Operate AI systems
with confidence,
at scale.

We help you evaluate, monitor, and optimize LLM and AI systems so they stay accurate, reliable, and aligned with real business outcomes.

What we help you manage

Comprehensive AI operations to keep your systems performing at their best.

LLM Evaluations

Evaluate model outputs for quality, safety, relevance, and factual accuracy.

  • Faithfulness & grounding
  • Safety & compliance
  • Toxicity & bias detection
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Prompt Testing

Systematically test prompts to ensure consistent, accurate, and robust outputs.

  • A/B prompt testing
  • Edge case testing
  • Regression testing
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Benchmarking

Benchmark models and prompts with standard datasets and custom evals.

  • Industry benchmarks
  • Custom datasets
  • Comparative reports
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Human Feedback

Leverage human judgment to improve model performance and alignment.

  • Feedback collection
  • Ranking & annotation
  • RLHF / RLAIF support
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Monitoring & Optimization

Continuously monitor, detect issues early, and optimize performance.

  • Real-time monitoring
  • Drift & anomaly detection
  • Performance optimization
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Built for teams that need
reliable AI at scale.

We partner with organizations that run AI in production and need to ensure quality, safety, and continuous improvement.

AI Product Teams

Ship better AI products with evaluation and feedback loops.

Enterprises

Operate AI systems with governance, risk controls, and observability.

Startups

Move fast with guardrails and iterate based on real-world feedback.

Data & ML Teams

Improve models and prompts through testing, metrics, and monitoring.

Case study

Life180 Sentinel

AI-powered evaluation pipeline that replaces manual code reviews and delivers confidence-scored reports instantly.

View full case study

Evaluation Summary

Repositories24
Overall Score92/100
Critical Issues3
Checks Passed94%
Score by Category
Security95%
Code Quality92%
Best Practices90%
Performance88%

8 evaluation categories

Comprehensive AI-driven analysis

Confidence scoring

Clear scores to prioritize fixes

Instant PDF report

Shareable reports in seconds