End-to-End RFQ Lifecycle Automation — From Inbox to Vendor Negotiation
End-to-end procurement-side RFQ lifecycle automation — from incoming RFQ intake through vendor selection, distribution, quotation capture, and HITL negotiation. Unlike sell-side RFQ intelligence (customer-facing quote completion), this system automates the buy-side vendor management workflow.
The Challenge
What They Were Dealing With
The full RFQ lifecycle — from initial email intake through vendor selection, rate collection, and negotiation — was managed through a patchwork of manual email threads, spreadsheets, and phone calls. Each step required human coordination, leading to slow turnaround, inconsistent vendor evaluation, and dropped follow-ups.
What We Built
The System
Email monitoring and classification — detects and categorises RFQ-related emails across the operations inbox
Intelligent data extraction — pulls structured RFQ fields from unstructured email content and attachments
Automated RFQ creation — generates standardised RFQ records from extracted data
Vendor selection engine — matches RFQ requirements against vendor capabilities, past performance, and lane coverage
Automated RFQ distribution — sends structured RFQ requests to selected vendors via email
Quotation capture — parses vendor responses and extracts rate data into a structured comparison format
Automated follow-ups — tracks vendor response status and sends timed follow-up reminders
Human-in-the-loop negotiation — surfaces structured vendor comparisons for operators to make final negotiation decisions
Results
Measurable Impact
70%
Reduction in manual RFQ processing time
End-to-end RFQ lifecycle from intake to vendor selection automated
4x
Faster vendor distribution
RFQs distributed to qualified vendors within minutes, not hours
95%
Vendor response rate
Automated follow-ups ensure near-complete vendor participation
50%
Faster time to best price
Structured comparison eliminates manual rate compilation
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