Gera Labs

Building for the AI age

AI assistants answer directly and stop sending people to websites. So we are building what AI cannot self-serve: the trust, action, and settlement layer agents must call to do anything real. Here are 20 concepts. Tell us which to build.

See the concepts ↓
Agent trust + action substrate
The layer AI agents are forced to call to act in the real world: verify a fact, insure the verdict, authorize the spend, escrow, dispatch, sign the receipt.
Data layer for agents
Gera Ground Truth
The metered, agent-first ground-truth exchange. Regulator-grade facts Gera already crawls and verifies — food-…
Signed attestation for agent actions
Gera Vouch
Before an AI agent acts on a subject (book it, pay it, recommend it), it calls Vouch and gets a cryptographica…
Settlement gate
Gera Agent Checkout
The authorization-and-settlement endpoint between any AI agent and an irreversible action. The agent presents …
Spend permissions
Gera Agent Mandate
The permission boundary an agent must cross to move a human’s money. A scoped, revocable mandate — cap, mercha…
Proof-of-fulfilment
Gera Escrow
Conditional settlement for agent-to-business deals. Funds are held until a real-world condition is verifiably …
Real-time physical data
Gera Live Truth
A real-time, machine-readable feed of what is physically true right now — is this charger working, is this cli…
Receipts & system-of-record
Gera Ledger
A neutral, append-only settlement-and-receipt ledger for agent-to-business transactions. Every booking, purcha…
Real-world action rail
Gera Dispatch
The agent-to-tradesperson rail. An AI agent sends a signed work order ("replace this boiler part at this addre…
Proof-of-real registry
Gera Stamp
A signed registry of physically verified facts. A named, liable entity stamps that this business exists, this …
Discovery inside AI answers
When agents answer instead of search engines, you win by being the cited, recommended source — and by measuring it.
The Ahrefs of AI answers
Gera Citation Rank
A real-time index of which sources, brands, and entities get cited and recommended inside ChatGPT, Gemini, Cla…
Cross-model monitoring
Gera Answer Watch
Continuous monitoring of what the major models say about you. Probes ChatGPT, Gemini, Claude, Perplexity and C…
Win the AI slot
Gera Answer Slot
Done-for-you optimization to make the models reach for you. Publishes the canonical, schema-perfect, machine-p…
Accountability & human-in-the-loop
AI can advise but cannot be liable. These put a named, insured human behind the high-stakes call.
Liability-bearing sign-off
Gera Judgment
A marketplace where AI agents buy accountable human judgment. A vetted expert reviews the agent’s proposed hig…
Clinical sign-off
Gera Countersign
A licensed-clinician countersignature layer for AI health output. An assistant submits the patient context and…
Instant human escalation
Gera Expert Line
A live-presence escalation endpoint. When an agent or AI-served user hits a confidence, permission, or emotion…
Credentials & proof-of-human
In a world flooded with AI output, proven-real identity, consent, and skill become scarce and valuable.
The new resume
Gera Proof of Work
A liability-backed work-attestation registry. Every job, gig, shift, or project a person actually completes ge…
Agent permissioning & proof-of-human
Gera Consent
The consent-and-identity rail under agent commerce. A human grants a scoped, revocable credential ("this agent…
Proctored skill proof
Gera Skill Witness
Proctored, real-world skill demonstrations AI cannot fake. A person performs a hands-on task — wire a panel, s…
Vertical deterministic engines
Where general AI confidently gets it wrong: version-pinned, jurisdiction-aware engines agents call for an exact answer.
Permitting & code engine
Gera Permit Graph
A deterministic, machine-callable permitting and building/electrical/fire-code engine. Give it a project — add…
Property risk engine
Gera Peril Map
A deterministic property-and-liability quantification engine. Feed it an address or scenario and it returns ve…

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