Report build documentation

Agentic Workflows

One page per report section. Each page explains how the section is produced: inputs, step-by-step workflow, data handling, and limitations, without writing the final report itself.

• Strategic profile
  Council Leader Profile
  Produce a concise, neutral strategic profile of the current Oxford City Council leader.
• Strategic analysis + stance table
  Key People
  Map the council–client relationship and identify the political figures who materially shape the client's position at Oxford City Council.
• Evidence table
  Key Organisations
  Identify the organisations beyond the core councils that materially shape the Oxford City Council area across housing, transport, health, education, economy, environment and community.
• Structured issue list
  Key Local Issue
  Identify the dominant issues shaping public and political debate in the selected location through structured, source-attributed evidence.
• Election tables + 500-word analytical overview
  Political Lens
  Explain the local political landscape through the two most recent election cycles, campaign issues, key figures and local media coverage.
• Multi-table report section + Capability 2 assessment
  Planning Applications
  Combine GOV.UK aggregate planning statistics, recent Oxford City Council application examples and the local planning policy framework into a cautious, evidence-led Capability 2 assessment.
• Persona set (4, traceable to evidence)
  Persona Creation
  Produce a small set of data-grounded resident personas for Oxford City Council, traceable to demographic, socio-economic and community-theme evidence.
• Technical note
  Postman Data Pipelines
  Technical issues and development needs for the ONS, IMD and Places Scores pipelines.