Motavoryq AI
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A vehicle raised on a service lift in a dealership service bay
Autonomous Dealership Operating Intelligence

Unified dealership velocity. From first customer brief to delivery.

Motavoryq AI synchronizes fixed operations, showroom sales, and finance on one real-time machine intelligence layer. Inbound demand, service lane dispatch, parts logistics, algorithmic trade appraisal, and lender syndication execute in continuous lockstep — eliminating operational lag and maximizing store gross.

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Autonomous Coordination · 8 Connected Workflow Stages · One Shared Record

Explore 8-Stage Workflow ↓
Executive Command

Total dealership visibility. Zero departmental blind spots.

Traditional dealerships lose margin at the boundaries between isolated DMS, CRM, and shop software. Motavoryq AI synthesizes cross-department telemetry into a single predictive executive surface — actively forecasting open exceptions, balancing tomorrow's workshop capacity, and enforcing customer SLAs in real time.

Motavoryq AI — Operational Overview & AI Exception Dashboard
Swipe dashboard highlights side by side →05 pins
INVENTORY RISK ACCELERATOR01 / 05

Monitors aged-stock capital exposure in real time, automatically flagging units over 45 days for dynamic repricing and sales-matching triggers.

ANCHOR: 0.22, 0.16Tap to focus
AI EXCEPTION FORECAST02 / 05

Projects multi-department operational exceptions declining week-over-week across inbound leads, desking pencils, and warranty claims.

ANCHOR: 0.36, 0.44Tap to focus
VIN LIFECYCLE PULSE03 / 05

Categorizes all 87 active VINs across in-transit, PDI, live merchandising, and reserved states to pinpoint staging bottlenecks.

ANCHOR: 0.68, 0.44Tap to focus
WORKSHOP CAPACITY BALANCER04 / 05

Forecasts technician-ready stalls, compares bay load against parts readiness, and balances appointment slots before morning drive check-in.

ANCHOR: 0.52, 0.80Tap to focus
AUTONOMOUS ACTION QUEUE05 / 05

Prioritizes immediate high-yield recommendations to reprice aged stock, clear finance stipulations, and reserve critical repair parts.

ANCHOR: 0.82, 0.80Tap to focus
Swipe metrics side by side →4 metrics
100%
01 / 04

Platform Transparency

FULL-LIFECYCLE SYNCHRONIZATION

Unifies enterprise dealership operations across sales, finance, inventory, and customer experience. Ensures complete operational transparency from initial engagement to closed transaction.

41%
02 / 04

Operating Efficiency Gain

WORKFLOW VELOCITY & ACCELERATION

AI cross-checks operations, department handoffs, and customer actions in real time, compressing process bottlenecks and accelerating overall dealership operational throughput.

45+
03 / 04

Productive Hours Recovered

AUTOMATED OPERATIONAL COORDINATION

Compresses repetitive coordination and administrative cycles from hours to seconds with autonomous workflow orchestration, recovering over 45 high-value hours per team member every month.

0%
04 / 04

Blind Spot Margin Erosion

PREDICTIVE COMMERCIAL EXPOSURE

Detects operational blind spots, aged inventory capital exposure, and desking profit bleed in advance, protecting dealership gross margins before commercial performance is impacted.

Hardware Connectivity Note: Motavoryq AI does not connect directly to vehicles, lifts, or heavy machinery. All diagnostic and sensor data flows into the platform via your shop's existing specialized diagnostic software, scan tools, and IoT gateways.

Continuous Workflow Pipeline

Eight sequential stages. Brief to delivery.

Dealership operations break when steps happen in isolation. Motavoryq AI synchronizes every phase of the vehicle lifecycle — from real-time inventory telemetry and demand ingestion to trade appraisal, deal desking, F&I contracting, delivery handoff, workshop service, and parts fulfillment — into one continuous, auditable operational pipeline.

01 / 08Inventory Workbench
Motavoryq AI — Inventory Workbench
Stage 01/08 · Telemetry-Driven Inventory Velocity

Algorithmic floor-plan velocity and real-time market spread repricing

Autonomous telemetry cross-references live auction feeds, days-in-inventory thresholds, and digital showroom readiness to accelerate retail turnover. The system recalculates optimal local market spreads daily, detects missing Monroney window specifications, and eliminates margin bleed before vehicles ever reach front-line merchandising.

Output:Optimized retail listing + market readiness score
Motavoryq AI — Lead Triage & Ingestion
Stage 02/08 · Multi-Channel Demand Synthesis (Brief)

Autonomous inquiry triage and intent-scored inventory matching

Natural language processors decode customer repair concerns and buying intent across phone transcripts, digital forms, and OEM pipelines instantly. Machine intelligence scores conversion urgency, matches incoming demand directly against in-transit pipeline units, and enforces guaranteed sub-two-hour response protocols without manual data retyping.

