Overview

Meet QuoteDoc, your RFQ Automation AI Agent
The Problem: RFQ Processes That Don't Scale
Wholesalers and distributors handle high volumes of RFQs against fragmented catalogue, inventory, and pricing data -- assembling quotes one at a time in a process that breaks down at scale. Requests arrive across email, phone, web portals, and messaging channels with no central register, leading to repeated data re-entry across systems, inconsistent tier and discount application, and opportunity leakage.
How AI-Powered RFQ-to-Quote Automation Solves It
This solution captures every inbound request regardless of channel, extracts structured line items using AI-driven document and language understanding powered by Amazon Bedrock, matches them against your catalogue and inventory, applies tiered pricing rules, and produces a ready-to-send quote -- all with human sign-off before dispatch.
Where pricing is externally set by a principal or supplier, the platform ingests and tracks those rates directly, automatically flagging quotations affected by rate changes so your team never quotes on stale numbers.
The solution complements your existing CRM and ERP systems rather than replacing them, integrating with catalogue, pricing, and order-system workflows you already rely on.
Key Capabilities
- Multi-channel RFQ intake with automatic extraction of structured line items from emails, portals, and messaging channels
- Catalogue and inventory matching with tiered and discount pricing automation
- External rate pass-through with automatic change-flagging for principal-set pricing
- Approval routing with full audit trail -- every quote traces back to a rule, catalogue entry, or external source
- Internal handoff tracking and unified pipeline visibility across all business units
- Manual and off-system fallback for edge cases requiring human intervention
Expected Business Outcomes
- 50-70% reduction in quote turnaround time
- 30-50% more RFQ volume handled without additional headcount
- 10-20% improvement in quote-to-order conversion
- 60-80% reduction in manual effort per quote
- Automatic flagging when external rates change, eliminating downstream pricing errors
Built for Industries Including
Industrial and B2B distribution, wholesale-facing retail, building materials and construction supply distribution, and agency or reseller models operating on principal pricing.
AWS-Native Architecture
Built on AWS-native serverless architecture with secure multi-tenant storage, designed for scalability and reliability. The platform leverages Amazon Bedrock for AI-driven document understanding and language extraction, ensuring your RFQ processing benefits from enterprise-grade cloud infrastructure.
Assessment-Led Engagement Approach
Delivered by NeenOpal Inc., an AWS Advanced Tier Services Differentiated Partner since 2019 with AI, Data and Analytics, and SaaS Competency. NeenOpal participates in the ISV Accelerate, AWS Managed Service, ACE, and Well-Architected Partner Programs.
The engagement follows a structured, assessment-led approach:
- Identify the RFQ opportunity and quantify current-state economics
- Demonstrate the target workflow against your actual data
- Execute a controlled pilot to prove business outcomes
- Expand across business units with measurable ROI
Research-Backed Solution Design
This solution is informed by research across 33 company groups, 19 industries, and 4 countries encompassing 242 problem statements, with reference deployments in industrial B2B distribution and distributor models on principal-set agency pricing.
To get started, reach out through AWS Marketplace to book a discovery call and explore how this solution fits your RFQ workflow.
Highlights
- Reduces quote turnaround by 50-70%, handles 30-50% more RFQ volume without added headcount, and improves quote-to-order conversion rates by 10-20% through consistent, traceable pricing. These outcomes are grounded in reference deployments across industrial B2B distribution environments, delivering measurable ROI from the pilot phase onward.
- Captures RFQs from every inbound channel - email, portal, phone, and more - then extracts structured line items and matches them against your catalogue, inventory, and pricing data. Eliminates manual re-entry across systems and ensures no request falls through the cracks, reducing opportunity leakage and accelerating response times across your entire quoting pipeline.
- Applies both internal tiered and discount pricing rules and externally-set principal or supplier rates within a single platform. Automatically flags quotes affected by rate changes so your team can review exceptions quickly. Integrates with existing CRM and ERP systems to unify catalogue, pricing, and order-system workflows without replacing your current technology stack.
Details
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Post-Deployment Support
NeenOpal provides ongoing support for the RFQ AI Automation Agent after production deployment. For support inquiries, troubleshooting, or service requests, contact us at aws_marketplace@neenopal.com .
About NeenOpal
NeenOpal Inc. is an AWS Advanced Tier Services Differentiated Partner with AI, Data and Analytics, and SaaS Competency. NeenOpal also holds Managed Service Provider accreditation and multiple AWS Service Deliveries with FTR-validated solutions.
For general inquiries, engagement scoping, or to book a discovery call, reach us at aws_marketplace@neenopal.com .