AI Development
Custom assistants and LLM-powered tooling built around your data, your tone of voice and your edge cases, with evaluation built in.
models · RAG · evaluation
// grahamstest.com — experimental frontpage — build 2027.b.a2bd00
AI integration, live chat software, business system automation and data platforms. Designed, built and supported in the UK.
Most test sites are a blank page that says it works
. This one is the proving ground for production software: live chat platforms, energy and storm data applications, and AI integrated directly into the systems businesses already run on.
↳ selected work below.

Live chat platforms serving customers around the clock, monitoring dashboards that never sleep, storm and weather data processed in real time, and AI integrated into ITSM, accounting and support workflows. Server-side systems, automation and AI, delivered end to end.
A selection of the platforms, integrations and AI systems currently in production.
Real-time home energy dashboard: inverter strings, battery state, grid flow, tariff-aware costs, export earnings, solar forecasting and 24-hour history, refreshed live from the inverter API.
php · realtime api · charts · tariffs · forecastingLive chat software for business websites. Real-time visitor chat, operator console, canned responses, routing, analytics and AI-assisted triage, hosted and supported in the UK.
The AI layer inside IMsupporting. Conversational flows that greet visitors, qualify enquiries, answer from your own knowledge base and hand over to a human operator at the right moment.
Live energy dashboard for a 20-panel array, 10 kWh battery and grid tariffs. Flow statistics, export earnings, forecasts and history in one screen.
Storm-focused weather data applications for the UK. Severe weather tracking, lightning and storm alerts, and forecast data ingested, processed and presented in real time.
Integrations between service desks, accounting software and the rest of the business. Tickets raised from conversations, invoices and ledgers kept in sync, and manual admin removed from the workflow.
AI built into existing products and processes rather than bolted on. Document handling, classification, summarisation, assisted support and decision tooling, with guardrails and evaluation designed in from the start.
Server-side systems, scripting and automation, data pipelines, bespoke integrations and AI capability added to existing products. If it needs building, it can be discussed.
Most businesses already hold the data they need. It sits in a CRM, a service desk, an accounts package, a web shop and a set of spreadsheets that rarely talk to each other. The work is joining those systems together, then adding AI only where it genuinely saves time and improves service.
Where the data lives, who touches it, and which tasks take the longest by hand.
APIs, webhooks, databases and exports joined into one reliable flow between systems.
Answering, classifying, routing, summarising and drafting, applied only where it earns its place.
Hand-over, approvals and a full audit trail, so a person is never more than one step away.
Evaluation, logging and cost tracking, so you know it works on day one and keeps working.
Every business is different. The pattern is not. swipe →
Order status, returns and stock questions answered from your shop data in seconds, with a person on hand for the difficult ones. Product and stock information kept in sync across every channel.
web shop · EPOS · couriersAccountants, solicitors and consultancies. Client onboarding, document intake and engagement letters handled automatically, invoices chased politely and on time, all tied into your practice and accounting software.
practice software · accounts · e-signatureFirst-line answers drawn from your own documentation, tickets triaged and enriched before an engineer opens them, and noisy alerts summarised into something a person can act on.
ITSM · RMM · knowledge baseViewing requests booked, maintenance reports triaged with photos attached, and applicant documents collected and checked before anyone needs to pick up the phone.
CRM · maintenance · referencingQuote requests captured from chat, email and web forms, jobs scheduled around your team, and invoices raised in your accounts package the moment a job is marked complete.
scheduling · quoting · invoicingBookings, opening hours, menus and allergen questions answered around the clock, and customer reviews summarised each week for the manager.
bookings · menus · reviewsLive order tracking for customers, supplier paperwork read and filed automatically, and quality and delivery reports condensed for the morning meeting.
ERP · suppliers · trackingAppointment requests, reminders and pre-visit forms handled automatically, with anything clinical routed directly to your staff. Nothing diagnostic, everything auditable.
appointments · forms · remindersMonitoring dashboards, tariff logic and meter data turned into plain-English insight, from a single solar array to an entire estate.
monitoring · tariffs · meter dataDonor and member enquiries, event sign-ups, Gift Aid paperwork and renewals automated, so small teams can spend their time on the cause.
donors · events · renewalsIndividual services, or a combined engagement covering the full stack.
Custom assistants and LLM-powered tooling built around your data, your tone of voice and your edge cases, with evaluation built in.
models · RAG · evaluationFast, distinctive, accessible websites. Purposeful motion, confident colour and performance scores that hold up under scrutiny.
design · front-end · performanceReal-time chat that drops into any site, with AI triage, hand-off to humans and analytics that tell you what visitors actually want.
realtime · widgets · AI triageStaffed live support backed by AI assistance, so your customers receive answers rather than ticket numbers.
24/7 · copilots · SLAsRemove manual effort from the business. Document intake, routing, summarisation, reporting and decision support, integrated with ITSM, accounting and the tools you already use.
automation · workflows · integrations
Live chat, AI assistance and human support working as one system. The visitor never sees the seam, and your team never loses the thread.
For AI development, custom AI integration, website design, live chat software, live support services or automation of your business processes, get in touch.
g@gjs.email