AI Automation Company in Wisbech
Independent. Wisbech-based. Honest about what AI actually does.
Most of the businesses calling themselves 'AI companies' are agency middlemen selling someone else's OpenAI wrapper. We're a Wisbech-based engineering practice that builds the systems directly — Python on the backend, GPT-4 and Claude where they make sense, conventional code where they don't. The work is done by the engineer you'll speak to, not handed off to a sub-contractor in another country.
The pain we keep hearing
- Agencies quote AI projects at 3–5× the engineering cost. You get a 20-page proposal, a quarterly retainer, a project manager, and a developer two levels removed. We engineer the system directly and charge you the actual cost of doing the work.
- "AI" pitches are vague and unaccountable. You're sold 'AI-powered platform' with no spec, no architecture diagram, no honest discussion of what the model gets wrong. We document the architecture, declare the failure modes, and put a confidence boundary on every output.
- Local options are scarce around Wisbech. Most Wisbech businesses end up using a Cambridge agency, a London consultancy, or an offshore outsourcer. We are Wisbech. Same time zone. Same business hours. Same accountability when something needs fixing.
- Production AI fails silently if no one engineers around the failure modes. Demos hide hallucinations. Production reveals them. We engineer with grounded prompts, schema validation, confidence routing, human escalation, and audit logs — not by hoping the model gets it right.
What we typically build
Production AI chatbots with grounded answers
Customer-support, lead-qualification, internal Q&A. RAG-grounded so answers come from your documents, not the model's training data. Hallucination engineered out, confidence scored, escalates to a human on uncertainty.
Document classification and extraction
Invoices, contracts, forms, emails. GPT-4 or Claude does the reading; we validate structure, score confidence, route low-confidence to human review. 92%+ accuracy in production engagements after tuning.
Lead qualification and routing
Inbound enquiries scored, enriched, classified, routed to the right team member. Replaces 30+ minutes/day of manual triage and lifts speed-of-response from hours to seconds.
Workflow automation with AI in the loop
Python automation orchestrating multi-step business workflows — quote drafting, report writing, email replies, data movement between systems. AI is one tool among many, used only where it pays back.
Where it applies
- Wisbech, March, Whittlesey. PE13–PE15 — local SMEs needing automation without London or Cambridge agency rates.
- Surrounding Fenland businesses. Spalding, Boston, Long Sutton, Holbeach — small distance, same accountability.
- Cambridge & Peterborough SMEs. Many Cambridge/Peterborough businesses prefer Wisbech-based engineering for fixed-price, no-agency-markup delivery.
- UK-wide remote engagements. Most engagements are remote-friendly. Weekly demos, shared docs, Git from day 1.
How we deliver — 5 phases
Discovery
30-min call + 60-90 min structured scoping. Fixed-price quote.
Design
Architecture doc, you sign off before any code.
Build
Git from day 1, weekly demos.
Deploy
Shadow mode → restricted live → full live.
Handover
Docs, runbook, training, 30 days bug-fix.
Full methodology at how we build.
Pricing guidance
Single-system AI builds (chatbot, classifier, lead scorer) £1,500–£6,500 fixed-price. Multi-system AI suites £6,500–£15,000. Care-plan retainers from £99/month for monitoring up to £699/month for active development. Full plan detail at /care-plans.
Where we're based
Wisbech-based, working with clients across Wisbech.
Areas we cover
- Wisbech (PE13)
- March (PE15)
- Whittlesey (PE7)
- Spalding (PE11)
- Peterborough (PE1–PE9)
- Cambridge (CB1–CB4)
- Ely (CB7)
- King's Lynn (PE30)
Real engagement walkthroughs
No fabricated testimonials here. Instead, see what real engagements look like end-to-end:
Related services
Frequently asked questions
Are you a genuine company or a one-person freelancer?
Honest answer: it's a tightly run engineering practice led by Sree, a Python/AI engineer based in Wisbech. For larger projects we bring in trusted contractors with named CVs. We don't pretend to be a 50-person agency — that's exactly the markup we save you.
Where exactly in Wisbech are you based?
Wisbech, Cambridgeshire (PE13). Site visits across Cambridgeshire, Fenland, and Norfolk on request. Most engagement is remote, but in-person discovery sessions are easy to arrange.
Why Wisbech rather than Cambridge or London?
Same engineering, lower overhead, no London/Cambridge agency markup. Our clients get the same calibre of work at 30–50% less than London quotes for comparable systems.
What AI models do you use?
Whichever fits the job. GPT-4 / GPT-4o for general reasoning and classification. Claude for long-document handling. Local open-source models (Llama, Mistral) when data residency or cost matters. We are not locked to one vendor.
Do you offer support after the build?
Yes — tiered care plans from £99/month (Bronze) to £699/month (Gold) and Enterprise on request. Care plans cover monitoring, security patches, model updates, optimisation, and ongoing improvements. Full detail at /care-plans.
How do I get started?
WhatsApp 07864 880790 or call. We do a 30-minute discovery call (free), then a structured 60–90 minute scoping session, then a fixed-price proposal. You don't commit until you've seen the spec and the price.
Start with a 30-minute call
Tell us about the workflow that's costing you the most time. We'll tell you honestly whether automation pays back for your specific case.