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
Custom MES and production AI for UK fabrication shops. Kingsland Fabrications: ~120% revenue growth that FY with no wage-bill increase. From £2,000.
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
Custom AI agents for UK trades and service firms: enquiries, quote notes, RAMS and scheduling, with your sign-off. Do more without endless hiring as staff costs climb. Premium micro-agency. From £2,000.
Same patterns as industrial service firms→07Retail & E-commerce
AI that forecasts inventory, automates customer service, and recommends products. Real e-commerce automation for UK retailers. From £2,000.
UK Workbenches (trade product)→08Professional Services
AI that handles client docs, schedules meetings, and automates follow-ups. Built for UK accountants, solicitors and consultants. From £2,000.
Portals, workflows and lead generation→09Hospitality
AI that handles bookings 24/7, answers reviews, and chases no-shows. Built for UK restaurants, pubs and hotels. From £2,000.
Bookings, customer journeys and operations→10Healthcare & Dental
AI that books appointments, handles recalls, and automates patient comms. Built for UK dental practices and private clinics. From £2,000.
Clear journeys and carefully scoped automation→11Property & Estate Agents
AI that matches properties to buyers, responds to enquiries, and automates reports. Built for UK estate agents and letting agencies. From £2,000.
Enquiries, documents and workflow tools→12Education & Training
Custom education software, lesson-planning AI, Google and Microsoft integrations, enrolment automation and websites for UK schools and training providers.
Accessible sites and practical admin systems→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.