Solutions

Judgment, written down.

Seven services. One practice: independent evaluation of generative pipelines, so leadership can decide at the threshold.

1. 01

   Evaluation Strategy

   Failure modes, task taxonomies, rubrics, and the written line between ship, hold, and rollback.

2. 02

   Golden Datasets

   Provenance-tracked test cases from real production distribution — including the rare and the high-stakes.

3. 03

   Evaluation Harnesses

   Repeatable scoring in CI/CD. Judges calibrated. Gates that fire before the answer leaves the building.

4. 04

   Human Evaluation

   Calibrated SME review where automation is not enough — with agreement measured, not assumed.

5. 05

   Agent Evaluation

   Process quality — tool calls, recovery, hand-offs — not only the final answer.

6. 06

   Continuous Evaluation

   A living scorecard. The same dimensions, re-run as models, prompts, and traffic drift.

7. 07

   Risk & Compliance

   Red-teaming, policy adherence, fairness, and audit-ready evidence for the committee that asks.