Power Equipment Manufacturer
AI + Bid Management System
Client Background
A power equipment manufacturer with approximately 80 annual tenders and a bid team of just 3 people. Each bid required manually reading hundreds of pages of tender documents, extracting qualification requirements, scoring criteria, and delivery conditions line by line.
Challenges
Low Processing Efficiency
Processing a single tender document set took 2-3 days. The bid team was chronically overworked.
High Oversight Risk
Hundreds of requirements scattered across chapters. Manual cross-checking easily missed critical compliance clauses.
Hard to Transfer Expertise
Senior bid managers' experience couldn't be systematically captured. New hire ramp-up took too long.
Solution
Using the PROOF co-creation method, we delivered an AI bid management system in 12 weeks:
- 1
AI automatically parses tender documents, extracting key requirements and scoring criteria
- 2
AI automatically compares against company qualification library, identifying gaps and risks
- 3
Bid manager reviews AI results, makes final decisions
- 4
Each bid result feeds back into the system for continuous AI learning
Implementation
Profile Phase (2 weeks)
Deep-dive into bid workflow, first AI validation with 6 real tender document sets
Reality-check Phase (2 weeks)
Built demonstrable prototype, client confirmed core functionality
Orchestrate Phase (6 weeks)
3 Sprint iterations, delivering a usable version every 2 weeks
Operationalize (2 weeks)
System deployment, team training, acceptance passed
Results
Client Feedback
“We used to dread tight deadlines. Now AI does the first pass — we just confirm and decide. The biggest surprise was AI catching qualification requirements we'd missed.”
— Bid Department Manager
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