What Is the ARR Risk Heat Map?

The ARR Risk Heat Map is the diagnostic tool Crown Point Advisory Group defines for mapping a software vendor’s entire customer base by two dimensions: seat dependency and AI exposure. It is the first deliverable of Phase 1 in the Three-Phase RaaS Transition Roadmap and the primary instrument for identifying which customer segments will generate renewal pressure before the renewal conversation begins.

What It Measures

The Heat Map plots every customer segment into a 3x3 matrix. The two axes are defined as follows.

Seat dependency measures how much of each customer’s contract is predicated on human headcount. A customer where 90% of the contract value is per-seat licensing has high seat dependency. A customer on a flat platform fee with usage-based overages has low seat dependency. Seat dependency is not about contract size. It is about how much of the contract value disappears if the customer’s headcount contracts by 30 to 50%.

AI exposure measures how far along the AI capability curve each customer’s use cases sit. A customer whose core workflows are already being partially automated by AI agents has high AI exposure. A customer in a regulated environment where AI adoption is slow has low AI exposure. AI exposure determines the speed at which seat dependency translates into actual churn risk.

The intersection of these two dimensions produces the action priority for every customer segment in the portfolio.

The Three Critical Zones

Critical Risk (top-left quadrant): high seat dependency, high AI exposure. These are the renewal conversations that will become difficult within 12 to 18 months regardless of product quality, customer success scores, or relationship health. The headcount that justified the seats is already contracting or is about to. The procurement team at renewal will have done the math. These accounts require immediate proactive engagement, not standard renewal process.

Transition Opportunity (bottom-right quadrant): low seat dependency, high AI exposure. These are the accounts where the vendor’s pricing model is already partially protected from headcount contraction, and where AI adoption is creating new resolution volume that could justify RaaS pricing. These are the first-mover conversion candidates for Phase 3. They are not at risk. They are the proof case.

Monitor (middle and peripheral segments). These accounts have either moderate exposure on both dimensions or extreme exposure on one only. They warrant standard monitoring with quarterly review of Ghost Seat Rate and AI adoption signals.

Why Most Vendors Have Never Built This

The ARR Risk Heat Map requires two inputs that most SaaS companies have never assembled simultaneously: a precise breakdown of ARR by pricing structure at the account level, and an honest assessment of AI adoption velocity within each customer segment.

The first input is available from the billing system but is rarely analyzed at the pricing-mechanism level. Most revenue operations teams track ARR by segment, by product, and by tier, but not by the fraction of each contract that is headcount-indexed versus outcome-indexed. Calculating that fraction requires a deliberate audit.

The second input requires judgment about where the customer is in their AI adoption curve, not where they say they are. Customers routinely overstate AI readiness in sales conversations and understate it in renewal conversations. The Heat Map requires the vendor’s own assessment of AI exposure based on the customer’s industry, use cases, and observed behavior, not the customer’s self-report.

Common audit mistake: teams classify ARR as at risk only when a customer has explicitly mentioned AI-driven headcount reduction. In practice, the risk is structural. It exists whenever the pricing model is indexed to headcount and the customer is deploying AI that reduces headcount. Do not wait for explicit signals.

The Heat Map as a Board Communication Tool

The ARR Risk Heat Map is not only an operational diagnostic. It is the most credible board communication tool available for a vendor navigating the RaaS transition.

The aggregate ARR in the Critical Risk quadrant is the vendor’s measurable Business Model Debt exposure: the revenue that will not renew at current rates regardless of what happens between now and the renewal date. Presenting that number to the board, with specificity, is the prerequisite for securing Phase 2 investment. A board that has seen the churn forecast for the Critical Risk segment will be more patient with Phase 2 margin compression than one encountering the exposure for the first time during a difficult renewal quarter.

The Heat Map makes the abstract urgency of the RaaS transition concrete. It converts “AI is disrupting our market” into “these 12 accounts representing $4.2 million in ARR will face meaningful downgrade pressure at their next renewal.” That specificity changes the conversation.

Integration with the Ghost Seat Audit

The Heat Map identifies which segments are at risk. The Ghost Seat Audit identifies which specific accounts within those segments are already showing the leading indicator of that risk. Together they produce the complete Phase 1 picture: where the risk is structural (Heat Map) and where it has already materialized in usage data (Ghost Seat Audit).

Accounts in the Critical Risk quadrant with a Ghost Seat Rate above 20% are the immediate action list. These accounts are not heading toward a difficult renewal. They are already in the Churn Cascade. The vendor who identifies them six months before renewal has options. The vendor who identifies them at the renewal table does not.

Integration with the Resolution Dispute Protocol

The Heat Map feeds forward into post-transition account management as well. The Resolution Dispute Protocol defines that Type 2 and Type 3 dispute rates above threshold should feed directly back into the Heat Map, flagging accounts with sustained measurement disputes as high-risk candidates for contract restructuring or vendor replacement. The Heat Map is not a Phase 1 artifact. It is a living document updated monthly throughout the transition.

The ARR Risk Heat Map is Step 1 of Phase 1 in the Three-Phase RaaS Transition Roadmap. The full methodology, including the 3x3 matrix template and the ARR classification protocol, is in the Vendor Transition Playbook. The category context is in the RaaS Manifesto and the Resolution as a Service (RaaS) framework definition.