Who we help · Every sector
Different sectors. Same stubborn problems.
If the work involves customers, data, documents, repeated admin or a digital journey that should be better, we can help shape the next move.

Manufacturing
Custom AI agents, software, websites, SEO and GEO for UK manufacturers. Real systems live at industrial product makers (UK Workbenches ~42% growth). From £2,000. Based in Tameside, UK-wide.
UK Workbenches · Kingsland Fabrications→02Fabrication
Websites that get fabrication firms found by the architects and contractors who spec the work, then the shop system that runs the jobs. Kingsland Fabrications: ~120% revenue growth, flat headcount.
Kingsland Fabrications→03Doors & Access
Websites, SEO, GEO, Workspace and custom software for UK door installers and reactive service firms. CRB, Avanti, and DoorOps (SaaS we built for door contractors). From £2,000.
CRB · Avanti · DoorOps (our SaaS)→04Engineering
AI that reads specs, processes technical docs, and automates reports. Built for UK engineering firms by an ex-big-tech AI Ops engineer. From £2,000.
Adjacent industrial pattern→05Construction
AI that checks compliance, processes tender docs, and schedules subbies. Built for UK contractors and specialist subcontractors. From £2,000.
Adjacent industrial pattern→06Trades & Maintenance
More enquiries for scaffolding, painting and trade firms: a website that gets found, quote follow-up that does not get forgotten, and the admin sorted. From £2,000. Ring 0161 399 6546.
Same patterns as industrial service firms→Your sector does not need to be on a list.
We start with the business problem, not a pre-built industry package. If the work involves customers, data, documents, repeated admin or a digital journey that should be better, we can usually help shape the right next move.
Browse by AI work pattern instead
- Invoice PO matching for fabricators, Kingsland Fabrications
- Engineering drawing and cut-list extraction, Kingsland
- Shop-floor AI assistant running daily, Kingsland
- E-commerce AI tools for product businesses, UK Workbenches
- Reactive maintenance AI for doors & access, DoorOps
- AI Invoice Matching for Fabricators
- Workflow Automation for Fabrication
- Document Extraction for Fabrication
- Quote Generation for Trades & Fabricators
- QC Inspection Automation for Manufacturing
- Enquiry Triage & Workflow for Hospitality/Trades
- Kingsland Fabrications, full MES + AI systems case study
- UK Workbenches, ~42% revenue growth (Shopify + PPC)
- CRB Door Systems, Rotherham industrial doors proof
- Free website and AI-readiness check
Ready to
move faster?
Bring us the bottleneck, the ambition or the half-formed idea. We will find the fastest useful first move and turn it into something working.