Output:Structured demand brief + priority action queue
Motavoryq AI — Trade Appraisal Workbench
Stage 03/08 · Precision Condition Synthesis & ACV

Defendable algorithmic actual cash value backed by live market evidence

Deep diagnostic telemetry and walk-around visual scans cross-reference historical auction comps, vehicle history events, and localized reconditioning requirements. The valuation engine synthesizes a high-confidence actual cash value with transparent margin tolerances, eliminating speculative trade-in losses and accelerating used-vehicle procurement with full executive auditability.

Output:Certified ACV appraisal + comp provenance record
Motavoryq AI — Deal Structuring Workbench
Stage 04/08 · Multi-Scenario Desking Intelligence

Dynamic deal geometry balancing buyer affordability with front-end gross

Algorithmic desking matrices simulate competitive cash-down, term, and captive OEM incentive options in real time. The platform optimizes customer payment affordability while safeguarding dealership front-end profitability, transforming complex pencil iterations into transparent, audit-compliant proposals primed for frictionless handoff into the finance office.

Output:Multi-scenario payment matrix + approved pencil
Motavoryq AI — F&I Approval Workbench
Stage 05/08 · Parallel Lender Underwriting & Compliance

Frictionless multi-lender syndication and automated stipulation clearance

Direct API connectors syndicate credit packages across captive, national, and regional lending partners in parallel. Automated compliance vaults clear proof-of-income and residency stipulations programmatically, validate Regulation B mandates, and compress financing turnaround from days into minutes, eliminating contract funding delays and cash flow bottlenecks.

Output:Fully adjudicated approval + cleared lender stips
Motavoryq AI — Delivery Handoff Workspace
Stage 06/08 · Scheduled Handover & Compliance Release

Precision delivery choreography with audit-verified registration integrity

Automated gate checks synchronize final detailing inspection, vehicle charging telemetry, digital contract execution, and temporary transit tag registration simultaneously. Scheduled appointment queues maintain absolute handover punctuality, providing management with verified release sign-offs and giving customers a pristine, memorable transition into vehicle ownership.

Output:Verified delivery packet + signed customer release
Motavoryq AI — Service Lane Control
Stage 07/08 · Dynamic Workshop Placement & Bay Dispatch

Capacity-aware bay scheduling with technician certification matching

Workshop dispatch algorithms evaluate physical lift geometry, technician specialty certifications, and committed promise times in real time. The engine balances service lane throughput, tracks MPI diagnostic progress live, and dispatches automated customer status alerts, eliminating idle stall downtime and maximizing technician billed hours per repair order.

Output:Optimized bay assignment + scheduled repair order
Motavoryq AI — Parts Fulfillment Desk
Stage 08/08 · Predictive Inventory Readiness & Sourcing

Predictive bin allocation and automated supply chain resilience

Automated inventory intelligence maps repair order parts requirements against physical stockroom bins, PDC distributions, and supplier delivery logistics. Stockouts trigger instant alternative fitment recommendations or automated vendor requisitions before vehicles enter the stall, preventing costly teardown bay stalls and keeping vehicle turnaround times predictable.

Output:Verified parts allocation + automated vendor PO
Dealership Reality

Where software meets the service drive.

A technician working over an engine bay at the bench
On the service drive

Scheduling, intake, and parts readiness resolve before the customer leaves the counter.

A car raised on a service lift in a dealership service bay
At the bench

Repair orders, diagnostic codes, and warranty packets remain anchored to one VIN record.

How it works

From first message to final handover — three steps.

Motavoryq AI connects every stage of the job — intake, quoting, dispatch, and handover — on one AI layer. Your team handles the cars. The platform handles the rest.

Swipe steps side by side →03 steps
Technician running a diagnostic scan from a laptop inside a vehicleIntake
01

Catch the request the moment it lands

Every inbound conversation lands on the same board — chat, web form, phone transcript, SMS reply, dealer system. Motavoryq AI reads the customer's own words ("shudders at 60", "brake noise on the left front"), grabs the vehicle and channel, and holds the ticket until nothing on it is missing.

  • Intake normalised across chat, web, phone, SMS and dealer system
  • Every request scored for urgency, complexity and safety risk
  • Duplicates flagged before they reach the calendar
Technician inspecting an engine bay under the bonnetQuote & Dispatch
02

Match the request to the right slot

The scheduler reads your live capacity — bays, lifts, alignment rack, EV-certified bay, the hours already committed — and lays each request into the slot that actually fits: a two-hour brake job never lands in a forty-minute express window.

