Custom AI systems
You don't need a technical brief. Bring the work that takes too much time, the information that gets lost or the process you've outgrown. We'll work out where a better system can help.
Talk to John about your businessIndependent workflow-systems work for local and small/medium businesses. You do not need to be a PathLAB customer.
From business problem to working system
01 / Understand
We'll identify your ten major business problems and prioritise those with accessible data, a responsible owner and a measurable outcome. I'll investigate the chosen problem and give you a report to guide the next decision.
02 / Build
We'll define what the system should do and how to test it. I'll design, build, deploy and verify it against that agreed scope, from a single automation to a larger workflow system.
03 / Hand over
I'll walk you through the verified system and complete the agreed handoff. Any further improvement work gets its own scope, based on what the results show.
Selected work
Production system · Anonymous client
A scheduling system in live operational use. One client reports reducing the scheduling task from approximately 2–3 hours to about 15 minutes.
Production system · Anonymous client
An invoice operations system in live use, built around the client's workflow and records.
Invoice records
Operational workflow
Review & follow-through
Production backend pipeline
A backend pipeline supporting the handling of training information in live operational use.
Training inputs
Processing pipeline
Structured outputs
Start with the problem
A useful starting point is the process, the data you can access and the result you would like to change. We'll establish the scope before committing to a build.
Talk with John