Case 07 · Bidding Response Agent · 200-500 Page Tenders · Response Cycle 5d → 2d¶
TL;DR: Bidding Response Agent · 200-500 Page Tenders · Response Cycle 5d → 2d. Direction: Agent Workflow. Scale: 200-500 page tenders. Hard KPI: tender turnaround 5 days → 2 days. Tech: long-context planning, scoring extraction, competitive gap analysis, draft generation, human final review. My role: agent workflow architecture, long-context chunking strategy, scoring extraction rules. Client name anonymized under NDA.
- Direction: Agent Workflow
- Industry: IT-integrator
- Scale: 200-500 page tenders
- Hard KPI: tender turnaround 5 days → 2 days
Problem¶
Tenders are 200-500 pages, scoring extraction by hand is slow, competitive intel is disconnected, and response quality depends on the junior on duty.
Solution¶
Long-context planning · scoring extraction · competitive gap analysis · response drafting · human final review, chunking strategy for 200-500 page docs.
Tech Stack¶
long-context planning, scoring extraction, competitive gap analysis, draft generation, human final review
Result (Hard KPIs)¶
tender turnaround 5 days → 2 days
My Role¶
agent workflow architecture, long-context chunking strategy, scoring extraction rules
Related¶
Next: Download PDF · 30-min alignment
Client name anonymized · KPIs verified · Real client name disclosable under NDA.