A buyer-facing agent that knows when to act
and when to step back.
Hannah works dealership opportunities across voice and chat using verified inventory, approved CRM context, dealership rules, buyer consent, and explicit human ownership. She responds, qualifies, schedules, confirms, nurtures, and rescues without competing with the salesperson.
Hannah console: illustrative
Hannah ActiveCurrent vehicle
2023 F-150 XLT
Stock #A4821 · 18,200 mi · Silver
Opportunity stage
Responding
Source: Marketplace inquiry
Current owner
Hannah ActiveVerified before every buyer-facing action
Buyer-facing intelligence. Human-controlled ownership. CRM-connected outcomes.
Hannah does more than answer the last message.
Generic bots react to isolated prompts. Hannah operates inside a governed opportunity with persistent context, defined authority, approved tools, and a complete event history.
Hannah understands
- Which dealership she represents
- Which buyer she is speaking with, or when identity is uncertain
- Which vehicle created the opportunity
- What the CRM officially records
- What has already been said
- Who currently owns the conversation
- Which channel and purpose are permitted
- What action is allowed now
- What must be escalated to a human
Hannah does not decide her own permissions. Quantum provides the identity, context, authority, tools, and policy for every interaction.
One agent across the full opportunity, not a new bot at every stage.
- 01
Respond
Acknowledge the inquiry using the correct dealership, vehicle, source, and channel context.
- 02
Understand
Learn the buyer’s timing, needs, vehicle interest, trade context, preferred communication, and next useful step through natural conversation.
- 03
Qualify
Capture only the information required to advance the opportunity without turning the conversation into a form.
- 04
Schedule
Offer verified dealership availability and confirm the date, time, location, participant, and vehicle context.
- 05
Hand off
Transfer the opportunity to the salesperson with a complete summary, open questions, commitments, and response deadline.
- 06
Confirm
Support approved appointment reminders and verify that the vehicle, salesperson, and store are ready.
- 07
Rescue
Re-enter only when an approved condition is met and no newer human activity invalidates the trigger.
- 08
Nurture
Maintain permission-based, low-pressure follow-up when the buyer is not ready now.
- 09
Close the loop
Record appointments, handoffs, consent, activity, and verified outcomes through the authorized CRM path.
Every response begins with authorized context.
Before Hannah communicates, Quantum assembles only the information she is allowed to use for that dealership, opportunity, channel, and moment.
Context may include
- Current vehicle facts
- Approved alternative inventory
- Dealer location and hours
- Official CRM stage
- Assigned salesperson
- Conversation history
- Appointment availability
- Consent and opt-out state
- Human ownership
- Dealer-approved offers and policies
- Current workflow and escalation rules
If information is stale, conflicting, unavailable, or outside her authority, Hannah asks, waits, or escalates. She does not fill the gap with a guess.
Understand what matters without forcing the buyer through a script.
Hannah asks one useful question at a time and adapts to the buyer’s observed language, pace, and level of detail.
Possible qualification areas
- Vehicle fit
- Timing
- Preferred appointment window
- Trade-in interest
- Communication preference
- Decision participants
- Approved dealership-specific purchase context
- Open questions or concerns
Hannah does not infer
- Credit tier
- Income
- Protected traits
- Hidden personality type
- Financial approval
- Buyer identity from uncertain public data
The objective is the right next step, not collecting every possible field.
Book only what the dealership can actually support.
Hannah offers appointment options only from an authorized availability source and confirms the operational details before writing the result.
Appointment confirmation: illustrative
- Date
- Saturday, March 8
- Time
- 10:30 AM
- Timezone
- America/Chicago
- Dealership location
- North Store
- Buyer name
- Jamie R.
- Vehicle of interest
- 2023 F-150 XLT · Stock #A4821
- Assigned salesperson or team
- Marcus L.
- Special requests
- Trade appraisal on arrival
- Confirmation status
- Confirmed by buyer
- Next reminder
- Friday, 5:00 PM
Hannah never invents availability, reserves a sold vehicle, or promises a salesperson’s time without a verified source.
She talks like a person and stops like one.
On a call, Hannah reads from the same opportunity record the chat thread writes to: one identity for the buyer, one shared history, one rule set, and one owner at a time. Switching to voice changes the delivery, never the facts she is allowed to state or who is permitted to speak.
Voice preview: illustrative
Inbound call on a live opportunity. One next step, no detours.
- HannahNorth Store, this is Hannah. Calling about the silver XLT?
- BuyerYeah, is it still there?
- HannahIt is. Saturday 10:30 or 1:00 with Marcus. Which is easier?
One question per turn
- BuyerTen thirty.
- HannahSaturday 10:30, North Store, Marcus. Text confirmation now?
Next stepAppointment offered from verified availability
Voice behavior
Brief
Short turns that leave room for the buyer to talk.
- Short sentences and natural pauses
- One question per turn
- Names, dates, times, and locations read back once
- Disclosure per dealership policy
Interruptible
The buyer can cut in at any point and be answered.
