Revenue & Sales Systems

Deal Desk Pricing Exception Reviewer

Review discount, term, packaging, and commercial exceptions before approval using evidence, margin impact, precedent, and risk controls.

Last updated Jul 18, 2026
FreeClaudeChatGPT
TL;DR

Deal Desk Pricing Exception Reviewer is a free AI skill for revenue & sales systems. Review discount, term, packaging, and commercial exceptions before approval using evidence, margin impact, precedent, and risk controls. It works with Claude, ChatGPT and is ready to use out of the box.

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About this skill

Turn a nonstandard sales request into a structured deal-desk review covering price, discount, term, scope, services, renewal, payment, margin, operational burden, precedent, and approval routing. The skill does not approve deals or invent policy; it produces a decision-ready review for authorized owners.

What it does

It normalizes exception requests, tests them against supplied policy, quantifies supported commercial impact, identifies hidden operational and precedent risk, and creates an approval-ready recommendation with conditions.

What is included

  • Exception summary
  • Policy comparison
  • Commercial impact analysis
  • Margin and revenue considerations
  • Operational and delivery risk review
  • Precedent and consistency check
  • Approval routing
  • Conditions and fallback options
  • Decision memo
  • Audit trail checklist

How to use it

1. Download the deal-desk-pricing-exception-reviewer-SKILL.md file
2. Upload it to Claude, ChatGPT, or your sales-operations workspace
3. Provide the standard offer, requested exception, pricing data, policy, margin assumptions, and approvers
4. Label sensitive customer and commercial data appropriately
5. Have authorized finance, legal, sales, and delivery owners make the final decision

Examples

Example input
A sales rep requests a 28% discount, a 60-day payment term, free onboarding, and a custom cancellation clause for a strategic customer. Standard discount authority ends at 15%. Review the request for deal-desk approval.
Example output
A structured exception register, policy gaps, supported financial impact, operational burden, precedent risk, approval path, alternative offer structures, and a concise decision memo with conditions.

FAQ

Can this skill approve a commercial exception?
No. It prepares a structured review for authorized decision-makers.
Does it calculate margin impact?
Yes, when cost and pricing inputs are supplied. Missing values remain visible rather than guessed.
Can it review contract terms?
It can identify nonstandard terms and escalation needs, but legal interpretation requires qualified review.
How does it handle strategic accounts?
It can include strategic value as a stated factor while keeping financial, operational, and precedent risks explicit.
Can it suggest alternatives to a requested discount?
Yes. It can propose scope, term, packaging, payment, commitment, or service alternatives supported by the supplied rules.
How is this different from a sales proposal writer?
This skill reviews exception risk and approval logic rather than drafting persuasive customer-facing copy.

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