Qonductor.ai is an AI-powered orchestration platform that unifies commercial context across CRM, quoting, contracting, and billing systems to prevent revenue leakage. It builds a commercial graph that preserves original deal intent—like promised discounts or billing terms—through every handoff, ensuring finance, sales, and customer success operate from the same source of truth. The platform is non-invasive, sitting atop existing systems without requiring replacement.
Funding
Funding not disclosed
Founders
Product
Problem
Revenue systems are excellent at passing data between handoffs but were never built to pass context. This causes execution breakdowns—such as sales committing to net-90 billing that finance later invoices at net-30, amendments that never reach the billing template, or renewal calls made without knowledge of original deal exceptions—resulting in 4–6% of revenue lost to leakage.
Solution
Qonductor combines AI with deterministic logic to build a unified commercial graph across a company's CRM, quoting, contracting, and billing systems. It understands what was promised, what was contracted, and what is actually being billed, surfacing original commercial intent at every lifecycle handoff. The platform is non-invasive, sitting above the existing stack without replacing anything, so current systems remain unchanged while context is preserved and made visible to all stakeholders.
Target Audience
Primary customers are revenue operations, finance, and sales leadership teams at B2B companies with complex quoting, contracting, and billing workflows who need to eliminate revenue leakage caused by context loss across system handoffs.
Features
- AI-powered commercial graph that unifies data across CRM, quoting, contracting, and billing systems
- Deterministic logic engine that tracks original deal intent, including discounts, billing terms, and commitments
- Non-invasive architecture that requires no rip-and-replace of existing systems
- Context preservation across handoffs, from discovery calls through contracting, amendments, and renewals
- Surfaces original commercial intent at every lifecycle stage, preventing revenue leakage from missed amendments or forgotten exceptions