Getting an AI product to handle real users, messy inputs, edge cases, compliance, and 10x load is where most projects die. A landmark 2025 study found 95% of enterprise AI pilots delivered no measurable return. We know the difference between a pilot and a product — because we ship and operate our own.
We don't just build AI products for clients. We run our own in production, every day: VisianAI Receptionist — a 24/7 AI voice agent with 120 five-star reviews, handling thousands of calls monthly — and BrandPlay, QR-code gamification that took lead conversion from 2% to over 35%. So when we advise you on latency, hallucination handling, evaluation, cost control, or what breaks at scale, it comes from operating live systems, not a slide deck.
Foundation models are a commodity anyone can call. The durable advantage is in the product built around them — the retrieval, the guardrails, the evaluation, the integration, the user experience, and the operational discipline to keep it reliable. That is where we spend our time, and it's why our products earn five-star reviews instead of one-off curiosity clicks.
Copilots, assistants, and content-generation systems built into your product or workflow.
From customer-facing assistants to internal knowledge tools.
For the problems that need more than a chatbot.
The retrieval layer that makes AI answers accurate and grounded.
Custom AI product development is milestone-based and starts around £50,000, scaling with complexity. For products where value scales with usage, we can structure hybrid pricing (a build fee plus a usage component), and for the right opportunities we'll discuss revenue-share or co-build arrangements. Every engagement begins with a free strategy call.
Thirty minutes, no pitch deck — an honest read on what's worth building and how fast we can get it live.