GoldSet Benchmarks

If you can't measure it, you can't ship it

Build repeatable, measurable evaluation infrastructure with domain-specific benchmarks, calibrated rubrics, and automated regression testing that gives you confidence in every release.

Golden datasets + grading rubrics + continuous regression to track quality over time.

Methodology: Our Benchmark Methodology

We build evaluation infrastructure that gives you confidence in every release. Our golden datasets and calibrated rubrics ensure consistent, repeatable measurement of AI quality over time.

  • Domain-specific test sets
  • Calibrated grading rubrics
  • Automated regression testing
  • Executive-level scorecards

Modules & Capabilities

  • GoldSet Creation

    Domain-specific gold examples and tricky edge cases curated by SMEs

  • Rubric Design

    Binary and graded rubrics with calibration sets for consistent evaluation

  • Human + Automated Grading

    Hybrid pipelines with adjudication for disagreements

  • Release Regression Suite

    Run before every model, prompt, or tool update

  • Executive Scorecards

    Trend lines, risk KPIs, and quality gates for leadership

Results: Measurable Quality Gates

Teams with our benchmark infrastructure can quantify quality, detect regressions early, and make data-driven decisions about what to ship.

  • Release confidence scores
  • Automated quality gates
  • Trend analysis dashboards
  • Stakeholder transparency

Deliverables

  • GoldSet dataset (JSONL/CSV, versioned)
  • Rubric docs + evaluator guidelines
  • Calibration report (agreement rates, variance)
  • Benchmark report with top failures
  • Repeatable runbook for future evaluations

Get started with GoldSet Benchmarks - contact our team for a scoping call.