Planned
Churn risk analyzer
A structured review of quiet accounts, unresolved friction, weak adoption, stakeholder drift, relationship gaps, and renewal timing.
Tools
Small tools for the moments teams usually miss.
Cadence Lab tools are being designed around practical customer operating problems: quiet accounts, weak handoffs, unclear ownership, onboarding drift, and renewal risk.
The goal is not to make AI look impressive. The goal is to help teams ask sharper questions, see risk earlier, and turn scattered customer context into a better next action.
Planned tools
Built around judgment, not dashboards. These are in design, not yet released.
Planned
Handoff gap checker
A practical tool for finding what gets lost between sales, onboarding, success, support, and renewal ownership.
Planned
Agentforce readiness map
A CX-focused readiness assessment for AI agents: workflow clarity, data quality, guardrails, escalation paths, and human ownership.
01 · Churn risk
Risk usually has a pattern before it has a name.
The churn risk analyzer will help classify account risk using observable signals: product usage, unresolved issues, missed milestones, relationship strength, stakeholder change, sentiment, and renewal timing. The output should not be a magic score. It should be a clearer conversation about what to do next.
02 · Handoffs
Handoffs are where trust leaks.
The handoff gap checker will inspect the quality of context moving between teams. What was promised? What changed? Who owns the next step? What does the customer think success means? A handoff is not complete because a note was written. It is complete when ownership is clear.
03 · AI readiness
Do not drop AI into a broken workflow.
The Agentforce readiness map will help identify whether a CX workflow is ready for automation: clean inputs, clear decision rules, escalation points, success criteria, and human accountability. The question is not “can AI do this?” The better question is “should this workflow be trusted yet?”
Build philosophy
Useful beats impressive.
The tools will start narrow. That is intentional. A narrow tool with a clear job is more useful than a broad AI interface that produces confident noise. Cadence tools should help teams make better decisions inside real customer workflows.