  • Placed against real bay time, technician certification and part lead time
  • Auto-booked when the fit is above the threshold you set
  • At-risk requests flagged with alternative windows that would clear them
Bright modern multi-bay automotive dealership service workshopJob Done
03

Run the drive against one live picture

Dispatch resequences when a job overruns or a part misses its window, and every affected customer gets a nudge from the same record — no separate SMS tool, no white-board rewrite.

  • Confirmation nudges, reminder SMS and reschedule offers on a live queue
  • Warranty forms, invoices and inspections extracted and filed automatically
  • Sales floor and fixed ops watching the same forecast, not two spreadsheets
Scale
More jobs processed without adding headcount
Speed
From customer message to bay assignment in minutes
Accuracy
AI-verified quotes, routes, and records every time
Margin
No billable hour lost, no urgent job missed

Don't settle for the AI your software chose.

Motavoryq AI routes each dealership workflow step to the model family that fits — anomaly scoring, long reads, structured extraction, or a specialist fine-tune — not whichever model shipped inside your last software purchase.

Traditional SaaS vs Motavoryq AI
Swipe comparison side by side →2 architectures
Traditional SaaS
Built-in
AI

One model, one pass, and no step you can point somewhere else.

You work within its limits.
MOTAVORYQ AI · ROUTED ORCHESTRATION
01

Read the scanned RO, VIN plate and warranty card

Layout-aware OCR holds the multi-column service table and stamped VIN plate that general models flatten.

OpenAI
OpenAI Responses API
02

Classify every symptom line by vehicle system

Instantaneous and time-overcurrent trip curves validated against manufacturer coordination criteria.

DS
DeepSeek
DeepSeek API
03

Parse specification & single-line history

Cross-references multi-page repair history and open campaigns to catch mismatches before sign-off.

Claude
Anthropic Messages API
04

Prioritize operational constraints by revenue impact

Dealership-wide context informs which parts delay or pending authorization matters most to delivery deadlines.

Gemini
Gemini API
05

Generate diagnostic test-bench routines

Structured extraction turns inspection checklists into automated diagnostic and verification routines.

OpenAI
OpenAI Responses API
06

Retain compliance & audit evidence

Diagnostic telemetry, inspector digital signatures, and warranty closure records sealed into the asset history.

S
Specialist
Domain Compliance Engine
ONE AUDITABLE OPERATIONAL THREAD8 MODULES · AUTOMOTIVE UNIVERSAL DATA SCHEMA · ZERO MANUAL SLIP

Note: Model names and marks belong to their respective owners. No endorsement or partnership implied. Supported routing is configured during onboarding.

Connectivity

Your whole stack, connected.

Tekmetric, Mitchell 1, PartsTech, QuickBooks, Smartcar — and the rest of what your bays already run on. 24 integrations across 4 stages of an intake, every one of them reading the tool's own API.

NHTSA vPICSmartcarGeotabSamsaraMotiveTwilioShopmonkeyTekmetricMitchell 1PartsTechEpicorKelley Blue BookNHTSA vPICSmartcarGeotabSamsaraMotiveTwilioShopmonkeyTekmetricMitchell 1PartsTechEpicorKelley Blue BookNHTSA vPICSmartcarGeotabSamsaraMotiveTwilioShopmonkeyTekmetricMitchell 1PartsTechEpicorKelley Blue BookNHTSA vPICSmartcarGeotabSamsaraMotiveTwilioShopmonkeyTekmetricMitchell 1PartsTechEpicorKelley Blue Book
Google CalendarSlackPodiumHubSpotAsanaZapierQuickBooksXeroStripeSquareGoogle DriveDropboxGoogle CalendarSlackPodiumHubSpotAsanaZapierQuickBooksXeroStripeSquareGoogle DriveDropboxGoogle CalendarSlackPodiumHubSpotAsanaZapierQuickBooksXeroStripeSquareGoogle DriveDropboxGoogle CalendarSlackPodiumHubSpotAsanaZapierQuickBooksXeroStripeSquareGoogle DriveDropbox

Note: Tool names and marks belong to their respective owners. No endorsement or partnership implied.

Compliance Standards

Validated statutory standards. Supported out-of-the-box.

Automotive retail operations are held to rigorous federal and statutory standards. Motavoryq AI embeds encrypted data storage, consent lifecycle logging, and immutable audit trails across every customer, vehicle, and repair record.

