Deal Desk Approval Agent
Routes non-standard deal terms, discounts, and pricing exceptions through the correct approval chain automatically based on configured policy thresholds.
Reps requesting discounts beyond standard thresholds, custom payment terms, or non-standard contract clauses today must manually track down the right approver, often emailing or Slacking multiple people and waiting days for a decision that stalls deal momentum
Deal desk teams struggle to enforce consistent approval policy because requests arrive in inconsistent formats with incomplete justification, forcing back-and-forth clarification that further delays the deal
Approvers lack visibility into precedent, so similar deals sometimes get inconsistent treatment depending on who happens to review the request
This agent reads the quote or deal summary, evaluates it against configured approval policy (discount bands, margin floors, non-standard terms), automatically determines the correct approval path, and routes the request with full context so approvers can decide in minutes rather than days
The agent triggers when a rep submits a deal for approval via CRM or CPQ, or when an opportunity crosses a discount or term threshold automatically detected during quote generation. It parses the quote, deal terms, and margin data, applies rules-engine logic against the configured approval matrix, and uses LLM analysis to summarize deal context and flag risk factors (e.g., low margin, unusual payment terms, competitive pressure). It then routes the request to the appropriate approver(s) via the CRM or a dedicated approval workflow tool, retrieves similar historical deals for precedent comparison, and logs the final decision back to the opportunity record.
Evaluate Deal Against Policy
- Parse quote and contract terms from CPQ or CRM
- Compare discount percentage, margin, and payment terms to policy thresholds
- Identify which specific clauses or terms trigger an exception
- Calculate deal-level margin impact
Determine Approval Path and Assemble Context
- Map the exception type and size to the correct approval tier (manager, VP, finance, legal)
- Pull comparable historical deals and their approval outcomes
- Summarize deal rationale, competitive context, and customer history
- Draft a concise approval brief with recommended decision
Route and Track Approval
- Send approval request to the correct approver(s) via workflow tool
- Escalate automatically if no response within SLA window
- Capture approver comments, conditions, or counter-terms
- Notify the rep of approval status changes in real time
Record Decision and Update Deal
- Log final approval or rejection with conditions to the opportunity record
- Update the quote or contract with approved terms
- Add the decision to the precedent library for future reference
- Trigger next-step workflow (e.g., contract generation) upon approval