EvalOps PlatformTelemetry · Scorecards · GovernanceCommunity Edition compatible

Governed AI releases start here

EvalOps is the evaluation backbone for teams shipping LLM features and autonomous agents. Capture every decision, grade it, and ship only when the guardrails say go.

Live console

Every evaluation loop in one console

EvalOps captures telemetry from local experiments, CI, and production to run scorecards, analyze regressions, and enforce governance before releases ship.

Evaluation coverage

97%

Release gates

28 per day

Telemetry ingested

2.1B events

Compliance attested

100% of releases

Governed telemetry

Community Edition and production apps route traces into the same encrypted warehouse with redaction, retention, and workspace isolation.

Scorecards & gates

Reusable evaluators, shadow runs, and CI gates convert raw traces into decisions your platform, safety, and compliance teams can trust.

Attested releases

Built-in audits capture who approved what and why—so every AI change is reviewable months after it ships.

Platform pillars

One platform that connects autonomy to accountability

EvalOps wraps Community Edition capture with governed telemetry, evaluation scorecards, and release gates that satisfy every stakeholder—from engineering to compliance.

Ingestion

Telemetry without rewrites

Grimoire Community Edition, SDKs, and API collectors stream prompts, tool calls, and policy checks straight into EvalOps with encryption, redaction, and retention baked in.

Evaluation

Scorecards that gate releases

Reusable evaluators, dataset pinning, and regression hunts keep quality and safety measurable—then block deploys automatically when thresholds slip.

Governance

Audit trails in every workflow

Role-based workspaces, attestations, and review logs satisfy the security board while letting engineering move at shipping speed.

Automation

Incidents resolved on impact

Slack digests, GitHub checks, ticketing hooks, and PagerDuty sync push evaluation results into the systems teams already live in.

Telemetry & scorecards

Deep observability that powers confident shipping

EvalOps ingests telemetry from Community Edition, CI pipelines, and production apps. Every trace is encrypted, redacted, and versioned so scorecards and dashboards stay trustworthy.

  • Dataset pinning: keep evaluation suites deterministic so regressions mean the model changed—not the data.
  • Environment fingerprints: capture provider payloads, configs, and commit hashes for full replayability.
  • Scenario analytics: understand when quality shifted, why, and which stakeholder owns the fix.

Evaluation health over time

Context coverageBaseline fidelityScenario realism
Evaluation loop

How teams and the EvalOps Agent talk

EvalOps keeps the conversation running—capturing intent, grading behavior with LLM-as-a-judge, and enforcing governance every time the loop completes.

AccuracySafetyLatencyCost

Latest updates

Changelog

EvalOps Agent Launch & Telemetry Upgrades

  • Released the EvalOps Agent to orchestrate evaluation suites, scorecards, and release gates
  • Shipped first-class telemetry connectors for Slack, GitHub, and PagerDuty so incidents stay tied to evals
  • Introduced evaluation dataset versioning and shadow-run diffing for safer prompt/weight changes
View release notes
Adopted across the org

Platform teams standardize on EvalOps because everyone wins

Engineering gets the tooling they want, safety gets the governance they need, and leadership gets rollups that prove every release was reviewable.

Workspace-native

Designed for platform, trusted by safety

Multi-tenant workspaces, SSO/SAML, and granular RBAC keep product, platform, and risk teams working side by side without stepping on each other.

Governance-first

Compliance baked in

Attestations, retention policies, and audit logs win the procurement meeting before it happens—EvalOps ships with the governance playbook included.

Community bridge

From terminal to boardroom

EvalOps Community Edition streams telemetry into the same platform your enterprise subscriptions run—one agent, dual operating modes.

The EvalOps storyline

From terminal capture to governed releases in four chapters

EvalOps acts as the connective tissue between local experiments, CI pipelines, and production AI systems. Every chapter in the workflow is backed by telemetry, scorecards, and governance your stakeholders can trust.

Need the enablement kit? We bundle architecture diagrams, compliance mappings, and rollout plans for platform teams going live.

Request enablement kit
Chapter I

Ingestion without friction

Drop the Community Edition agent into dev machines or CI and stream governed telemetry—prompts, tool calls, policies, and artifacts—into EvalOps instantly.

Chapter II

Scorecards that mean yes or no

Build scorecards once, reuse them everywhere. Pin datasets, compare baselines, and let regression hunts narrate what changed.

Chapter III

Reviews across every discipline

Replay traces, annotate decisions, and capture approvals across product, safety, and compliance teams with immutable audit trails.

Chapter IV

Automation that closes the loop

Trigger alerts, tickets, and incident workflows automatically when evaluation signals drop—EvalOps hands ownership to the right team on impact.

Next steps

Put EvalOps on-call for your AI program

We’ll design the evaluation loop with your team, wire Community Edition into your pipelines, and launch scorecards, gates, and governance dashboards tailored to your stack.

Mention “Community Edition” to receive the terminal quick-start.