- Official site: https://www.generalintelligencecompany.com/
- Image subject: a small business rendered as a coordinated system of specialist workstations — engineering, sales, operations, and finance — all working from one shared central context ledger without human operators
- Composition: elevated three-quarter view, the shared ledger at the centre and four distinct workstations arranged around it with tasks flowing between them
- Motifs: coordinated business agents; shared context; workflows that run together
- Detail: one task card visibly passing through all four stations while retaining the same identifying mark
- People policy: avoid
- Avoid: humanoid robots, brains, glowing orbs, readable dashboards, corporate logos


### Glasp

A social web and PDF highlighter that turns reading, annotations, and saved ideas into a durable AI-assisted learning memory.

- Tags: Data & intelligence, Learning & community, Consumer & creative
- Official site: https://glasp.co/
- Image subject: highlighted fragments lifted from many web pages and papers, clipped together into a personal knowledge garden that keeps growing between reading sessions
- Composition: overhead desk-like field, source pages around the perimeter and a coherent branching memory structure forming in the centre
- Motifs: learn in public; highlights that compound; a memory built from reading
- Detail: each colored highlight remains connected by a fine thread to its original page while related ideas cluster naturally
- People policy: avoid
- Avoid: readable paragraphs, browser chrome, faces, brains, glowing AI orbs, social-media logos


### Hayla

High-voltage DC power distribution and neural-network control for denser, more efficient AI and data-center compute.

- Tags: Climate & industry, AI infrastructure
- Official site: https://hayla.ai/
- Image subject: an 800-volt direct-current power spine distributing energy through a dense AI data-center row while a neural control layer balances every rack in real time
- Composition: long perspective down the aisle, the DC bus visually continuous above the racks and power flow descending only where needed
- Motifs: power as compute infrastructure; higher density with less waste; control at electrical speed
- Detail: load imbalances ripple briefly through the system and settle before reaching the next rack
- People policy: avoid
- Avoid: lightning bolts, people, logos, readable meters, generic cloud icons, sci-fi server glow


### Intelligent Internet

A research company building an open, self-sovereign universal multimodal agent that can understand and act across digital environments.

- Tags: AI infrastructure, Data & intelligence, Consumer & creative
- Official site: https://ii.inc/
- Image subject: one open universal agent navigating a field of text, images, sound waves, tools, and environments while keeping its own memory and agency intact
- Composition: expansive exploratory scene, the non-humanoid agent form centred with distinct modalities arranged as territories rather than app icons
- Motifs: self-sovereign intelligence; one agent across modalities; open first-principles research
- Detail: the agent carries one continuous internal thread through every modality instead of fragmenting into separate assistants
- People policy: avoid
- Avoid: humanoid robots, faces, brains, globe-network clichés, readable screens, corporate AI logos


### Layers

An autonomous marketing platform for app growth that connects signals, makes content and ads, optimizes spend, and attributes installs.

- Tags: Business software, AI infrastructure, Data & intelligence
- Official site: https://layers.com/
- Image subject: an autonomous app-growth loop that reads social performance, category trends, ad results, app-store behavior, product releases, and installs, then turns those signals into the next content and spend decision
- Composition: wide circular workshop with six distinct signal streams entering a central decision loop and fresh creative plus reallocated effort emerging to begin the next measured cycle
- Motifs: signals in, action out; every result sharpens the next move; autonomous marketing for app growth
- Detail: show one result feeding visibly into the next test so the system reads as a learning loop rather than a campaign dashboard
- People policy: avoid
- Avoid: game art, game characters, paintbrushes, megaphones, readable interface text, social-network logos, generic ad dashboards


### Legix

Persistent client memory for accounting and advisory firms, connecting financial context, firm knowledge, documents, and relationships over time.

- Tags: Finance & commerce, Business software, Data & intelligence
- Official site: https://www.legix.ai/
- Image subject: an accounting firm client file that remains alive across years, with financial statements, decisions, family context, and prior conversations connected into one persistent memory
- Composition: deep chronological desk landscape, older records receding backward while the same client thread stays unbroken into the present
- Motifs: client context that persists; advice without re-explaining; memory for the whole firm
- Detail: a new question at the front automatically pulls the few relevant prior moments forward without exposing unrelated records
- People policy: avoid
- Avoid: readable financial data, calculators, accountants, faces, filing-cabinet clichés, generic chat bubbles


### Loretta

A K–12 technology command center and managed-IT platform for school devices, networks, support, and operations.

