Closed-Loop Evaluation
Run scoring, diagnostics, and prompt updates inside one accountable cycle.
Turn LLM quality into an operating discipline.
Zhanla gives teams a precision control plane for evaluation, autorater generation, and prompt release governance.
- Run Velocity
- 10x
- Prompt Stability
- 95%
- Review Coverage
- 24/7
Operational Signal
Track run quality, failure modes, and drift with high-frequency telemetry.
Release Confidence
Gate production prompts on measurable standards before rollout.
Workflow
Design for measurable improvement, not one-off prompt edits.
Define
Attach datasets, quality rubrics, and pass/fail thresholds.
Generate
Build autoraters and candidate prompts from your domain context.
Refine
Promote only versions that exceed baseline quality and stability.