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Quote Negotiation Agent

AI-powered procurement automation that monitors your inbox, extracts supplier quotes, analyzes pricing, and negotiates better deals - autonomously.

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Your Negotiation Pipeline at a Glance
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Your Negotiation Pipeline at a Glance

No more pricing data trapped in email threads. The dashboard gives buyers a single view of all active sourcing events, incoming quotes and cumulative savings - replacing spreadsheets and inbox searching.

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Quote Extraction
4-Level
Price Analysis
24/7
Inbox Monitoring
100%
Audit Trail

How It Works

A 9-Step Autonomous Pipeline

From the moment a supplier email arrives to the negotiation response being sent, the agent handles each step with full auditability.

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Fetch Email
Scan inbox
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Classify
Quote or not?
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Extract
Parse line items
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Save Quote
Store & index
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Analyze
Price benchmark
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Strategize
Pick approach
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Compose
Draft response
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Threshold
Auto or approve
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Send/Queue
Act or escalate

Capabilities

Built for Procurement Teams

Every feature is designed to save your buyers time, surface pricing insights, and maintain full control over what gets sent to suppliers.

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Intelligent Inbox Monitoring

Connects to your Microsoft 365 mailbox and automatically identifies supplier quote emails, filtering out noise. Supports historical backfill to build pricing intelligence from day one.

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Multi-Format Document Extraction

Reads quotes from PDF, Excel, and Word attachments. AI-powered extraction pulls supplier names, quote numbers, line items, quantities, unit prices, and totals with high confidence scoring.

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4-Level Price Analysis

Benchmarks every quoted price using RFQ-level comparison, same-supplier history, cross-supplier market data, and part number matching. Calculates optimal target prices automatically.

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RFQ Grouping & Sourcing Events

Automatically clusters related quotes into sourcing events. Compare suppliers side-by-side with line-item-level breakdowns and launch batch negotiations across all respondents.

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AI-Drafted Negotiations

Generates professional negotiation emails with data-backed counteroffers. Every claim references real pricing data. A separate AI proofread pass ensures accuracy before anything is sent.

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Configurable Approval Workflows

Threshold gates control what sends automatically vs. what gets queued for human review. Rules based on dollar amount, extraction confidence, supplier familiarity, and discount depth.

Trust & Safety

You Stay in Control

The agent is powerful but never reckless. Every safeguard ensures you can trust the system to act on your behalf - or pause and review first.

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Human-in-the-Loop by Default

Emails are queued for approval unless all auto-send criteria are met. You decide the thresholds.

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Data-Backed Only

Every negotiation strategy and target price references real pricing data from your database. Strict guardrails ensure accuracy.

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AI Proofread Pass

Every composed email is verified by a second AI check for hallucinated claims before it reaches anyone.

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Full Audit Trail

Every pipeline step is logged with timestamps, confidence scores, and decision rationale.

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Multi-Tenant Isolation

Row-level security ensures each client's data is completely isolated. No cross-tenant leakage.

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Dry-Run Mode

Test the full pipeline without sending any real emails. Validate extraction and strategy before going live.

See It In Action

SeeΒ Negotiation AgentΒ in action with your own data. We'll set up a pilot in days, not months.

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