- Tags: Learning & community, Business software
- Official site: https://loretta.tech/
- Image subject: a school campus seen as one calm technology system, with classroom devices, network access points, support tickets, inventory, and repairs coordinated from a central command table
- Composition: cutaway campus map, classrooms around the perimeter and the shared operations core clearly visible at centre
- Motifs: school technology under control; one command center; learning supported quietly
- Detail: one broken device follows a visible path from classroom through support to repaired return without disrupting the rest of campus
- People policy: avoid
- Avoid: children, faces, readable tickets, military command rooms, graduation caps, school logos


### Mage

A browser-based AI image and video creation workspace built by Ollano, Inc.

- Tags: Consumer & creative, AI infrastructure
- Official site: https://www.mage.space/
- Image subject: a browser-based creative studio translated into a physical image-and-film workbench, where one simple prompt card fans out into a coherent set of still images and short film frames
- Composition: overhead square crop, the prompt card near the centre and the generated image and video frames spreading outward like a contact sheet
- Motifs: AI image and video creation; one workspace for many models; private creative exploration
- Detail: the contact sheet includes both still frames and a short sequential strip, all clearly related but not identical
- People policy: avoid
- Avoid: readable prompts, browser chrome, logos, watermarks, copyrighted characters, explicit imagery


### Mars Materials

A carbon-conversion company turning captured CO2 into acrylonitrile, carbon fiber, and other industrial materials.

- Tags: Climate & industry
- Official site: https://www.marsmaterials.tech/
- Image subject: captured carbon-dioxide bubbles entering a compact chemical reactor and emerging as a continuous spool of strong black carbon fiber and useful industrial material
- Composition: clean left-to-right process portrait, gas capture at left, molecular transformation centred, finished fiber winding at right
- Motifs: carbon becomes material; industrial chemistry as climate infrastructure; waste into strength
- Detail: the molecular path visibly rearranges between the gas chamber and the fiber spinner without labels
- People policy: avoid
- Avoid: Mars the planet, rockets, smokestack pollution, people, readable chemistry, greenwashing leaves


### Monid

The tool and data layer for AI agents, with runtime discovery, pricing, and execution across APIs.

- Tags: AI infrastructure, Data & intelligence
- Official site: https://monid.ai/
- Image subject: a wall of labelled brass taps, each one drawing from a different unseen reservoir, all plumbed into one shared manifold
- Composition: flat frontal view of the tap wall, the manifold running along the bottom edge
- Motifs: data endpoints; one interface, many sources; on demand
- Detail: one tap open and running, the rest closed
- People policy: avoid
- Avoid: readable labels, kitchens, bars


### Mutuals

Persistent interactive AI characters with memory, evolving relationships, and stories shaped with their audiences.

- Tags: Consumer & creative, Learning & community, AI infrastructure
- Official site: https://mutuals.inc/
- Image subject: a small ensemble of persistent imaginary characters living across connected miniature stages, each carrying a visible thread of memory from one scene into the next
- Composition: wide theatrical cross-section with several related scenes unfolding at once and the same characters visibly changing through repeated encounters
- Motifs: characters with public lives; memory across episodes; audience-shaped stories
- Detail: subtle audience signals alter props and paths in later scenes without breaking the characters' continuity
- People policy: avoid
- Avoid: readable text, brand marks, generic chat windows, solitary chatbot portraits, celebrity likenesses


### Nuwa Pen

A camera-equipped ballpoint pen that digitizes handwriting on ordinary paper.

- Tags: Consumer & creative, Learning & community, Climate & industry
- Official site: https://nuwapen.com/
- Image subject: the exact slim black Nuwa Pen from the reference image writing on ordinary paper while the fresh ink line becomes a searchable and transcribed digital trace beyond the page
- Composition: close diagonal product portrait, with the pen entering from the upper right, its writing tip and camera apertures prominent, and one uninterrupted line crossing from paper into a clean digital memory field
- Motifs: handwriting digitised; analogue to digital in one stroke; hardware that disappears
- Detail: preserve the real black machined barrel, three camera apertures near the tip, gold contacts, green ring at the top, and the pen's long narrow proportions
- People policy: avoid
- Avoid: hands, tablets, generic styluses, readable handwriting, changing the pen color, removing its camera apertures, altering the pen's proportions or materials


### Olive Group

Card-linking infrastructure for enterprise programs that turn everyday purchases into automatic saving, investing, donating, and rewards.

