NeenOpal RFX AI Automation Agent - Bid Response Solution

For organizations responding to a high volume of requests for proposal, quotation, or information, the bottleneck is rarely expertise. It is the time required to extract requirements from unstructured documents, cross-reference product specifications, apply pricing logic, and produce a compliant, formatted response before the window closes. At scale, this creates a structural capacity constraint that limits how many bids a team can competitively pursue.

NeenOpal has built and deployed RFX automation for manufacturing and retail clients where quote cycle time directly determines win rates. The agent ingests documents from email, shared drives, and procurement portals, uses large language models to extract line-item requirements and compliance criteria, retrieves matching content from live product and pricing data using semantic search, and produces a draft response in the client's preferred format for review and submission.

• Document ingestion from email, shared drives, and procurement portals covering PDF, Word, and structured form formats
• AI-powered extraction of line-item requirements, technical specifications, delivery terms, and compliance criteria
• Semantic retrieval across product catalogs, pricing tables, and historical bid libraries using Bedrock Embeddings and OpenSearch
• Automated response generation with configurable templates aligned to client brand, formatting standards, and compliance requirements
• Reviewer workflow with confidence flags on matched items and full audit trail for submitted responses
• CRM, ERP, and document management integration for end-to-end bid lifecycle tracking

1. Discovery and Data Assessment (2 weeks) - NeenOpal conducts a scoping workshop to map your current RFX workflow, document sources, product catalog structure, and integration requirements. Deliverable: Requirements document and solution design.
2. Integration Build and Configuration (4-6 weeks) - The agent is configured with your document ingestion sources, product catalogs, pricing data, compliance rules, and response templates. Integrations with CRM, ERP, and document management systems are established. Deliverable: Configured agent in staging environment.
3. Pilot and Validation (2-3 weeks) - The agent processes a representative set of live RFX documents. Reviewers validate output quality, retrieval accuracy, and formatting compliance. Deliverable: Pilot results report with accuracy metrics.
4. Production Rollout and Enablement (1-2 weeks) - Agent is deployed to production with monitoring, alerting, and reviewer training. Deliverable: Production deployment, runbook, and admin guide.

• Manufacturing and industrial distributors responding to high volumes of RFQs from procurement teams
• Technology and professional services firms managing complex RFP responses across multiple practice areas
• Retail suppliers and CPG companies handling retailer-initiated pricing and compliance document requests
• Government contractors managing structured bid submission requirements across multiple concurrent opportunities

• Requires a structured product catalog or pricing data source accessible via API or database connection
• Supported document formats: PDF, Word (.docx), and structured web forms
• English-language documents supported; additional languages available upon request during discovery
• Buyer must provide AWS account access or authorize deployment within NeenOpal-managed infrastructure
• The agent generates draft responses for human review - final submission remains a human decision
• Buyer-side staffing needed: product data owner and IT liaison for integration setup

Built on Amazon Bedrock with data encrypted in transit and at rest. Deployed within VPC with private endpoints. Full audit trail maintained for all document processing and response generation. Data retention policies are configurable per client requirements.

• AWS Advanced Tier Services Partner with AI, Data and Analytics and SaaS Competency
• Deployed RFQ automation for retail clients achieving 3x increase in processing capacity without adding headcount
• Retrieval-augmented architecture ensures responses draw from current product and pricing data, not stale model knowledge
• Compliance and formatting rules are fully configurable per client, supporting industry-specific and client-specific bid standards

To begin, book a 30-minute discovery call to assess your RFX workflow and determine fit. Contact aws_marketplace@neenopal.com  to schedule.