A quote builder that turns drawings and specifications into a structured review.
Industry and logistics playbook
AI and automation for manufacturing and fabrication
In manufacturing and fabrication, the useful record often begins away from a desk and must reach operations, quality and finance without delay. We build practical tools that follow the work and make exceptions visible early.
Typical builds
Where we would start
For manufacturing and fabrication, a useful first release should remove a visible point of friction without forcing the whole business to change at once. We would begin with a workflow such as this: A quote builder that turns drawings and specifications into a structured review. That gives the team something practical to test, while creating a dependable foundation for the connected improvements that follow.
Works orders and job tracking visible on the shop floor.
Quality records and a non-conformance flow connecting evidence, action and approval.
Maintenance schedules plus stock and purchasing automation around real demand.
How we would begin
Start with the work as it is
We would begin with the real operating journey in manufacturing and fabrication, not a catalogue of tools. Together we would identify where information first arrives, who checks it, what must be approved and where the same detail is entered again. The first release would solve one useful part of that journey and connect cleanly to the systems the team already trusts. AI would draft, classify or surface information where it is useful; your people would approve decisions involving money, safety, care, compliance or professional judgement. Once the first flow is working in daily use, we would measure what helps and extend it carefully into the next bottleneck.
Connections
What we would usually connect
We choose the simplest dependable route, working with the systems already in place rather than adding technology for its own sake.
- 01Microsoft 365
- 02Sage Business Cloud Accounting
- 03SFTP
- 04REST APIs
- 05Mapping services
- 06Stock APIs
Across every business
The useful foundations
Inbox triage and drafted replies, with your people approving anything that carries judgement or commitment.
Accounts connected to the bank with automatic matching, while exceptions remain visible for review.
One CRM fed by every enquiry channel, so the team follows one shared customer record.
Live dashboards for the owner, built from operational information rather than manually assembled reports.
An internal AI assistant that knows how the company does things, grounded in approved policies and documents.
Relevant services
How we can help
Your free blueprint