- Tags: Finance & commerce, Business software
- Official site: https://www.oliveltd.com/
- Image subject: a stream of ordinary card purchases passing through a quiet round-up mechanism, with tiny recurring amounts routed into three long-term goal vessels
- Composition: clean mechanical cross-section, transaction flow entering from left and branching automatically into saving, investing, and giving paths at right
- Motifs: small actions compound; card linking as infrastructure; goals funded in the background
- Detail: the original purchase continues uninterrupted while only the rounded edge of each amount is redirected
- People policy: avoid
- Avoid: credit-card logos, readable numbers, currency symbols, coins, people, charity clichés


### Pass_by

AI-powered retail market intelligence combining visits, trips, spend, and competitive context to explain store performance.

- Tags: Data & intelligence, Finance & commerce, Business software
- Official site: https://passby.com/
- Image subject: a top-down retail district where movement paths, visit pulses, spending currents, and competitor catchments align into one decision-grade market picture
- Composition: map-like overhead view with several stores embedded in streets and malls, one location highlighted by converging evidence
- Motifs: what happens beyond four walls; confidence from multiple signals; real-world retail behavior
- Detail: independent signal layers remain visibly separate at the edges and become crisp only where they agree
- People policy: avoid
- Avoid: readable maps, pins with letters, dashboards, people, shopping logos, false precision


### Patina

A molecular-design and machine-learning company creating novel scent molecules and high-fidelity olfactory experiences with perfumers.

- Tags: Climate & industry, Consumer & creative
- Official site: https://patina.global/
- Image subject: a new scent molecule being discovered like a new color, with Bulgarian rose, the dry paper of an old paperback, and unfamiliar aromatic forms translated into one molecular olfactory landscape
- Composition: poetic scientific still life, molecular structures suspended between natural and archival source materials with generous negative space
- Motifs: a new palette for perfumery; machine learning meets olfaction; scents that did not exist before
- Detail: the novel molecule casts an impossible soft color shadow that visually suggests smell without smoke
- People policy: avoid
- Avoid: faces, perfume advertisements, branded bottles, readable formulas, floating noses, laboratory stock photography


### Payman AI

Agentic banking infrastructure: AI agents that handle money under financial-institution controls.

- Tags: Finance & commerce, AI infrastructure
- Official site: https://paymanai.com/
- Image subject: a pneumatic tube station where sealed canisters of value are routed between many destinations by machinery, no human operator present
- Composition: medium shot on the routing junction, tubes converging from off-frame on all sides
- Motifs: agents holding money; rails, not wallets; custody with guardrails
- Detail: one canister caught mid-transit, brass fittings, a mechanical interlock visibly engaged
- People policy: avoid
- Avoid: coins, banknotes, currency symbols, credit cards


### Pixels

A web3 farming and social game built around a persistent, player-shaped world.

- Tags: Consumer & creative, Finance & commerce
- Official site: https://pixels.xyz/
- Image subject: a walkable landscape assembled entirely out of large square tiles — fields, a river, a fence line — built at the resolution of a game world
- Composition: three-quarter isometric view looking down on a small settled valley
- Motifs: web3 gaming world; player-built land; everything is a tile
- Detail: one tile in the foreground lifted slightly out of place, mid-edit
- People policy: avoid
- Avoid: avatars, characters, HUD elements, currency


### Playhead

A music-creation platform supporting the path from an initial idea through arrangement, mixing, sound customization, and finished production.

- Tags: Consumer & creative
- Official site: https://playhead.fm/
- Image subject: one small melodic phrase entering a tactile music workbench and unfolding into coordinated instrument stems, arrangements, alternate mixes, and a finished waveform
- Composition: overhead studio table, the seed phrase at upper left and the song developing in a clear spiral toward the final master at centre
- Motifs: from idea to finished song; sound as a material; creative control through every stage
- Detail: the same rhythmic signature remains visible across every stem even as the texture and mix change
- People policy: avoid
- Avoid: musicians, faces, readable interfaces, music-service logos, concert crowds, floating musical-note clichés


### RunAnywhere

Open-source, hardware-native AI inference engines and SDKs for fast, private, offline models across phones, computers, browsers, and embedded devices.

- Tags: AI infrastructure, Climate & industry
- Official site: https://www.runanywhere.ai/
- Image subject: the same compact AI model running directly across a phone, laptop, browser, and embedded board, each device exposing its GPU or NPU as the active engine
- Composition: clean horizontal family of consumer devices with one shared inference core passing between them without a cloud round trip
- Motifs: inference from the metal up; private and offline; one core across platforms
- Detail: hand-built kernel paths are visible as precise copper traces engaging different silicon blocks on each device
- People policy: avoid
- Avoid: cloud logos, readable code, people, brand-name devices, glowing robot brains, server racks


### Salmon Labs

A real-time data engine whose agents continuously source, verify, enrich, and repair enterprise CRM records.

