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.

AI IN PRODUCTION From models to real business workflows. Production-ready AI stack. AI OPS We evaluate, monitor and continuously improve your AI systems in production. OPERATIONS Deployment, data, guardrails and human review in one layer. TRUSTED AI From manual oversight to automated, reliable and continuously improving AI. LLMs GPT, Claude, Gemini, Llama Agents Multi-agent workflows Prompts Templates & versioning Pipelines Data, RAG, fine-tuning Tools & APIs Internal & 3rd party Infrastructure Cloud, On-prem Hybrid Model Evaluation Accuracy, relevance, hallucination checks Safety & Compliance Bias, PII, security checks Data & Prompt Quality Tracing, versioning, quality checks Real-time Monitoring Performance, latency, errors, token usage Alerts & Incidents Proactive alerts, automated recovery Continuous Improvement A/B testing, feedback and retraining AI OPS Evaluate · Monitor · Improve Observability Guardrails Performance Feedback Loop Deployment CI/CD, versioning, rollbacks Data Management Vector DB, knowledge sync, updates Guardrails Safety, policy, access control Analytics & Reporting Usage, cost, business impact Human-in-the-Loop Review, feedback, approvals Manual→Automated AUTOMATED & RELIABLE Higher Accuracy Reliable outputs Lower Risk Safe & compliant Continuous Improvement Learns and gets better YOUR AI + OUR OPS = TRUSTED AI AT SCALE

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.

  • 8 eval categories
  • Confidence scoring
  • Instant PDF report
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