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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.

Illustrative mock-up of the tool : opportunity note · new offering
Illustrative mock-up: the names, values and documents shown are fictitious.

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

  1. 01Strategic studies delivered to the leadership team (portfolio, notes, dashboards)
  2. 02Audit of deliverables against the official registers
  3. 03Industrialisation as an autonomous agent
  4. 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.

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