Debut Web Consultants designs and deploys production AI — the agents, automations and systems your business actually runs on. Not pilots that stall in a slide deck. Working software, in your stack, earning its keep.
Production systems shipped across
fitness · hospitality · fintech · automotive · the creator economy
Drop in your website or business type. We map where AI actually pays off — the builds, the hours saved and the cost — in plain numbers.
We focus on the systems with the clearest return — the ones buyers are deploying right now — and build them properly for your business, not as another demo.
Resolve the repetitive queries instantly, around the clock — and route everything else to the right human with full context.
Answer every call, qualify the caller and book the appointment — even at 2am. Natural conversation, your tone, no missed leads.
Enrich, score and follow up on every lead while your team sleeps — so the hot ones reach a human at exactly the right moment.
Connect your tools and hand the admin to a system that doesn't get tired or make mistakes — across the apps you already run.
A coordinated team of agents for work that's too complex for one — they research, draft, check and act, each doing its part.
Straight answers from your own documents, contracts and data — with sources you can check. Retrieval done properly (RAG).
A fixed-scope, fixed-price assessment that maps your workflows and tells you exactly where AI returns the most — and where it won't. You walk away with a costed roadmap, whether or not you build it with us.
Meet Alex — an AI car sales assistant we built for Audi London. It holds a real conversation by voice or text, searches live vehicle stock, shows the actual cars and books test drives. Try it yourself.
Technology demonstration · not affiliated with Audi AG.
A straight line from your bottleneck to working software. You see progress at every step — no black boxes, no disappearing for three months.
We map your workflows and pinpoint where AI returns the most, fastest — and rule out where it doesn't.
Models, data, tools and guardrails — the whole system designed and agreed before a line is written.
Built full-stack, tested hard and reviewed with you in the loop the entire way through.
Into your stack, measured against real numbers, and tuned in the open until it's earning its keep.
These aren't case studies borrowed from a deck — they're our own products, in production. We build as founders, not just contractors, which means we understand the cost of getting it wrong.
A full creator-agency automation platform: six social OAuth integrations, per-creator AI personas with voice cloning, avatar video pipelines and a multi-agent marketing orchestrator running it all.
A stacked machine-learning trading ensemble — gradient-boosted and deep sequence models under a meta-learner, an LLM decision council and a live exchange execution layer.
AI-powered coaching platform with personalised programmes and an LLM coaching layer.
Next-gen hospitality POS with loss-prevention AI and processor-neutral payments.
An AI business assistant on a multi-node pipeline spanning fifteen specialist domains.
Most consultancies stop at the recommendation. We stay in the room and ship the thing — which is why our advice is grounded in what actually works in production.
Live platforms across five sectors — not prototypes that never left the lab.
Every recommendation is grounded in systems we've actually put into production.
We design systems where agents orchestrate tools and data — not just a chat box bolted on.
Engage us as a strategy partner or as your embedded AI engineering team — your call.
Entry engagements from £1,500 — clarity and ROI without a six-figure commitment.
Business and engineering, fluently. No translation layer between you and the build.
Bring a workflow, a bottleneck or a half-formed idea. We'll tell you straight whether AI is the answer — and if it is, we'll build it.