Process assessment
Find the tasks where automation pays back, and the ones where it will not.
Technology & engineering
Artificial Intelligence
We start from a process that costs you time, not from a model. If AI is the right tool, we build it, measure it and keep it under control. If it is not, we say so.
What is included
Four parts to every artificial intelligence engagement
Assistants and search
Answers drawn from your own documents, with sources cited and permissions respected.
Workflow automation
Classify, extract and route documents, tickets and email, with a person only for the unusual cases.
Evaluation and guardrails
Test sets, accuracy tracking and human review, before and after launch.
What you get
Deliverables, written down before we start
These are agreed in the scope for each stage. If one is missing at the end, the stage is not finished.
- Use-case assessment with expected effort and return
- Working pilot measured against an agreed test set
- Data handling and security notes
- Monitoring for accuracy and cost after launch
Platforms and tools
What we use day to day
We work with what you already run where it makes sense, and explain any recommendation to change.
- Python
- Azure OpenAI
- LangChain
- PyTorch
- FastAPI
- Vector databases
How we work
Four stages, no surprises
Discovery
Interviews, system access and a review of what exists. Usually one to two weeks, with written findings.
Strategy
Options, costs and a recommendation. You choose the scope for the next stage, and nothing more.
Delivery
The agreed work in short cycles, demonstrated as it goes, with tests and documentation included.
Operation
Ongoing support under clear response times, or a full handover to your team.
Related services
Often part of the same engagement
Technology & engineering
Software Development
Web platforms, internal tools and integrations, built to be maintained by whoever comes next.
Explore
Technology & engineering
Cloud Services
Migrations, landing zones and cost control across Azure, AWS, Google Cloud and IBM Cloud.
Explore
Managed IT & delivery
Managed IT Services
A service desk, systems administration and engineering under one contract, with clear response times.
ExploreTell us what needs fixing
A short description is enough. We reply with questions, not a sales deck.