For industry
Start with one process, not a transformation programme
Practical AI engineering and automation for teams that have a specific problem to solve. We begin with a discovery call, propose a small pilot, and agree what success looks like before any work starts.
Services
Six things we actually build
Each one starts from a defined business need, not from a tool we want to use.
Workflow & process automation
Find the steps a person repeats every week and move them to something that runs itself.
Custom AI assistants & document search
Assistants and retrieval applications built on your own documents, with answers you can trace.
AI-agent prototypes & integrations
Agent prototypes wired into the systems your team already uses, rather than beside them.
Backend, APIs & databases
Backend development, APIs and database-connected applications that the automation can stand on.
Automated testing & CI/CD
Automated software testing, including Playwright, and continuous integration support.
Corporate AI upskilling
AI awareness sessions and hands-on technical workshops, scoped to the audience and their starting point.
How we engage
Discovery, then a small pilot
Nothing is built before we agree in writing what it has to do to count as working.
- 1
Discovery call
We learn the process, who touches it, how often it runs and where it currently hurts.
- 2
A defined pilot
We propose something small and specific rather than a platform, with a scope you can read in a page.
- 3
Acceptance criteria
We agree in writing what the pilot has to do to count as working, before building it.
- 4
Build and hand over
We deliver, show it running against the criteria, and agree what support looks like afterwards.
Domain specialisations
Upskilling in four domains
Add-on tracks for final-year students, graduates and working professionals, on realistic, anonymised data.
Banking & financial services
Lending and payments, credit and risk models, fraud detection, document AI for loan processing.
AML tech & RegTech
The AML lifecycle, KYC, transaction monitoring, screening, AI alert triage and explainability.
Healthcare AI
Health records and interoperability, imaging concepts and limits, clinical text summarisation, patient privacy.
Retail pharmacy
Demand forecasting, prescription digitisation, drug-interaction lookup as a pharmacist aid, compliance records.
What we will not do. We will not promise a broad transformation, quote before we understand the process, or describe a capability as ready when it is not. If a pilot is the wrong answer we will say so on the call.
Book a discovery call
Describe the process that is costing your team time. We will tell you whether it is worth automating.
Book a discovery call