All sectors
Sourced opportunity note for launching a new programme
An agent produces the opportunity note for a new accredited programme: job market, competition, skills needs, with every figure sourced. Teams start from a structured file instead of a blank page.

Context
A leadership team that must justify each new programme to approval bodies with market data.
The problem
Weeks of desk research per file, with figures rarely sourced.
What we built
An agent that reads the official record of the target certification, plans its searches, aggregates six public sources (job postings, labour needs, national statistics, graduate employment outcomes) and writes a Word document in 9 sections. Beforehand, an agentic system produced full portfolio studies for the leadership team (Excel dashboards, opportunity notes, certification compliance audits).
Steps
- 01Strategic studies delivered to the leadership team (portfolio, notes, dashboards)
- 02Audit of deliverables against the official registers
- 03Industrialisation as an autonomous agent
- 04Migration to the client's experimentation platform
Hosting and models
Client's Azure Container Apps; Gemini via LiteLLM; public APIs (employment, national statistics); initial studies produced with Claude Code.
Services involved
Agentic platforms · AI & Cloud Strategy
We name a client only with their written agreement. The budgets and detailed results of our engagements remain confidential.