Generative AI & assistants
Custom chatbots, copilots and content generation grounded in your brand and data — using GPT, Claude and open-source LLMs.
AI & Automation
Practical AI that turns your data into decisions and advantage.
We help teams adopt AI that actually ships — from chat assistants and document intelligence to autonomous agents and predictive models. Built on your data, integrated with your systems, and governed for the real world.
Why AI, why now
Most AI projects stall in the demo. Ours reach production.
A slick prototype is easy. The hard part is the last mile — grounding models in your real data, wiring them into your workflows, controlling cost and hallucination, and keeping them reliable once real users show up.
That's where we focus. We start from a concrete business outcome, prove it quickly on your own data, then engineer it into something dependable, secure and measurable — with a human in the loop wherever it matters.
- Grounded in your data — with citations, not guesswork
- Integrated with your CRM, ERP and tools
- Cost, quality and safety monitored in production
What we build
AI capabilities, engineered for production
Pick one high-value use case or build a roadmap across many. Everything below runs on your data and your cloud.
RAG knowledge assistants
Ask questions in plain language and get answers from your documents, wikis and databases — with citations, via retrieval-augmented generation.
AI agents & automation
Agentic workflows that don't just answer — they act: triaging tickets, drafting replies, updating systems and orchestrating multi-step tasks.
Document intelligence
Extract, classify and validate data from invoices, contracts, forms and PDFs — turning paperwork into structured, usable data.
Computer vision
Image and video analysis for quality inspection, object detection, OCR and visual search — on the factory floor or in the app.
Predictive analytics & ML
Forecasting, churn prediction, recommendations and anomaly detection — models trained on your history to guide decisions.
Voice & language
Speech-to-text, translation, summarisation and sentiment — making calls and conversations searchable and actionable.
Integration & MLOps
We connect AI to your CRM, ERP and tools, and run it in production with monitoring, evaluation, guardrails and cost control.
How we work
From idea to production in five steps
A pragmatic path that de-risks AI: prove value fast, then engineer it to last.
01
Discover
We find the highest-value use cases, sanity-check feasibility and agree on what a win looks like.
02
Data & foundations
We assess and prepare your data, set up secure pipelines, retrieval and the guardrails around them.
03
Prototype
A working proof of concept in weeks, evaluated against real tasks and real users — not a canned demo.
04
Productionise
We integrate, harden and deploy to your cloud with CI/CD, access control and observability.
05
Monitor & improve
We measure quality and cost, catch drift, and keep improving with evaluation and retraining.
Technology
The AI stack we build on
We're model- and cloud-agnostic — we choose the right tool for accuracy, cost and privacy, and can run models in your own environment when data can't leave.
Azure OpenAI
OpenAI GPT
Anthropic Claude
Google Gemini
Llama & open models
Hugging Face
LangChain
LlamaIndex
PyTorch
TensorFlow
pgvector
Pinecone
Azure AI
AWS Bedrock
Python
.NET
Trust & governance
AI you can actually put in front of customers
Powerful isn't enough — it has to be safe, private and accountable. We build those guarantees in from day one, not bolt them on later.
- Your data stays yours — private deployments, no training on your data without consent
- Grounded answers with citations to reduce hallucination
- Human-in-the-loop controls for high-stakes decisions
- Security, access control and audit trails aligned to your compliance needs
Where it pays off
AI use cases we deliver, by industry
Healthcare
Clinical document summarisation, patient triage assistants and coding automation — with privacy first.
Finance
Fraud & anomaly detection, KYC document processing, and analyst copilots over policy and reports.
Retail & e-commerce
Recommendation engines, AI search & shopping assistants, and demand forecasting.
Logistics
Route optimisation, ETA prediction, and document automation for customs and freight.
Manufacturing
Visual quality inspection, predictive maintenance and shop-floor knowledge assistants.
Professional services
Proposal and contract drafting, research assistants, and internal knowledge search across your files.
Let's build
Ready to put AI to work?
Tell us the problem you want to solve. We'll come back with a practical use case, a feasibility view and a plan to get a working prototype in weeks — not quarters.