Know exactly when your AI feature got better, or worse
An evaluation framework we install around your existing LLM features: golden test sets, automated regression in CI, LLM-as-judge scoring calibrated to your reviewers, and dashboards that make quality visible to the whole team.
What is included
- Golden sets built from real traffic and validated by humans
- Regression runs on every prompt, model or retrieval change
- LLM-as-judge rubrics calibrated against human labels
- Dashboards for accuracy, faithfulness, latency and cost
Everything LLM Evaluation Suite includes
Golden datasets
Curated, versioned test sets with human-validated expected outputs, including the edge cases that break demos.
Regression harness
Runs in CI and on a schedule; blocks releases that drop below thresholds.
Calibrated judges
LLM-as-judge scoring checked against human reviewers so the numbers mean something.
Review dashboards
Structured human review queues and quality trends per prompt, model and feature.
Model comparison
Side-by-side evaluation of providers and versions on your workload before you switch.
Production monitoring
Sampled online evaluation with alerts for drift, cost spikes and failure rates.
From kickoff to live in four steps
Baseline
Collect real inputs, label expected outputs, measure where you are today.
Instrument
Tracing and sampling in production, harness in CI.
Calibrate
Judge rubrics tuned until they agree with your reviewers.
Operate
Dashboards, alerts and a weekly quality review.
Integrations
- Langfuse
- LangSmith
- Promptfoo
- MLflow
- GitHub Actions
- Grafana
Get the clarity you deserve
Straight answers to the questions we hear most. Ask us anything else on a call.
Logs tell you what happened; evaluation tells you whether it was good. The suite turns logs into labelled test cases and scores.
Logs tell you what happened; evaluation tells you whether it was good. The suite turns logs into labelled test cases and scores.
Ship LLM changes with evidence, not hope
Point us at one feature and we will produce a baseline report within a week.
Tell us what you need from LLM Evaluation Suite
Every great partnership begins with a conversation. Whether you are exploring possibilities or ready to scale, tell us what you are actually trying to build.
- ubheshubham.37@gmail.com
- +91 84592 96471
- Clients worldwide · English
- Pune, India · Headquarters