Procurement Intelligence Engine
FMCG
The Challenge
Procurement teams spent 40+ hours per negotiation manually analyzing vendor history, past bids, SLA performance, and market benchmarks. Decisions were made without intelligence-backed leverage.
Solution: Procurement Intelligence Engine
AI-powered platform combining vendor scoring, bid analytics, and negotiation recommendation engine.
Core Capabilities
1. Vendor Intelligence Scoring
Price stability index (coefficient of variation across bids)
SLA adherence scoring using weighted metrics
Risk profiling (concentration, regulatory, financial health)
2. Bid Analytics Engine
Similarity clustering of historical bids
Price spread analysis across categories
Trend detection (rising / falling patterns by vendor)
3. Negotiation Recommendation
Target price ranges with confidence intervals
Top leverage points per vendor
Scenario modeling (e.g., volume increase impact)
Business Impact
| Metric | Before | After | Improvement |
|---|---|---|---|
| Prep Time | 2–3 days | 15 minutes | 95% faster |
| Price Advantage | ~2–3% below ask | 8–12% below ask | 4–9% gain |
| Supplier Risk Events | 12 / year | 3 / year | 75% reduction |
| Spend Coverage | Baseline | $200M+ enterprise-wide | Expanded |
Key Outcomes
✓ Days → 15 minutes negotiation prep
✓ Better price leverage
✓ Optimized supplier mix
✓ Applied across 50+ negotiations
