Service 02 / 09
AI Solutions & Applied ML
Production-grade AI that's grounded, evaluated and cost-controlled — not a demo that falls over.
Overview
We help teams ship AI features that actually reach production: RAG assistants, agents and copilots wired to your data with guardrails, evaluation and sensible economics. We've been shipping LLM products since well before it was fashionable.
The problem
AI demos impress in the boardroom but break in production — hallucinating, leaking data, or quietly burning budget.
Our approach
We ground models in your data, wrap them in evals and guardrails, keep a human in the loop where it matters, and watch cost and latency like hawks.
What’s included
- RAG & agent architectures
- Evaluation & guardrails
- Retrieval & vector search
- Cost & latency optimization
- Human-in-the-loop review
- Monitoring & drift alerts
How we deliver
Use-case & feasibility
We pressure-test where AI genuinely helps and define what 'good' looks like with measurable evals.
Grounded prototype
A working prototype on your data, with retrieval and guardrails, evaluated against real examples.
Productionize
We harden, add monitoring and cost controls, and integrate into your product.
Improve continuously
Ongoing evaluation and tuning as usage and data evolve.
Typical stack
- Claude
- OpenAI
- Python
- LangGraph
- pgvector
- AWS
Frequently asked questions
In prod
features, not just demos
Evals
on every release
Lower
cost per request over time
Let’s talk about your AI features.
Tell us what you’re building. We’ll send a scoped plan and an honest estimate within 48 hours.
Talk to an AI engineer