Services

What we build

Evaluation infrastructure for agent autonomy, with specialties in agent payments and zero-knowledge verification. Verification before trust, applied wherever being wrong has consequences.

01

Evaluation-Gated Autonomy

For teams putting AI agents into production who need autonomy to expand only as the system earns it.

We build the evaluation layer that decides when an agent has earned its next increment of autonomy. Eval harnesses score real behavior, trust ramps gate each step, and rollback stays available at every consequential decision. The system widens its own scope only as the evidence supports it.

The Problem
  • -Autonomy gets granted before behavior is measured
  • -No score for when an agent has earned more scope
  • -Regressions reach production undetected
  • -No rollback when a decision carries real cost
The Approach
  • -Eval harnesses that score real agent behavior
  • -Trust ramps that gate each increment of autonomy
  • -Rollback available at every consequential decision
  • -Scope that widens only as the evidence supports it
When You Need This
  • -Expanding what an agent does without supervision
  • -Moving agents from assisted to autonomous operation
  • -Placing agent decisions where mistakes carry cost
  • -Needing measured evidence before granting more autonomy
Engagements
  • Eval Harness Design: Scoring real agent behavior against production criteria
  • Trust Ramp Implementation: Staged autonomy gates with rollback at each step
  • Advisory: Evaluation strategy for production agent autonomy
02

Payment Infrastructure for Agents

For platforms that need agents to handle payments autonomously.

We build payment systems designed for AI agents using the x402 protocol and blockchain rails. Agents that pay for API calls, compensate other agents, and handle microtransactions under deterministic controls, with verification before any funds move.

When You Need This
  • -Agent-to-agent payments
  • -Autonomous API usage and billing
  • -Micropayment infrastructure
  • -Multi-agent marketplaces
What We Work With
x402 Payment Protocol

Native agent payment flows

Blockchain Rails

Base, Ethereum L2s

Smart Contracts

Agent payment integration

Stablecoins

USDC and stablecoin infrastructure

Engagements
  • -Payment system design
  • -x402 integration and implementation
  • -Smart contract development for agent payments
03

Blockchain + ZK for Agent Systems

For teams that need verifiable, privacy-preserving, or on-chain agent capabilities.

We apply blockchain and zero-knowledge cryptography to agent systems: verifiable execution, private agent state, on-chain coordination, and cryptographic proofs of what an agent did.

When You Need This
  • -Verifiable agent execution (prove the agent ran correctly)
  • -Private agent state (agents that don't leak data)
  • -On-chain agent coordination
  • -Cryptographic audit trails for agent actions
What We Work With
ZK Proof Systems

Noir, Circom

Smart Contracts

Agent coordination on-chain

Verifiable Computation

Infrastructure for provable execution

Privacy Protocols

Semaphore and related systems

Engagements
  • -System design and architecture
  • -ZK circuit implementation
  • -Smart contract development
  • -Integration with agent systems
Next Step

Ready to put agents into production with autonomy you can trust?

Let's discuss your project.

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