LLM Assistants
Assistants grounded in your own docs and data, with citations.
Artificial Intelligence
AI That Ships to Production
LLM assistants, document intelligence, forecasting and computer vision, scoped to a real business outcome and engineered to run in production, not sit in a slide deck.
- Scoped to real ROI, not hype
- Your data stays yours and secure
- Built to run reliably in production
- Human-in-the-loop where it matters
Overview
Most AI Projects Die as a Demo
It's easy to get a flashy AI proof-of-concept. It's hard to make one that's accurate, secure, cost-controlled and actually wired into your business, which is why so many stall at the demo stage.
We build AI you can put in front of customers and staff: retrieval-grounded assistants that cite your own documents, models that extract and classify at scale, and forecasts that inform real decisions, with guardrails, monitoring and a human in the loop where the stakes demand it.
What you get
- Use-case scoping & ROI model
- Data preparation & pipelines
- Model / LLM integration
- Guardrails & evaluation
- Secure deployment
- Monitoring & iteration
AI, Applied to Real Problems
Not a chatbot for the sake of it, AI aimed at the work that actually costs you time and money.
Document Intelligence
Extract, classify and summarise documents at scale.
Forecasting
Demand, revenue and risk models that inform real decisions.
Computer Vision
Detection, OCR and quality-control from images and video.
Automation
AI-driven workflows that take repetitive judgement off your team.
Safe & Governed
Guardrails, evaluation and monitoring so outputs stay reliable.
Our Delivery Process
Four disciplined stages, a fixed milestone plan, and staging you can watch from day one.
Discovery
Requirements, users and success metrics, plus an audit of what you run today.
Design
Wireframes then a clickable prototype, plus the stack and a milestone plan.
Build
Built in two-week sprints, wired to your systems and tested on live staging.
Launch
Zero-downtime go-live, source & IP handover, and 90 days of free support.
The AI Toolkit
Python
LLMs
Vector DBs
AWS / Bedrock
Docker
React
AI Solutions Questions
Yes. We architect for privacy, your data stays in your environment where it needs to, and we're clear about what any model sees. Security and governance come first.
We ground models in your own data (retrieval), add guardrails and evaluation, and keep a human in the loop for high-stakes decisions.
Only if it's aimed at the right problem. We scope every engagement to a measurable outcome before building, and walk away from ideas that won't pay off.
Yes, most of our AI work plugs into systems you already run, adding intelligence without a rip-and-replace.
Have a problem AI could solve?
Tell us the workflow that eats your team's time. We'll tell you honestly whether AI is the answer, and scope it if it is.
- Free consultation
- NDA signed upfront
- Fixed milestone pricing