AI opportunity prototypes – offshore services supplier
Category: Client prototypes Status: Delivered as prototypes Time window: 2026 Live URL: Private
Purpose
Three working prototypes built straight from an AI Opportunity Report, running live against Claude and grounded in the client's real product catalogue.
Who it is for
The sales and operations leaders of an offshore services supplier.
Stack
- Frontend: Next.js (App Router), TypeScript, Tailwind
- LLM / AI: Anthropic Claude with prompt caching and structured tool output
My contribution
Turned three workshop opportunities into working prototypes.
Notable capabilities
- AI-assisted quote generation with real catalogue matching, indicative pricing and PDF export
- Sales-to-operations handover pack with confidence scores and flags
- Prioritised follow-up queue with drafted outreach
Outcome
Used to make the report's top recommendations concrete in the decision meeting.
Related case study: 12-ai-opportunity-reports
Skills demonstrated
rapid-prototyping, claude-structured-output, prompt-caching
Want to discuss the decisions behind it?
Over fifteen years of consulting and growth, and hands-on AI delivery from discovery to daily operations. I can share my CV and talk through how I connect business outcomes with systems that run.
Available for a chat. In person in Stavanger, or remotely worldwide.