One architecture.
Inventory to outcome.
Quantum connects dealership systems, buyer conversations, human sales activity, and verified CRM outcomes through one governed opportunity layer. Your existing CRM, inventory, communication, and calendar systems stay in place. Quantum coordinates what happens between them.
Platform architecture
- 01Dealer Systems
- 02Quantum Connectors
- 03Opportunity Timeline
- 04Policy and Ownership
- 05Hannah + Coach
- 06CRM Writeback and Audit
Built for dealerships. Designed around existing systems. Governed at every action.
Dealerships do not need another place to store activity.
Inventory systems know the vehicle. CRMs know the lead. Communication tools know the message. Calendars know the appointment. Salespeople know the customer. But no single system consistently understands the complete opportunity, who owns the next action, or whether the promised outcome actually occurred. Quantum closes that gap.
Fragmented Context
Important buyer, vehicle, communication, and activity data lives across disconnected systems.
Unclear Ownership
AI, BDC teams, salespeople, and managers can overlap, delay, or compete for the same conversation.
Incomplete Outcomes
Activity is recorded, but the path from inventory to appointment, show, sale, and verified result is rarely complete.
Every opportunity moves through the same accountable architecture.
- 01
Connect
Quantum receives approved data from inventory, CRM, communication, calendar, and dealership systems.
- 02
Normalize
Vehicle, buyer, rep, conversation, appointment, and opportunity data is resolved into one consistent structure.
- 03
Understand
Quantum evaluates official CRM state, recent behavior, human ownership, buyer consent, inventory status, and dealership rules.
- 04
Act
Hannah responds to the buyer. Coach advises the rep. Workflows notify, schedule, rescue, or escalate only when authorized.
- 05
Write back
Durable facts return to the dealership’s official system of record with source, timestamp, retry, and audit evidence.
- 06
Learn
Verified outcomes improve future recommendations, workflow timing, and dealership operating decisions.
Quantum sits between dealership systems and the next best action.
Dealer Systems
CRM, DMS, IMS, websites, lead sources, telephony, email, SMS, calendars, and approved data partners.
Quantum Connectors
Certified APIs, dealer-authorized APIs, webhooks, ADF/XML, managed feeds, and scheduled exports.
Canonical Opportunity Timeline
One event history across vehicle, buyer, source, conversation, appointment, owner, recommendation, and outcome.
Policy and Ownership Engine
Dealer rules, buyer consent, agent permissions, human ownership, escalation, quiet hours, and action authority.
Hannah and Coach
Two governed AI identities using the same verified context with different roles and permissions.
CRM Writeback and Audit
Durable facts return to the official record with idempotency, reconciliation, and traceability.
Quantum respects the CRM while seeing more of the opportunity.
The dealership CRM remains authoritative for official customer, opportunity, ownership, appointment, and outcome records. Quantum maintains a separate evidence-based operational view using current inventory, communication, response timing, buyer behavior, workflow state, and human activity. When those views disagree, Quantum does not silently overwrite the CRM. It records the conflict, presents the evidence, and follows the dealership\u2019s approved correction or rescue rule.
Official state
What the CRM currently records.
- opportunity.stage
- Working
- opportunity.owner
- Marcus L.
- last.activity
- 2 days ago
Operational intelligence
What recent evidence suggests may be happening.
- buyer.reply
- 18 min ago
- inventory.status
- Sold
- unanswered.risk
- Elevated
Decision
What action is allowed now, who owns it, and why.
- allowed.action
- Notify owner
- owner
- Marcus L.
- crm.write
- Conflict logged
Hannah moves the buyer. Coach moves the rep.
Buyer-facing agent
Hannah
Hannah responds, qualifies, schedules, confirms, nurtures, and rescues under dealership rules. She may communicate only through approved channels and only while she has authority.
Speaks to: Buyer
Shared
Opportunity timeline
Governed by CRM state and dealership policy. Neither agent sets its own permissions.
Rep-facing agent
Coach
Coach explains what changed, why it matters, and what the salesperson should do next. Coach does not contact the buyer.
Speaks to: Salesperson
Both agents use the same opportunity timeline. Neither agent decides its own permissions.
Ownership is explicit, visible, and enforced.
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 buyer 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.