- Tags: Data & intelligence, Business software
- Official site: https://salmonrun.ai/
- Image subject: an enterprise CRM rendered as a living current of records that continuously checks itself, replacing stale fields and reconnecting broken account relationships in real time
- Composition: wide data river moving left to right through verification gates, with clean complete records emerging downstream
- Motifs: no more stale data; continuous verification; a CRM that repairs itself
- Detail: uncertain records split into multiple source checks and rejoin only after their evidence agrees
- People policy: avoid
- Avoid: literal salmon fish, readable contact data, dashboards, salespeople, database cylinders, green checkmark clutter


### Senior Sign

A senior-living move-in platform for compliant document packets, collaborative signing, audit trails, and integrations.

- Tags: Health & care, Business software
- Official site: https://www.seniorsign.com/
- Image subject: a senior-living move-in packet moving through a calm signing station, every required page, attachment, and approval token snapping into one complete organized set
- Composition: overhead three-quarter view, the completed packet centred while three clearly distinct collaborator paths converge from the edges
- Motifs: a welcoming move-in; nothing missing; compliance without friction
- Detail: a precise time-stamped audit ribbon trails behind the packet and every open tab closes in sequence
- People policy: avoid
- Avoid: residents, faces, signatures, readable forms, hospital imagery, generic e-signature logos


### Steelbot

An affordable, open, full-size American humanoid robot with a simplified split-waist design and open SDK for developers.

- Tags: Climate & industry, AI infrastructure
- Official site: https://steel.bot/
- Image subject: an affordable full-size humanoid robot in an open engineering workshop, its intentionally simplified upper and lower body modules separated at the waist for development
- Composition: straight three-quarter product view, assembled robot centred and a second open waist module beside it exposing the developer-accessible architecture
- Motifs: humanoid robotics opened to builders; complexity removed at the waist; hardware and SDK together
- Detail: the robot has practical human-scale proportions and an unadorned functional shell rather than a futuristic costume
- People policy: avoid
- Avoid: weaponry, military markings, expressive face, glowing eyes, factory army, brand logos, exaggerated sci-fi armor


### Swipelux

Payment infrastructure that unifies fiat and crypto rails for funding, wallets, swaps, and payouts.

- Tags: Finance & commerce, AI infrastructure
- Official site: https://www.swipelux.com/
- Image subject: one compact payment-routing junction receiving several familiar payment paths, converting value across fiat and crypto rails, then sending it onward to accounts, wallets, swaps, and payouts
- Composition: wide left-to-right interchange: distinct incoming rails converge through one central routing mechanism and fan back out as clean cross-border settlement paths
- Motifs: one API, many money rails; conversion without friction; funding, accounts, swaps, and settlement
- Detail: make the junction and direction of movement instantly legible without labels, showing multiple kinds of value entering and leaving the same dependable infrastructure
- People policy: avoid
- Avoid: coins, crypto token symbols, bank logos, doors, dashboards, generic blockchain network webs, readable currency symbols


### Tennibot

AI-powered ball machines and autonomous ball collectors for tennis, pickleball, and padel.

- Tags: Consumer & creative, Climate & industry
- Official site: https://www.tennibot.com/
- Image subject: the two real Tennibot machines from the reference images working together on a tennis court: the low autonomous Rover collecting scattered balls while the taller Partner launches the next ball for practice
- Composition: wide courtside action scene with both machines large and distinct, the Partner at one side of the baseline and the Rover moving through a trail of balls across the foreground
- Motifs: two machines, one continuous practice loop; autonomous court robotics; more hitting, less collecting
- Detail: preserve the Rover's low dark wheeled collector body and the Partner's taller dark launcher with its open basket of tennis balls; show both as real products rather than generic robots
- People policy: avoid
- Avoid: humanoid robots, people obscuring the machines, generic ball carts, invented logos, readable branding, merging the two machines into one object


### The Folklore

Commerce and marketing software helping emerging fashion, beauty, home, and lifestyle brands sell across channels and borders.

- Tags: Finance & commerce, Business software, Consumer & creative
- Official site: https://thefolklore.com/
- Image subject: a collection of distinctive small-brand fashion, beauty, and home objects entering one commerce loom and emerging into shop windows across several continents
- Composition: lively diagonal flow from intimate maker shelves at lower left to a clean constellation of global storefronts at upper right
- Motifs: small brands with global reach; many channels, one operation; commerce as cultural connection
- Detail: each object keeps its unique craft character while shipping, payment, and promotion threads organize around it
- People policy: avoid
- Avoid: runway models, faces, flags, readable labels, logos, generic shopping bags


### The Host Co

A commerce platform that lets short-term-rental and managed-space operators sell products, services, and local experiences through guest storefronts.

