Billy
AI delivery lead
Keeps the workflow, business outcome and specialist work in one delivery thread.
Custom AI software · UK
Off-the-shelf tools are built for average workflows. We build focused systems around your data, rules and approval points, then prove one workflow before expanding.

Send us the task that is too manual, too specific or too awkward for SaaS. We will say whether to buy an existing tool, build a focused bespoke AI workflow, or leave it alone for now.
Four signs the current setup is costing time, enquiries or confidence:
Generic AI tools are impressive demos, then fall apart when the answer depends on your quote rules, customer history, stock files, approvals or job records.
Orders in one system, stock in another, invoicing in a third. Manual re-keying wastes time and introduces errors. The custom AI software has to work with the tools you already use.
The right system should not remove people from risky decisions. It should prepare the work, score confidence, flag exceptions and keep your team in control.
A sensible build starts with one narrow workflow: quote prep, invoice checks, enquiry triage, drawing extraction, job updates or internal Q&A. Then it earns the next stage.
The exact mix depends on the problem, but these are the practical parts we can own:
We decide whether the first move should be SaaS, automation, document processing, or a bespoke AI software build.
Tools that use your pricing rules, customer history, drawings, spreadsheets or approvals to prepare work for human sign-off.
AI that reads PDFs, emails, forms or exports, then routes exceptions instead of asking staff to re-key everything.
Assistants that answer from your files, jobs, products or policies rather than a generic internet model.
AI wired into Sheets, Docs, Gmail and Drive so staff work inside familiar tools.
Connect your existing tools: Sage, Xero, CRMs, job systems, file storage and spreadsheets where the APIs allow it.
Who works on it
You still deal directly with Chris and Kay. These named AI specialists support the research, build and checking behind the work, with human approval around client, commercial and release decisions.
AI delivery lead
Keeps the workflow, business outcome and specialist work in one delivery thread.
Full-stack software engineering
Builds the end-to-end product and handles the difficult implementation work.
Systems & platform engineering
Owns robust business logic, jobs, data and platform foundations.
Integrations & APIs
Connects the new tool to the software your team already depends on.
QA & release confidence
Tests edge cases, failure paths and release behaviour before go-live.
Explore by context
The workflow changes by sector, but the job is the same: remove a costly bottleneck without forcing your team into a generic platform.
We decide whether the honest answer is SaaS, automation, document processing, a small AI agent, or a bespoke software build.
We map the data, approval points, exception handling and success metric before a platform-sized project is even discussed.
We create a working system around your real documents, jobs, spreadsheets, emails and tools, with regular demos for your team.
We roll it out with staff training, monitoring, documentation and a practical support plan for the next improvements.
Bespoke AI software projects start from £5,000 for a focused first workflow. Full AI-powered business systems typically range from £15,000–£50,000+. We scope and quote everything upfront — no surprises.
From £5,000
Focused tool
From £3,000/month
Ongoing AI build retainer
If your project’s smaller than this, tell us, we’ll point you to a freelancer we trust. Better that than the wrong fit.
It can read this service page, research your business and ask only what it still needs to scope custom ai software. You approve the enquiry before anything is sent.
Copy it, open your AI, and paste it in.
Custom AI software is a system built around your own workflow, data and approval rules rather than a generic SaaS tool. We build internal business tools, customer-facing assistants, Google Workspace automations, AI dashboards, quoting tools, document workflows, job management systems and integrations around the way your team already works.
Yes. Happy Webs is based in Tameside, Greater Manchester, and builds custom AI software and bespoke AI systems for UK small and medium-sized businesses. Most projects start with one workflow: a quote process, document check, internal assistant, customer enquiry flow, reporting dashboard or integration between tools.
The best first projects are narrow, measurable workflows: quote preparation, invoice or PO checks, technical document extraction, enquiry triage, customer update drafting, internal knowledge search, approval queues or dashboards that pull information from several systems. If the first useful version needs a full platform replacement, we will usually recommend a smaller starting point.
ChatGPT is a general-purpose tool. What we build is connected to your business data, your approval steps and your existing systems, then designed for a specific workflow your team repeats. It is the difference between a general assistant and a purpose-built business tool.
Yes — trained on your products, services, pricing, and FAQs. It handles common enquiries, provides instant answers, and captures contact details for your team to follow up. Works 24/7, even when you're closed.
Yes — we build custom AI tools that work inside Google Sheets, Docs, Gmail, and Drive. Automate data processing, generate reports, draft emails, and more without leaving the tools your team already uses.
Focused tools and chatbots can be delivered in 4–6 weeks. Full AI-powered business systems typically take 3–6 months depending on scope and complexity.
That's the whole point. We design for real people, not developers. Your team gets training, documentation, and a system that's intuitive to use from day one.
Yes — you own every line of code. No vendor lock-in, no per-seat licensing surprises. It's yours.
Upfront, yes. But off-the-shelf tools come with monthly licence fees, limitations you have to work around, and often need expensive customisation anyway. Custom AI software pays for itself by fitting your business exactly and growing with you.
Buy SaaS for generic work like meeting notes, simple scheduling, transcription and general writing. Build bespoke AI software when the workflow depends on your data, your approval rules, several existing systems, or a process competitors cannot copy by buying the same subscription.
For one manufacturing client, we built an entire production management system with AI baked in: automated invoice verification, technical drawing extraction, AI quality control that analyses photos for defects, a conversational AI assistant for shop floor staff, event-driven workflow automation, and live analytics dashboards refreshing every 30 seconds. All running in production, every day. Read the full Kingsland Fabrications case study. We also build simpler tools, Google Workspace automations, customer-facing chatbots, and data processing pipelines.
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.