- Immediate stop on interruption
- Low-confidence transcription confirmed, not guessed
- Frustration, confusion, and human requests detected fast
- Approved transfer and callback behavior
One next step
Every call aims at a single outcome the store can honor.
- Availability offered only from a verified source
- No pricing or promises outside approved facts
- Structured call summary written to CRM
- Silence the moment a human takes ownership
Voice objective: make the buyer feel heard, not processed.
Short messages. One useful step at a time.
Hannah keeps SMS, Marketplace, web chat, and approved messaging interactions concise and connected to the same opportunity history.
Chat behavior
- One useful question per message
- No scripted restarts
- No repeated greetings
- No unnecessary formatting
- No artificial urgency
- No channel change without permission
- Clear dates and times
- Respect for silence
- Identity verification before private context
- Consistent opt-out handling
Chat objective: maintain momentum with the smallest useful conversational step.
The buyer should never feel two systems competing for attention.
Quantum records who currently has the right and responsibility to communicate with the buyer.
- Hannah Active
Hannah may communicate under the approved workflow.
- Human Owned
A salesperson or manager controls the conversation. Hannah becomes silent.
- Monitoring
Hannah watches for an approved rescue condition without sending messages.
- Pending Acceptance
A handoff has been offered but not yet accepted.
- Blocked
Consent, policy, system health, or missing context prevents action.
Before every buyer-facing action, Quantum verifies ownership again.
The salesperson should know exactly what happened and what comes next.
A Hannah handoff includes the facts and commitments required for the human to continue naturally.
Handoff package
- 01Buyer and verified contact
- 02Vehicle of interest
- 03Opportunity stage
- 04Conversation summary
- 05Buyer needs and timing
- 06Questions still open
- 07Objections or concerns
- 08Appointment status
- 09Promises already made
- 10Consent and preferred channel
- 11Recommended next action
- 12Response deadline
The human accepts ownership explicitly. A sent alert is not the same as an accepted handoff.
Rescue should recover momentum, not create another voice.
Approved rescue conditions may include
- Buyer replies and the human response SLA expires
- No meaningful activity follows an accepted handoff
- Appointment confirmation is due
- Buyer misses an appointment
- Buyer asks for Hannah
- A salesperson or manager requests assistance
Before rescue, Quantum verifies
- Consent remains valid
- The opportunity is still open
- No newer human activity occurred
- The vehicle context is current
- The rescue rule applies
- Hannah has permission to act
When the salesperson resumes, Hannah steps back again.
Durable facts return to the dealership’s official system.
Every write is attributable, timestamped, idempotent, retryable, and reconciled. Hannah never tells the buyer or salesperson that the CRM is updated unless the write is confirmed.
Possible writeback
- New or updated contact
- Vehicle of interest
- Lead source
- Conversation summary
- Qualification details
- Appointment status
- Human ownership
- Buyer preferences
- Consent or opt-out
- Next action
- Lost reason
- Verified outcome
Writeback events: illustrative
- 10:02:14Contact updated · preferred channel SMSConfirmed
- 10:04:51Appointment set · Sat 10:30 AMConfirmed
- 10:04:52Ownership · Hannah → Marcus L.Accepted
- 10:06:30Activity note · conversation summaryConfirmed
- 01
Leads arrive
Website forms, chat, click-to-call, and third-party marketplaces land in one queue.
- 02
Hannah responds
She answers on the buyer’s channel in seconds, qualifies intent, and drives to an appointment.
- 03
Rep takes ownership
The appointment lands on the rep’s calendar and Hannah steps back to monitoring.
- 04
CRM is updated
Notes, consent, ownership, and outcomes sync back to your CRM of record automatically.
How it connects
Use Tab to move through the diagram and Enter or Space to open a node. Nothing about your CRM changes: Quantum reads approved context, works the conversation, and writes the outcome back.
Quantum as a layer to your CRM
Turning leads into appointments, automatically
Every node in the flow is interactive, explore how Hannah moves each lead from source to booked appointment.
Hannah acts within dealership rules and buyer permission.
- 01
Dealer and rooftop
Which store Hannah represents for this opportunity.
- 02
Buyer identity or uncertainty
Whether the buyer is verified, or identity remains unconfirmed.
- 03
Communication channel
Whether voice, SMS, marketplace, or web chat is permitted here.
- 04
Purpose and consent
Whether the buyer has consented to this purpose on this channel.
- 05
Quiet hours
Whether outreach is allowed at the current local time.
- 06
Current owner
Whether Hannah or a human holds the conversation right now.
- 07
Vehicle freshness
Whether the vehicle record is current enough to speak to.
- 08
Approved information
Which facts, offers, and policies are authorized for release.
- 09
Allowed action
Whether the requested action sits inside Hannah’s authority.
- 10
Escalation rule
Which condition routes the opportunity to a human.