Swipe standards side by side →4 standards
  • FTC Safeguards

    FTC Standards for Safeguarding Customer Info (16 CFR Part 314)

    Protects customer financing, trade-in, and intake records with encrypted data handling and strict role-based access required of automotive dealerships.

  • TCPA 47 U.S.C. § 227

    Telephone Consumer Protection Act (47 U.S.C. § 227)

    All automated appointment reminders, status SMS, and technician nudges run on auditable prior express consent with instant cross-channel opt-out enforcement.

  • CAN-SPAM 15 U.S.C.

    Controlling Assault of Non-Solicited Marketing (15 U.S.C. §§ 7701–7713)

    Outbound predictive maintenance campaigns incorporate validated dealership physical addresses, transparent headers, and single-click unsubscribe links.

  • SOC 2 Type II

    AICPA Trust Services Criteria for Security and Availability

    Independent third-party verification confirming encrypted data transmission, automated failover, and strict operational controls across the dealership stack.

Note: These are standards the platform is built to support inside your workflows — obligations that fall on you as the licensee. They are not certifications held by us, and support in the product is not a substitute for your own counsel or compliance officer.

(RM® — 07 · motavoryq_ADDONS)ADD-ONS

Add the hardware your workflow needs.

Motavoryq AI integrates with verified third-party hardware, scanners, drive-up cameras, and IoT telemetry across service drives, showrooms, and inventory lots. Every device connects directly to an existing product module through documented APIs, device gateways, or sensor ingestion streams.

Swipe hardware add-ons side by side →2 devices
Commercial ALPR Drive-Up Camera — Technical Blueprint Schematic

Commercial ALPR Drive-Up Camera

High-speed optical license plate recognition camera capturing vehicle arrival at the service apron to stage customer profiles before advisor check-in.

THIRD-PARTY CERTIFIEDPLUG & PLAY
OBD-II Telematics & Diagnostics Gateway — Technical Blueprint Schematic

OBD-II Telematics & Diagnostics Gateway

Ruggedized in-vehicle IoT dongle streaming live odometer, battery voltage, and diagnostic trouble codes (DTCs) straight into vehicle service records.

THIRD-PARTY CERTIFIEDPLUG & PLAY

Note: Hardware, installation, and integration are not included in the standard subscription. Additional charges apply based on the hardware selected, integration modules required, and implementation scope.

Pricing

One workspace.
One number.

No per-seat arithmetic, no module gates, no charge for the advisor who only opens the intake screen. The whole platform, one flat monthly figure, set from the Motavoryq AI admin.

Starting at
$200/mo

One flat monthly figure for the whole platform. Talk to us about seats, connector setup and onboarding for your operations team.

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  • Every module on the platform, with no tiers
  • Service intake, customer triage and vehicle check-in
  • Capacity-aware bay scheduling with technician skill matching
  • Real-time parts inventory tracking and supplier delay alerts
  • Predictive vehicle telematics with automated service outreach
  • Audit-ready trade-in appraisals, warranty claims, and reconciliation
Usage Notice

Note: AI API usage is charged separately. Clients must recharge their AI credit balance based on their usage.

Onboarding

What your onboarding fee covers

One-time setup to connect your systems, import vehicle and repair history, and configure Motavoryq AI to your shop. Final pricing depends on integrations, data volume, security and deployment needs.

Swipe tiers side by side →3 tiers

Essential

$1,000+one-time
  • Kickoff call to map your service lanes, bays, sales floor and the systems you already run
  • Workspace provisioning with advisor, technician, BDC, sales and manager roles set
  • Import of your active vehicle records, customers and open service tickets
  • Inbound intake wired across chat, web form and phone-transcript channels
  • Scheduling calibrated to your bays, lifts, EV-certified stalls and technician skills
  • Triage routing configured to your service, quick-service, sales and parts desks
  • Standard DMS / CRM link connected for read and write-back
  • Go-live check across all nine operational modules before your first billing cycle

Plus

Most stores
$2,500+one-time

Everything in Essential, plus:

  • Guided migration of historical service, appointment and lead history, validated per VIN and customer
  • Two integrations wired up — parts-vendor catalogues, payment processor, F&I system or your DMS
  • Trade-in appraisal tuned to your market and your used-vehicle buying rules
  • Custom estimate templates, approval thresholds and warranty-line rules configured
  • Live training for advisors, the parts desk, technicians and BDC, with a recording
  • A dedicated onboarding specialist through your first weeks on the drive

Enterprise

$5,000+one-time

Everything in Plus, plus:

  • Rollout plan across multiple rooftops or franchise brands on shared standards
  • Bespoke DMS, CRM, accounting and SSO integrations built to your stack
  • Bulk migration of multi-year service, sales, appraisal and warranty history, cleansed and VIN-reconciled
  • Predictive outreach and inventory merchandising calibrated per rooftop's demand and lead times
  • Role-based training tracks and admin enablement for your service and sales managers
  • A named onboarding manager with a committed go-live date across every store

Where it runs

Same platform, same subscription — choose the deployment that fits your dealer group.