- Manager Controlled
A manager has taken ownership or restricted further action.
- Blocked
Consent, policy, system health, or missing information prevents action.
When ownership changes, Quantum records who transferred it, why, when, what was promised, and what happens next.
Connect through the safest available path.
Dealership systems differ. Quantum supports multiple approved connection methods and identifies the exact capability and status of each one.
Certified API
A vendor-approved production connection.
Dealer-Authorized API
Access enabled and scoped by an authorized dealership user.
Webhook
Real-time events delivered by the connected system.
ADF/XML
Automotive lead delivery for creating new CRM opportunities.
Managed Feed
Approved inventory or operational data delivered on a schedule.
Scheduled Export
Dealer-controlled reports used for read-only context and reconciliation.
Dealer approval does not bypass vendor requirements. Every connection must follow the system owner\u2019s terms and the dealership\u2019s authorization.
View Integration StatusThe model recommends. Quantum governs.
AI does not decide its own access, permissions, audience, or authority. Quantum evaluates policy before every consequential read, recommendation, message, call, writeback, handoff, or escalation.
- 01
Identity
Which dealership, user, buyer, vehicle, opportunity, and agent are involved?
- 02
Permission
What data may be read and what actions may be taken?
- 03
Consent
Which channel, purpose, timing, and disclosure are allowed?
- 04
Ownership
Who currently controls the customer conversation?
- 05
Evidence
Which verified facts support the action?
- 06
Audit
What occurred, why, through which system, and with what result?
A controlled deployment before a broad rollout.
Quantum begins with one dealership workflow, one inventory source, one lead channel, and one CRM path. The first objective is not feature count. It is a reliable, measurable opportunity loop.
- 01MapDocument the dealership’s current systems, owners, permissions, lead flow, and success criteria.
- 02ConnectActivate the approved inventory, communication, and CRM connection paths.
- 03ConfigureSet dealership rules, consent, ownership, handoff, appointments, rescue conditions, and escalation.
- 04ValidateRun controlled test opportunities and confirm every event, message, handoff, and writeback.
- 05PilotOperate with a limited group and measure system reliability and customer outcomes.
- 06ExpandAdd rooftops, channels, agents, and integrations only after the initial loop is stable.
Measure the complete path, not dashboard engagement.
Quantum is designed to measure operational reliability and dealership outcomes from the same event history.
Marketplace
Inventory freshness, listing accuracy, publish/update/remove success, inquiry attribution, and channel health.
Common questions.
Is Quantum a CRM?+
No. Quantum is an operating and intelligence layer around the dealership’s existing systems. The CRM remains the official system of record.
Does Quantum require another daily login?+
The goal is no. Hannah and Coach communicate through approved dealership channels and systems. An operations console exists for configuration, monitoring, support, and audit, not as another mandatory rep destination.
Can Quantum connect without a certified API?+
In some cases. ADF/XML, dealer-authorized feeds, webhooks, managed exports, and approved service connections can support an initial deployment. Capability varies by system and never bypasses vendor requirements.
Can Hannah and a salesperson message the buyer simultaneously?+
Not by design. Quantum uses explicit ownership and one-voice rules to prevent competing outreach.
Does Quantum replace human salespeople?+
No. Hannah handles authorized lifecycle work. Coach helps the salesperson make the next best move. Humans retain control of high-value judgment, relationships, and dealership decisions.
How does Quantum handle uncertain information?+
It separates verified fact from inference, asks or escalates when necessary, and does not invent vehicle, pricing, finance, availability, customer, or CRM information.
Related solutions across the platform.
Every buyer answered.
Voice + SMS concierge that qualifies and books in under two minutes.
Verified writeback.
Every call, text, and outcome signed and posted back to your CRM.
Governance you can hand to legal.
Roles, audit trail, retention, and consent, published in full.
See where Quantum fits before you replace anything.
Bring your current CRM, inventory source, communication tools, and one lead channel. We will map the operating gaps, connection options, ownership rules, and first measurable pilot.
Talk to salesHow every deployment starts
One workflow
A single revenue path, mapped against the systems you already run.
One controlled deployment
Scoped permissions, defined ownership, and an agreed rollback point.
One verified path
Demand to outcome, measured from the same event history.