Strategy
AI Integration
We help teams move past the AI demo stage — integrating language models and machine learning into real product workflows, with the evaluation, guardrails, and monitoring that production use actually requires.
What's included
Everything this engagement covers
- Use-case scoping to find where AI actually adds value
- LLM integration with retrieval and grounding pipelines
- Prompt evaluation and automated regression testing
- Human-in-the-loop review for high-stakes decisions
- Cost and latency monitoring in production
Our approach
How we deliver this
- 01Identify workflows where AI genuinely helps
- 02Prototype against real data, not sample data
- 03Build evaluation pipelines before shipping
- 04Integrate with guardrails and fallback logic
- 05Monitor accuracy, cost, and latency post-launch
Technologies we use
OpenAI APIAnthropic APIPythonLangChainPinecone
Related
Pairs well with
Have a project worth building right?
Tell us where you're stuck or where you're headed. We'll respond within one business day.