Swipe deployment options →2 options

Cloud (SaaS)

Fastest to start

Runs in Motavoryq AI's managed cloud — we handle hosting, updates and scaling, so your service drive is live in days with nothing to install at the store.

Private / self-hosted

Your infrastructure

The same platform deployed inside your own cloud, VPC or on-prem — built for dealer groups that keep customer, VIN and financing data in their environment. Predictions and analytics run where your data lives; the subscription stays the same.

Motavoryq AI SHIPS

Agents that read real repair orders, every day.

Which is the easy half. They run against vehicles nobody inspected twice, on a model that shifts under them, for a shop that finds out something drifted when a torque spec comes back wrong.

  • Parts-lookup & fitment assistants
  • Service-scheduling agents

Both catalogued in playbook

SISTER PLATFORM — NESTACK AGENT CARE

Your automotive AI agents, run like production systems.

Telemetry, evaluations, guardrails, human review, and a crew on call when one of them starts drifting at 3am.

Failure Modes

Catalogued & isolated

SEV-1 Rated

Severity monitoring

Baseline Eval

Automated test cases

Agent Monitoring

Continuous monitoring

Open the Automotive playbook →

Automotive agents are catalogued under playbook.

Pre-Purchase FAQ

Answers to every operational question.

Clear, transparent answers addressing pricing structure, risk mitigation, ROI velocity, and hands-on dealership support.

PricingRiskValueSupport

Need custom terms for your dealer group? Schedule an advisor call.

Pricing

How does flat rooftop pricing work, and are there hidden per-seat or per-bay penalties?

Motavoryq AI is billed at a transparent flat rate per dealership rooftop. There are zero per-advisor licenses, zero per-technician charges, and zero bay penalty fees. Every employee on your service drive, parts counter, and lot gains full access without expanding your monthly bill.
Pricing

Are hardware add-ons required, and do they inflate our recurring software bill?

Hardware add-ons are completely optional and modular. The software functions out-of-the-box using your existing computers, tablets, and phones. If you choose to integrate third-party ALPR cameras, OBD-II dongles, or bay sensors, the software ingestion channels are included without recurring device surcharges.
Risk

What if Motavoryq AI does not fit our existing DMS or shop management procedures?

Motavoryq AI is designed as an intelligent non-destructive overlay above your existing DMS (CDK, Reynolds, Tekmetric, Shopmonkey) rather than a disruptive rip-and-replace. All autonomous recommendations pass through human advisor review thresholds that you configure, ensuring zero operational risk to your current shop processes.
Risk

Who owns our dealership customer and repair data, and are we locked into long-term contracts?

Your dealership retains 100% legal ownership and control over all customer, vehicle, and repair records. Data is stored in isolated, encrypted tenant partitions under strict SOC 2 and FTC Safeguards protocols. We offer flexible subscription terms with no predatory lock-ins because we earn your business each month.
Value

How quickly does our dealership achieve measurable ROI and payback?

Most dealership rooftops achieve full payback within the first 14 days of go-live. By recovering over 45 productive hours per team member each month, accelerating operating efficiency by 41%, and eliminating blind spot margin erosion across transactions, recovered team capacity and protected margins immediately outpace the subscription cost.
Value

How does the system prevent costly technician idle time and bay scheduling overruns?

Our Capacity-Aware Scheduling engine models job durations against certified technician skill levels and real-time lift availability. If a complex engine teardown overruns or a parts delivery delays, the platform dynamically flags open bay capacity and surfaces ready express appointments to eliminate idle rack time.
Support

How long does onboarding take, and will it cause downtime on our service drive?

Full rooftop onboarding is completed in under 24 hours with zero service drive downtime. Our dedicated automotive implementation engineers manage DMS mapping, active VIN history imports, and parts catalog alignment in the background while your advisors continue writing repair orders uninterrupted.
Support

What is the staff learning curve, and what ongoing technical support is included?

Because the interface mirrors standard service advisor and dispatcher mental models, frontline staff reach full proficiency in under 30 minutes. Every subscription includes dedicated automotive operational specialists, live screen-share walkthroughs, and direct phone/Slack support for continuous optimization.