- Tags: Finance & commerce, Business software, Consumer & creative
- Official site: https://thehost.co/
- Image subject: a welcoming short-term rental room whose useful goods, local services, groceries, and experiences are organized into a discreet guest commerce shelf
- Composition: warm three-quarter interior, the room remains primary while a clear path connects available add-ons to the arriving guest space
- Motifs: the room becomes a storefront; hospitality beyond the booking; local value inside the stay
- Detail: service tokens connect to the calendar and room only when relevant, leaving the space calm rather than cluttered
- People policy: avoid
- Avoid: people, faces, hotel logos, readable screens, luxury stock photography, piles of products


### Variata

Full-service AI testing agents that traverse web and mobile products like real users, find edge cases, and return video-backed reports.

- Tags: AI infrastructure, Business software
- Official site: https://variata.ai/
- Image subject: a transparent testing agent traversing every branch of the same web and mobile customer journey, revealing hidden edge cases before release
- Composition: wide journey map with a clean primary path and several alternate device and browser paths unfolding around it
- Motifs: test through the user eye; every critical journey; release with confidence
- Detail: each discovered issue leaves a small video evidence frame connected to the exact step where it occurred
- People policy: avoid
- Avoid: bug mascots, people, faces, readable interfaces, code screenshots, generic QA checklists


### VideoDB

Real-time video infrastructure that turns files, live streams, cameras, and screens into searchable context and persistent memory for AI agents.

- Tags: AI infrastructure, Data & intelligence, Consumer & creative
- Official site: https://www.videodb.io/
- Image subject: continuous camera and film streams flowing into one temporal memory engine, where exact moments become structured, searchable, and ready for an agent to act on
- Composition: wide pipeline with raw moving frames entering from the left, a time-indexed visual memory at centre, and a few precise playable moments retrieved at right
- Motifs: video as context; memory across time; agents that can see and retrieve
- Detail: one event is traced from live frame through its indexed memory to a small actionable clip without any interface text
- People policy: avoid
- Avoid: security-surveillance fear, faces, movie posters, play-button logos, readable timestamps, generic database cylinders


### Windmill

Modern home air products, including a quiet, app-connected window air conditioner.

- Tags: Climate & industry, Consumer & creative
- Official site: https://windmillair.com/
- Image subject: the exact white Windmill window air conditioner from the reference image installed in a clearly visible window frame, with its clean quiet air made visible as soft streamlines rising from the top vent into the room
- Composition: wide lived-in room anchored by a full window and sill, the window-mounted unit large at one side and the upward airflow spreading gently across the frame
- Motifs: industrial air systems; climate as infrastructure; invisible made legible
- Detail: preserve the unit's white rounded rectangular body and fine perforated front; the window sash and side panels must visibly establish it as a window AC, and air must emerge from the slot along its top edge
- People policy: avoid
- Avoid: freestanding appliances, wall-only mounting, mini-splits, air purifiers, fans, radiators, detached studio product shots, wind turbines, visible controls or displays, changing the unit's shape


### Wokelo

An agentic AI platform for dealmaking and consulting, spanning research, diligence, and strategy.

- Tags: Data & intelligence, Business software
- Official site: https://www.wokelo.ai/
- Image subject: a towering stack of documents being compressed by a press into a single thin card
- Composition: vertical composition, the stack running out of the top of the frame, the finished card resting alone at the bottom
- Motifs: diligence; synthesis; compression without loss
- Detail: the paper stack visibly tapering as it enters the press
- People policy: avoid
- Avoid: readable text on the pages, office settings, people


### Zinley

A personal AI representative with its own phone, email, memory, and computer that acts within owner-defined rules and returns clear receipts.

- Tags: AI infrastructure, Consumer & creative
- Official site: https://zinley.com/
- Image subject: one clearly identified personal representative coordinating its own phone line, inbox, computer workspace, and durable relationship memory while staying inside visible approval boundaries
- Composition: calm central operations portrait, incoming work at left, the representative workspace centred, and completed actions plus one owner decision returned at right
- Motifs: on your behalf and by your side; one representative that persists; action with receipts
- Detail: routine actions pass through automatically while one decision above the owner-set limit stops cleanly for approval
- People policy: avoid
- Avoid: human likeness, faces, robot assistants, readable emails, phone numbers, generic chatbot bubbles, surveillance imagery