AI Evaluation & Observability
Check every day that your AI is accurate, fast and affordable
Measure accuracy, cost, and latency of your AI systems and catch issues early.
What's included
What you get with AI Evaluation & Observability
- Evaluation sets from real usage
- Automated quality scoring
- Tracing of prompts, tools and outputs
- Cost and latency dashboards
- Regression checks before releases
- Alerts for quality drops
How we deliver
Phases, timelines and what you receive
1-2 weeks
Assess
Current-state review of systems, costs and risks
2-4 weeks
Instrument
Tracing, evaluation, monitoring and cost dashboards
2-6 weeks
Harden
Pipelines, guardrails, alerts and runbooks
Monthly
Operate
Monitoring, incident response and reports
Talk to an engineer
Get a plan for AI Evaluation & Observability
A few fields, no sales script. We reply within 1 business day with next steps.
Models & tech stack
What we build with
Models
ClaudeOpenAIGeminiLLaMAMistral
Stack
LangfuseOpenTelemetryPythonGrafana
How to start
Start small, with a clear decision point
Most AI work starts with a workshop or a 4-6 week pilot.
FAQ
Frequently asked questions
Straight answers on cost, timelines, ownership and data.
With labelled test sets, rule checks and model-graded evaluations, reviewed against human judgement.
Next step
Ready to talk about AI Evaluation & Observability?
Book a short call with a senior engineer. No pitch deck, just a clear next step.
- We reply within 1 business day.
- NDA available on request
- You own all code from day one