A renewal is about more than your champion. Increasingly, the CFO is playing a central role in renewal decisions as their role expands in many organizations. This new scope for finance creates challenges for both internal champions and external service providers come renewal time.

To best position themselves at renewals, it's critical account teams and their revenue leaders have a clear view of product adoption, usage and value to the client throughout the course of a contract. It's no longer enough to rely on the strength of the relationship with a team, accounts teams need to come armed with numbers and a clear value story.

TL;DR

•CFOs are stewards that need to see and understand organizational value at renewal time
•It's critical CS teams provide the information their internal champions need to make the case
•AI unlocks the value story for internal champions and their external support
•Data creates transparency and durable investments the CFO trusts

How Does AI Clarify the Value Story?

Telemetry data tells a story about what's happening on a piece of software. But on its own, raw telemetry is a fragment of the value story. It doesn't explain why the customer is seeing results, where value is being created, or how the outcomes connect to business goals.

AI changes that. It turns scattered signals into a coherent story.

AI analyzes telemetry data alongside broader behavioral and organizational patterns and marries them to customer signals like CRM data. It identifies meaningful trends, contextualizes them, and highlights the connections that matter most during a renewal conversation. Instead of a list of metrics, it produces a narrative that explains:

→which activities are driving measurable outcomes
→where adoption is accelerating or flattening
→which use cases have the strongest operational impact
→how the customer compares to relevant benchmarks
→where the product can deliver additional value going forward

AI transforms raw data into a value story that internal champions, CFOs, and CROs can all align around. This shift from "here are the numbers" to "here's what the numbers mean" is what makes renewal conversations clearer, more factual, and more collaborative.

How to Build a Compelling Renewal Narrative?

AI gives CSMs the tools to translate usage into business impact for their champions. That story is a critical component in CFO's understanding of the investment value. Armed with objective data, champions can highlight where value is being created, where adoption is expanding, and where deeper engagement would drive stronger outcomes.

For instance, Cohorts AI maps the historical usage of a product across a variety of features for all users. First, the view of usage indicates the value the product is delivering to the entire team. Then, through analysis of telemetry data, you can unpack how the team is using the product and what they are using it to do.

Cohorts AI dashboard showing ARR over time, cohort mean value analysis, and customers by ARR

For example, if support tickets dipped over two quarters, understanding why is valuable information that speaks to product engagement in an account. Conversely, if support tickets increased across multiple users, it demonstrates to the CFO that the team is engaged and using the product.

With this sort of objective information, the discussion moves away from price defense and toward shared goals. When both sides look at the same data, it creates transparency and trust, leading to more productive and balanced conversations with CFOs who want to make smart, durable investments.

If you're interested in learning more about what AI can do for your organization, drop us a line to discuss.