Divide the work before comparing the cost
A human BDC handles buyer conversations, phone calls, appointments, and exceptions. AI assistance can handle agreed repetitive messaging and booking tasks, with people accountable for sensitive questions and decisions. The useful comparison is the work covered, the quality of the handoff, and total cost.
For QUANTUM, Q CRM Intelligence determines the next action, Q.HANNAH is the buyer-facing concierge, and the existing CRM remains the system of record. Marketplace plus AI is the relevant published package; voice, SMS, and custom channels require a separately confirmed scope.
Assign the work before choosing the technology
Use this practical checklist with your team. These are suggested actions, not promised results.
- Use AI for the agreed repetitive response and booking tasks. Assign a person to exceptions, uncertain answers, and relationship decisions.
- Run the same ten sample buyer situations through the proposed workflow, including an opt-out, a reschedule, and an unavailable vehicle.
- Compare qualified appointments per worked lead, show rate, customer feedback, and total cost against your current baseline.
Compare the full cost
QUANTUM individual Marketplace plus AI is $299 per month plus $99 setup. The five-rep package is $1,399 per month plus $399 setup. Training and additional channels are separate unless included in the selected package.
Compare this with your actual wages, benefits, management, systems, and scheduled coverage. Do not count a staffing saving unless the cost changes. See the pricing page for the current catalog.
Test coverage and response quality
Use the same sample inquiries during and outside business hours. Include an unavailable vehicle, incomplete inventory data, a reschedule, an opt-out, and a request for a person.
Measure the first useful response, accuracy, escalation delivery, and completed appointments. A fast acknowledgment is different from a correct answer, and no fixed response time is guaranteed here.
Define the human handoff
Keep people responsible for negotiation, complaints, credit-sensitive questions, uncertain facts, and explicit requests for a person. Confirm which record and conversation details reach the CRM and who owns the next action.
Measure outcomes against a baseline
Compare qualified appointments, shows, delivered vehicles, customer feedback, and total cost for equivalent lead sources and periods. Improvements are hypotheses until measured. The ROI calculator separates baseline sales from added results.
Sources and further reading
Links reviewed September 26, 2026. Practical examples are editorial guidance; they are not measured QUANTUM customer results.
- NIST AI Risk Management Framework
A reference for evaluating AI risk and oversight, not evidence of QUANTUM conversion results.
Put the next step to work.
Posting-only and Marketplace plus AI are separate plans. Training, voice, SMS, website conversations, and custom workflows require the relevant package or a separately confirmed scope.
Explore the relevant workflow
