Heat case detection is Numa's AI feature that automatically identifies customers who are at risk of escalating—the angry caller, the repeat complaint, the situation that needs manager attention. When Numa detects a heat case, it routes the issue to the right person with full context and recommended actions, so problems get addressed before they turn into lost customers or negative reviews. Your typical Voice AI does not offer automated heat case detection.

Numa and the typical Voice AI are priced comparably for their core AI receptionist functionality. The difference is what you get for that price. With the typical Vocie AI, you get call answering and appointment booking. With Numa, you get the same call handling plus RO Sell the Job, LiveCSI, heat case detection, escalation management, Service Advisor AI tools, and Service Manager dashboards—significantly more capability for a similar investment.

Yes. Numa's implementation team can migrate your dealership from the typical Voice AI with minimal disruption. The transition typically takes a few days, and Numa integrates with the same schedulers and DMS platforms that your typical Voice AI uses. Many dealerships that switch report immediate access to capabilities they didn't have before—like RO Sell the Job and LiveCSI—at the same price they were paying for the typical Voice AImore limited feature set.

Both platforms integrate with major DMS providers including CDK and Tekion. The difference is depth: The typical Voice integrations focus on appointment booking and contact logging. Numa's integrations go deeper, pulling RO data, customer history, and vehicle records to power features like RO Sell the Job and the Service Advisor AI assistant. Numa is also certified for OEM programs including GM IMR, Stellantis MC635, and BMW.

The typical Voice AI is primarily a customer-facing receptionist AI. It answers calls and books appointments, which reduces the phone burden on advisors, but it doesn't provide tools that help advisors do their jobs better. Numa includes a Service Advisor AI assistant that handles routine communications, surfaces upsell opportunities from repair orders, and provides contextual recommendations based on customer history and vehicle data.

Yes. Numa's LiveCSI feature monitors customer interactions in real-time to detect signs of dissatisfaction—tone changes, specific complaint patterns, repeat issues—before they escalate. This gives your team a chance to intervene while the customer is still engaged, rather than finding out about the problem when a negative survey or Google review appears. Ydoes not offer real-time satisfaction monitoring.

RO Sell the Job is Numa's AI feature that analyzes every repair order to identify upsell opportunities your advisors might miss. It reads the RO, cross-references vehicle history and manufacturer maintenance schedules, and surfaces recommended services with talk tracks that help advisors present them effectively. The typical Voice AI does not offer this capability—it focuses on call handling rather than advisor productivity tools.

It depends on what you need. If you only want an AI to answer phones and book appointments, the typical Voice AI handles that well. But if you want AI that also helps service advisors sell more work, gives managers real-time customer satisfaction data, and catches escalating issues before they become problems, Numa offers significantly more capability at the same price point. For most service departments, Numa delivers better value.