OK Procurement AgentAI-3369
Recommended award — ABC Industrial (score 91/100)
PR-5518 · ESP Controller PCB
Confidence
88%
ImpactLifecycle saving $34K · 14 days faster
Governance: human approval required for safety-critical execution
Supply Chain
Procurement & vendor evaluation
Full oil & gas procurement lifecycle with AI-assisted evaluation. Final award always requires authorized human approval.
Open requisitions
63
Pending awards
17
Urgent (breakdown)
4
Committed value
$24.6M
Procurement lifecycle
Demand›PR›RFQ›Offers›Technical Eval›Commercial Eval›Legal›Risk›Approval›PO›GRN›Invoice›Payment
Bid comparison — PR-5518 — ESP Controller PCB (4 ea)
AI recommends ABC Industrial · score 91/100
| Vendor | Price | Delivery (d) | Technical | Warranty | History | AI score |
|---|---|---|---|---|---|---|
| ABC Industrial | $146,000 | 21 | 100% | 24 mo | 94% | 91 |
| Delta Oilfield | $138,000 | 45 | 88% | 12 mo | 81% | 78 |
| Nord Controls | $159,000 | 30 | 96% | 36 mo | 88% | 85 |
- • Fully compliant technically — no deviations on the ESP control spec
- • 7% lower lifecycle cost when spares and warranty are included
- • 14 days faster delivery than the next compliant bidder
- • Strong historical reliability: 94% on-time across 31 prior POs
Requisition pipeline
| PR | Title | Stage | Value | Bidders | Urgency | Owner |
|---|---|---|---|---|---|---|
| PR-5521 | Thrust bearings BR-550 (4 ea) | RFQ | $82,000 | 4 | Urgent | Procurement |
| PR-5518 | ESP controller PCB (4 ea) | Technical Evaluation | $146,000 | 3 | Urgent | Procurement |
| PR-5502 | Pipeline ILI inspection services | Commercial Evaluation | $910,000 | 5 | Normal | Integrity |
| PR-5488 | Turnaround scaffolding contract | Award Approval | $1,240,000 | 6 | Normal | Turnaround |
| PR-5470 | Mechanical seals framework | PO Issued | $210,000 | 3 | Normal | Maintenance |
Procurement data upload
Purchase requests, POs and vendor performance
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Expected columns: po_id, vendor, category, date, amount, lead_time_days, on_time_pct, quality_score
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