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Solutions / 05 AI Consultancy

Working AI features, with a cost model that survives real load.

Large language model and agent architecture applied to products people use, not slide decks. Conversational agents that step up into 3D and augmented reality, AI-assisted engineering pipelines, and phased cost analysis so spend arrives only when measured load demands it.

Offers

What we do

01

Applied LLM and agent architecture

Agent and multi-agent workflows, Model Context Protocol servers and the messaging that connects them.

02

Conversational agents that escalate into 3D and AR

A speech-to-text chat agent that becomes a 3D avatar and then an AR experience in the browser, with nothing to install.

03

AI-assisted engineering pipelines

AI-assisted conversion of CAD and 3D assets, and agentic tooling used daily in delivery.

04

Phased cost analysis

Performance budgets and cost triggers, so each stage of an AI service is paid for only when the measurements justify it.

Demonstration: AI Vision Training Platform
Outcomes

What this has produced

Told by organisation type and date. Client and product names are withheld. Business partners are named.

Spatial intelligence start-upParks and trails

An AI guide with no app to install

A speech-to-text chat agent that escalates to a 3D avatar and then to AR, delivered as a standalone web app and as a widget operators drop into their existing sites.

React, TypeScript, WebXR
AI Consultancy enquiries

Tell us about the estate, the device or the problem.

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