Procurement RFQ and Vendor Comparison Copilot Agent for a National Distribution Operation

Procurement runs on documents that never arrive in the same format twice. A national distribution operation was drafting requests for quote by hand, then wrestling every vendor's response into a shape it could compare, line by line, in a spreadsheet. Off-standard terms slipped through because no one had time to read every returned contract closely. The process worked, but it was slow and it was risky. Sourcing decisions waited on manual assembly. The operation wanted the drafting, the normalizing, and the term-checking handled by a system. They called BabyBots.

Strategic Impact

Our Approach

RFQ Drafting from a Brief

A short brief became a complete request. The Copilot Studio agent drafted requests for quote from a few inputs, applying the operation's standard structure and requirements so nothing had to start from a blank document.

Vendor Quote Normalization

Every response arrived comparable. The agent took vendor quotes in their varied formats and normalized them into a consistent structure, replacing the manual line-by-line reformatting that had made comparison slow.

Side-by-Side Comparison

Sourcing decisions got a clear view. Normalized quotes were assembled into a side-by-side comparison across price, terms, and lead time, so the tradeoffs were visible without building a spreadsheet each time.

Off-Standard Term Detection

The risk in the fine print surfaced automatically. The agent flagged contract terms that deviated from the operation's standards, catching the clauses that had previously slipped through under time pressure.

Review and Approval Controls

The system prepared, people decided. Drafts, comparisons, and flags were routed for review and approval, keeping procurement judgment with the team while removing the manual assembly around it.

BabyBots Impact Assessment

The Impact

The client took the manual assembly out of procurement without taking people out of the decision. Requests for quote are drafted from a brief, vendor responses arrive normalized and compared, and off-standard terms are flagged before they reach a signature. Sourcing decisions that once waited on someone reformatting spreadsheets now arrive ready to make, with the risky clauses already surfaced.

The engagement opened by walking the operation's procurement cycle from RFQ drafting through vendor comparison and term review. Documenting how quotes varied and where terms slipped through defined what the agent needed to standardize and catch.

Copilot Studio procurement agent for RFQ drafting from a brief
Vendor quote normalization across varied formats
Side-by-side comparison of price, terms, and lead time
Off-standard contract-term detection and flagging
Review and approval routing controls

Project Journey

Project Timeline

Phase 1

Procurement Copilot — Procurement Cycle Mapping (Phase 1)

Walked the procurement cycle from RFQ drafting through vendor comparison and term review, documenting where quotes varied and terms slipped through.

Phase 2

Procurement Copilot — Agent Design and RFQ Templating (Phase 2)

Designed the Copilot Studio agent and the standard RFQ structure it would draft from a brief.

Phase 3

Procurement Copilot — Quote Normalization and Comparison Build (Phase 3)

Built vendor quote normalization and side-by-side comparison across price, terms, and lead time.

Phase 4

Procurement Copilot — Term Detection and Approval Controls (Phase 4)

Added off-standard contract-term detection and review and approval routing.

Phase 5

Procurement Copilot — Pilot and Rollout (Phase 5)

Piloted the agent against live sourcing cycles, tuned normalization accuracy, and rolled it out to procurement.

Supply Chain / Copilot Studio

Procurement should not wait on someone reformatting a spreadsheet.

The system prepared, people decided. Drafts, comparisons, and flags were routed for review and approval, keeping procurement judgment with the team while removing the manual assembly around it.