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LLM Evaluator
Make "good" measurable. Define, test, and track model quality so you can ship confidently across product surfaces, channels, and regions.
Our platform sits alongside your CI/CD pipeline to evaluate prompts, responses, and metadata in real time. You see exactly how changes affect accuracy, groundedness, latency, and cost before anything reaches production users.
Built for teams shipping AI in production
Product managers author acceptance criteria that mirror the customer experience. Data scientists encode those expectations into reusable rubrics, and engineering teams plug our evaluators into CI pipelines. The result is a single source of truth for quality that everyone understands.
We support automated regression testing, human review workflows, and ad-hoc investigations. Whether you are comparing models, tuning prompts, or triaging incidents, you can explore transcripts, diff metrics across branches, and export evidence for compliance or customer-facing teams.
Ship faster
Catch regressions early with CI eval gates and gold sets.
Measure quality
Define metrics that map to user experience and KPIs.
Reduce risk
Guardrails for safety, JSON adherence, and hallucinations.
What you get
Regression suite
Task-specific tests, gold sets, and drift detection.
Dashboards
Track accuracy, groundedness, latency, and cost over time.
Policies
Safety checks, PII redaction, schema validation.
CI integration
Block deploys when KPIs drop; notify in Slack/Email.
How teams use the evaluator day to day
Before release: connect the evaluator to your staging environment, run batch jobs against gold datasets, and set pass/fail thresholds. Pull requests display the deltas so reviewers make informed decisions about quality, cost, and latency.
After launch: stream real conversations and automatically tag them for drift, unexpected intents, or policy violations. Weekly trend reports highlight where to refine prompts, retrain models, or update safety rules.
When scaling: keep stakeholders aligned with shared dashboards, automated alerts, and audit-ready logs. You maintain pace while demonstrating accountability to leadership, compliance, and customers.