Kipple Labs
Identity, runtime, and evidence for AI agents

The accountability layer for AI agents.

Agents need accountability the way humans need trust. Every agent carries a verifiable identity, every action carries proof, every delegation carries scope.


Why this matters now

A year ago, AI agents made suggestions. Now they make decisions. They move money. They touch customer data. Sometimes without human review. The infrastructure underneath hasn't caught up.

The problem is real

65% of enterprises running agents have had an agent-related security incident this year. 82% have agents in their infrastructure they can't fully account for. This isn't theoretical.

Regulation is coming

The EU AI Act, HIPAA, and frameworks like SOC 2 are already asking: who authorized this? What scope did they grant? What did the agent actually do? Your stack has no answer.

Identity solves it

Not compliance theater. Real accountability. A verifiable identity, delegation scope that can't be widened, and signed proof of every action. First-class infrastructure for a first-class problem.


How it works

Three layers, one protocol. Every agent carries a keypair. Every action carries a signature. Every signature traces back to the human who authorized it.

01

Know who it is

IDENTITY

Every agent has a verifiable identity rooted in a keypair, signed by the human operator who controls it. No service account ambiguity. No bearer token fog. Standard cryptography, open protocol.

Live today · free
02

Limit what it can do

RUNTIME

A checkpoint between your agents and everything they can reach. It enforces scope at call time, blocks what's out of bounds, caps spend, and stops agents before they breach. Boundaries that stick.

In development · Q3 2026
03

Prove what it did

EVIDENCE

Signed attestations of every action, traced to the human who authorized it and under what scope. Audit-ready proof. The kind of record that holds up in front of regulators, insurers, and courts.

Audit ready · kits Q2 2026

Built on AXIS

An open protocol for agent identity and delegation. Any platform can implement it. Any agent can carry it. No central authority required.

Who is this agent?

A keypair, a signed identity token, an operator record. Cryptographically verifiable, no central registry required.

What is it allowed to do?

Delegation credentials encode scope. Scope narrows down the chain. It can never widen. Every call is bound by the scope granted at delegation.

What has it done?

Signed attestations about past actions. Verifiable locally, auditable end to end, the evidence regulators and insurers actually trust.

Ready to build on this layer?

We're onboarding design partners now. If you're building agent infrastructure or running agents at scale, let's talk about what accountability looks like in your stack.