Predictive Quoting
An active agent that converts unstructured RFQs into technical quotations. Deployed on high-performance TPU 8i clusters, it analyzes specs against live inventory costs and labor rates to produce precise, margin-protected bids with unparalleled Time to First Token (TTFT).
The Operational Bottleneck
"Technical RFQs rot in inboxes while engineers manually calculate margins against fluctuating commodity prices. Legacy AI models choke on 50-page RFQ documents, leaving sales teams waiting minutes for an automated response."
The Sovereign Solution
Vertex AI, accelerated by Google's TPU 8i architecture, ingests massive technical PDFs and outputs results with sub-second inference. Our agent maps requirements to real-time ERPNext data, ensuring quotes are immediately generated and theoretically profitable.
Core Mesh Architecture
Sovereign Cloud Integration
RFQ Analyzer
Natural Language Processing
TPU 8i / Vertex AI
Sub-second Inference & Costing
Technical Quote Gen
Autonomous SLA Drafting
Real-World Application
Aerospace Bracket Quotation at Scale
A CNC machining facility receives a 40-page RFQ for custom aerospace brackets. Infinary-Quote ingests the entire PDF utilizing TPU 8i nodes, instantly identifying the 'Alloy 7075' requirement and cross-referencing live ERP inventory costs.
The agent detects an alloy price spike and autonomously drafts a Sales Order in ERPNext with a dynamic 'Material Surcharge' clause and an optimized lead time. The salesperson receives a complete, margin-protected technical quote in seconds, rather than days.
Operational Logic
Continuous
Decision Flow
RFQ Intake
Scanning unstructured emails and massive PDFs for technical requirements.
Cost Modeling
Dynamic BOM generation based on real-time inventory and labor costs.
Price Synthesis
TPU-accelerated processing to optimize discounts and competitive pricing.
Drafting
Automated, autonomous generation of detailed technical quotations.
Measurable Impact
ROI Dashboard
Sub-second processing of complex multi-page RFQs.
Protection against commodity price spikes.
Increase in conversion due to response velocity.
Google Cloud Ecosystem Alignment
* Infrastructure costs billed directly via your private GCP project.