The AI Consultancy
AI Implementation: from identified opportunity to production system
The problem this solves
AI pilots that never become reliable production systems
The AI Consultancy takes a defined AI use case and delivers it as a working, monitored production system for UK SMEs and enterprises. Engagements span data preparation, model selection, prompt and integration work, evaluation against real tasks, deployment, and post-launch adoption support, closing with an ROI report against a pre-agreed baseline.
Technique
Choose a model with a fallback for when providers change commercially
“Model and tier selection, with reasoning for the choice and a fallback option if the primary platform changes commercially.”
— AI Implementation Services UK
Technique
Classify demo, prototype, pilot or production before build
“We classify every engagement at the outset so the cost, the timeline and the level of hardening all match the intention.”
— AI Implementation Services UK
Judgement
Match the use case to a known pattern before designing custom
“Identifying the pattern early shortens scoping and avoids the common mistake of designing a custom solution where a configured one is already available.”
— AI Implementation Services UK
AI implementationLLM integrationRAGWorkflow automationCloud architectureAI governance
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