Products

Platforms

Expert data, agent diagnosis, and runtime guardrails.

Expert data

Proof

Training data with human expertise behind it.

Proof brings domain experts into the creation and verification of training and evaluation data, with the reasoning and provenance needed to understand each sample.

Expert authorship
Domain specialists develop examples with reasoning chains and source attribution across coding, STEM, research, and human judgment.
Verification and arbitration
Multiple experts review samples. Structured arbitration resolves disagreements and makes the rationale explicit.
Auditable delivery
Data cards document quality metrics, expert profiles, annotation methods, and agreement between reviewers.
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Agent diagnosis

BakeLens

Understand where a run went wrong, and why.

BakeLens traces agent behavior across planning, tool use, and model decisions. It connects observed failures to their context so teams can prioritize the next improvement.

Inspect the full trace
Follow multi-step runs across planner, tool, and model handoffs to locate where errors enter the process.
Find recurring failures
Group failure modes, rank their severity, and connect behavior to prompts, data, and runtime context.
Evaluate the next iteration
Compare agent versions and turn diagnosed failures into action plans, hard-case evaluations, and regression checks.
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Agent safety

Crust

Guardrails for agents at work.

Crust provides safety infrastructure for AI agents, helping protect secrets and block destructive or unauthorized actions.

Action guardrails
Block destructive and unauthorized agent actions.
Low overhead
A high-performance Go gateway keeps runtime overhead small.
Simple setup
Install with one command and use it with your existing agent framework.
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