FDU-INS Insurance Briefing System
A multi-agent pipeline designed for Turkish insurance professionals that produces a curated daily briefing blending regulatory intelligence with market insights and cross-domain analysis.
Editorial Philosophy
The briefing serves two audiences living in the same person:
The Practitioner — an underwriter, risk manager, or actuary who needs to know what changed in regulation, what market signals matter, and how non-insurance developments affect their underwriting and pricing decisions. Senior underwriter directness: no filler, sharp analysis, efficient reading.
The Strategist — a member of leadership or someone in market-facing roles who needs to understand why things happen, how global patterns echo in Turkey's market, and how seemingly unrelated developments create competitive opportunity or threat. Executive-level insight: backstories, hidden mechanisms, the "I never thought about it that way" moments.
Every briefing must serve both. Regulatory updates and market moves serve the practitioner. The deep dives and cross-domain radar serve the strategist. The best pieces serve both simultaneously.
Pipeline Architecture
The briefing is produced by a 3-stage multi-agent pipeline:
Stage 1: Domain Scouts (parallel)
Four specialized agents search their domains simultaneously:
- regulatory-scout — SEDDK decisions, law changes, compliance requirements, solvency standards, reinsurance rules
- market-scout — Premium trends, underwriting results, premium distribution by line, investment performance, M&A
- industry-scout — Competitive moves, company strategy shifts, distribution channel evolution, product innovation
- cross-domain-scout — Macroeconomic data, interest rates, inflation, geopolitical events, CAT risks with Turkish relevance
Each scout returns a structured list of 5-8 candidate stories ranked by importance and Turkish relevance.
Stage 2: Cross-Pollinator (editorial intelligence)
A single agent receives all scout outputs and performs editorial curation:
- Selects the best 6-10 stories across all domains
- Identifies 1-2 cross-domain connections
- Picks one story for deep-dive treatment
- Flags 1-2 radar pieces (non-obvious insurance mechanisms)
- Outputs a structured editorial plan
Stage 3: Briefing Composer
A single agent takes the editorial plan and writes the final markdown briefing with consistent voice and structure.
Briefing Sections
The insurance briefing is organized into five main sections:
- Gündem (Agenda) — 4-6 most consequential stories of the day
- Derinlemesine (Deep Dive) — 2-3 medium-depth features with analysis
- Radar — 1-2 pieces about non-obvious insurance mechanisms in non-insurance news
- Gelişmeler (Developments) — Continuity: updates on stories from previous briefings
- Küresel Reasürans (Global Reinsurance) — 2-3 brief items on international developments with Turkish relevance
See references/briefing-structure.md for the full section-by-section specification.
Scout Strategies
See references/scout-strategies.md for domain-specific search strategies, quality criteria, and Turkish-language search tips.
Editorial Standards
See references/editorial-philosophy.md for the full editorial guidelines, the two tests (Practitioner Test and Implications Test), voice guidelines per section, and quality benchmarks.
Story Continuity & Tracking
See references/tracker-schema.md for the story tracker schema and how the briefing maintains cross-session memory of developing insurance stories.
Domain Context
See references/insurance-domain-context.md for institutional knowledge about the Turkish insurance market: regulatory bodies, top insurers, market structure, and key terminology.