AI solutions
Full-spectrum AI. Scoped with you, documented for your team to own.
Most AI projects fail after the demo. The model works in isolation, falls apart under real data, and no one documented how it was built. When the contractor leaves, so does the knowledge.
Discovery & scoping
- What's actually worth building — we push back on hype
- ROI framing: measurable outcome tied to every component
- Data audit: do you have enough, is it clean, is it accessible?
- Integration map with your existing systems
Engineering
- LangGraph agents: multi-step, stateful, human-in-the-loop
- RAG pipelines over your proprietary data
- Azure AI / OpenAI / Anthropic — model-agnostic architecture
- Evaluation suite so you know the system works before shipping
Deployment & handover
- Containerised, observable, cost-monitored from day one
- Prompt library with versioned, documented prompts
- Team training: how it works, how to extend it, how to debug it
- Monitoring and alert setup for model drift and latency
Projects we shipped. Names under NDA, metrics verified on request.
Sales reps were spending 20 minutes per quote searching a massive product catalogue. Built a hybrid RAG pipeline (dense + sparse search) with a GPT-4 re-ranker. Quote lookup: 20 minutes → 45 seconds. Quote-to-close rate up 23%.
Multi-agent LangGraph pipeline over 300+ contracts/week. PDF ingestion, Azure OpenAI extraction, risk scoring against a clause library. 94% accuracy vs manual baseline. One reviewer handles the full volume.
Everything listed below is handed over on completion. No drip.
- Production AI pipeline codebase
- Evaluation suite with baseline benchmarks
- Prompt library (versioned, documented)
- Integration documentation
- Monitoring and alerting setup
- Team training session + recording
- 30-day support window post-launch
Let's build something
worth shipping.
No commitment — tell us what you're building.
We respond within one business day.
Fixed-scope or T&M — your call · Full docs · 30-day support window*