Hannah escalates when
- The buyer asks for a human
- Inventory, price, incentive, trade, finance, or availability is uncertain
- Identity or consent is unclear
- The CRM and recent evidence conflict
- The buyer raises a complaint or legal concern
- The connected system is stale or unavailable
- The requested action exceeds her authority
Clear boundaries create a better agent.
What stays governed
- Verified inventory facts
- Approved dealership policy
- Explicit human ownership
- Consent and channel state
- Authorized CRM writes
- Confirmed tool results
Hannah never
- Invents vehicle, pricing, finance, appointment, customer, or dealership facts
- Contacts a buyer after opt-out
- Uses hidden credit or personality profiling
- Competes with a human owner
- Changes official CRM state without authority
- Creates fake urgency or scarcity
- Promises approval, payment, trade value, or incentive
- Bypasses system or platform access controls
- Discloses private customer information without authorization
- Pretends a failed tool action succeeded
Evaluate Hannah by outcomes and coordination, not message volume.
Response metrics
- Time to first response
- Delivery success
- Conversation engagement
- Duplicate-message rate
Opportunity metrics
- Qualification completion
- Appointment proposed
- Appointment set
- Appointment confirmed
- Show rate
- Missed-appointment recovery
Coordination metrics
- Clean handoff
- Ownership conflict
- Human acceptance time
- Rescue accuracy
- Rescue success
Trust metrics
- Opt-out rate
- Complaint rate
- Policy denial
- Escalation accuracy
- Unsupported-claim rate
System metrics
- Context freshness
- Tool success
- CRM writeback
- Retry and reconciliation
- Cost per worked opportunity
See one complete conversation, not a scripted chatbot trick.
Choose a sample vehicle and start through voice or chat. The demonstration shows the vehicle context, buyer messages, opportunity stage, current owner, policy checks, handoff, and CRM writeback events.
This demonstration uses illustrative dealership, buyer, inventory, and CRM data. It does not represent a live customer record, finance approval, vehicle reservation, or dealership commitment.
Pick a channel. Talk to the real agent.
Both demos run the live Hannah agent. Try one, then request a working session so we can map it against your inventory and CRM.
Dealership, buyer, inventory, opportunity, and CRM writeback records come from the Quantum staging rooftop. The agent is live, the records are not.
Call the same voice agent that answers for a dealership. Ask about a vehicle, push back on price, and watch her qualify and book.
Talk to a Quantum Agent. Live, right here.
Two autonomous agents that answer every lead the moment it hits. Tap a card to open a real conversation with Hannah.
Common questions.
Is Hannah a chatbot?+
Hannah is a governed buyer-facing lifecycle agent. She uses persistent opportunity context, approved tools, dealership rules, consent, and explicit ownership rather than responding to isolated prompts.
Can Hannah make calls and send messages?+
Yes, through approved voice and messaging providers when the dealership has authorized the workflow and the buyer/channel state permits it.
Can Hannah quote payments or approve financing?+
No. She may communicate dealership-approved facts from an authorized source but does not infer approval, credit tier, lender decision, or payment outcome.
What happens when a salesperson responds?+
Ownership shifts to the human and Hannah becomes silent. She may monitor and re-enter only under an approved rescue rule.
Can Hannah work with our CRM?+
Capability depends on the CRM and available connection method. Quantum documents each connector as Certified, Live, Pilot, Dealer-Authorized Bridge, or Planned.
Does Hannah replace the salesperson?+
No. She handles authorized lifecycle work and protects response continuity. The salesperson retains the relationship, judgment, negotiation, and dealership decisions.
How fast can AI respond to a dealership lead?+
Hannah is configured to answer inbound leads in seconds, including nights, weekends, and holidays, so buyers do not wait for the next shift.
Can an AI assistant answer car buyer questions?+
Yes, when the answers come from verified inventory, approved dealership facts, and authorized CRM context. Hannah does not guess about price, availability, or financing.
What is a dealership AI voice agent?+
A voice agent is a software agent that answers calls, qualifies callers, and books appointments using natural conversation. Hannah can operate as a voice agent under dealership rules.
How does AI follow up with car sales leads?+
Hannah runs permission-based follow-up over SMS, voice, or chat, using the buyer’s stated timing and the dealership’s approved cadence. She stops when the buyer opts out or a human takes over.
Can AI schedule appointments for car dealerships?+
Yes. Hannah checks live availability, confirms the appointment details with the buyer, and writes the booking into the CRM for the salesperson.
Related solutions across the platform.
The specialist for booked visits.
Hannah as your dedicated lead-to-appointment agent, on your CRM.
Verified writeback.
Every call, text, and outcome signed and posted back to your CRM.
Every rep, coached.
AI that scores every call and hands your rep the next best action.
See how Hannah would work inside your dealership.
Bring one lead source, one communication channel, one CRM destination, and one handoff rule. We will map the complete lifecycle and define a controlled pilot.
Talk to salesOne buyer-facing voice. One accountable handoff. One verified CRM outcome.