Golden datasets
Calibrated golden sets per workflow, with reviewer workflows and version control.
PlatformDeploy in 1 week
Eval Platform
Evals you can ship to production.
Production-grade evaluations with golden sets, regression suites, and live-traffic shadowing for every agent you ship.
Golden setsLive shadowingCI native
96.4%Median eval pass-rate before ship<5 minFrom PR to evals run
In production
Median eval pass-rate before ship96.4%
From PR to evals run<5 min
Audit-traceable agent decisions100%
Integrations
GitHub ActionsGitLab CIArgoSnowflakeBigQuery
Median deploy: 1 week
Capabilities
Everything Eval Platform ships with - production-grade, day one.
Regression suites
Block deploys on quality regressions across precision, latency, and cost.
Live shadowing
Shadow new agent versions on live traffic with rollback and bandit routing.
Reviewer ops
Calibrated SME review queues with disagreement metrics and audit trails.
Deploy
From kickoff to production in 1 week.
Every solution comes with a calibrated eval suite, runbooks, and integration guides - so your team can take ownership from day one. Self-hosted, hybrid, or fully managed.
- 1Kickoff & calibration
Align on data, integrations, and policy. Calibrate the eval golden set.
- 2Connect & configure
Wire integrations, configure tools, and stand up the runtime in your cloud.
- 3Shadow & ship
Shadow on live traffic, ramp on evals, and ship to production with rollback.
FAQs
Answers your buyers, security teams, and engineers ask.
Do evals work for non-LLM agents too?
Yes. The platform evaluates any function under test - LLMs, classifiers, retrievers, or composed agents.
Free working session with a forward-deployed engineer
Show us the problem. We'll send back a written plan to fix it.
In 60 minutes with a senior engineer, you walk away with the gaps mapped, the agent worth building first, a risk read on what your team has already shipped, and a reference architecture - at zero cost, no obligation.
- Workflow map
Where the work breaks down today and which gap an agent should close first - calibrated to your business.
- Velocity diagnostic
Where engineering and ops hours actually go - and where forward-deployed delivery takes you next.
- Risk & rescue read
An honest view of what your team has already vibe-coded and what it needs to survive production.
- Architecture sketch
Reference architecture for your runtime, evals, RAG, and integrations - vendor-agnostic.
60-minute working sessionSenior forward-deployed engineerTwo follow-ups + written summaryFree of charge for qualified businesses
Most teams walk away with a fixed-scope plan in a single session.
Book your free assessment
Reserve a 60-minute working session with a senior AI engineer and practice lead.