One AI Agent Foundation,
Built for Every Industry Floor
GripMotion packages AI model routing, local knowledge retrieval, multi-AI-agent orchestration and edge hardware into one reusable AI foundation. The same platform adapts quickly to different verticals — auto repair is our first field with a complete, proven business loop.
One AI Foundation, Three Reusable Layers
What is truly reusable across industries is the AI agent core in the middle. Switching industries only swaps the top application layer and knowledge base — the underlying AI capabilities are never rebuilt. That is what makes GripMotion a platform, not a single product.
Six Reusable AI Capabilities
These AI capabilities are industry-agnostic — the foundation GripMotion calls on in every vertical scenario.
Dual-Track Model Routing
Everyday dialogue and structured tasks run on the primary model; complex diagnosis runs on a chain-of-thought reasoning model; cloud models as backstop, with automatic fallback at every level.
MODEL ROUTINGLocal Knowledge Retrieval
Fully local vector retrieval with no GPU server. Repair manuals, shop standards and expert cases are always at hand — every answer comes with its source.
LOCAL RAGMulti-AI-Agent Orchestration
Break a complex business process into multiple role-based AI agents chained into an end-to-end pipeline — each role independently replaceable and tunable.
ORCHESTRATIONMultimodal Input
Text, voice, images, video frames and sensor data all flow into one processing chain — matching how work actually happens on site.
MULTIMODALEdge Deployment
A single edge AI agent box runs in weak-network or offline environments; cloud is optional, and data never leaves the site.
EDGE DEPLOYPrivate & Isolated
Multi-tenant isolation with on-demand private deployment. Only business data is kept — no sensitive identity information is collected.
PRIVACYTwo Landed, Extending Everywhere
AI auto repair and AI marketing both run complete commercial loops on real store data; a customised NEV brand-specialist edition is delivered and the AI role-play training platform is in trial. The other directions share the same core — we only mark a vertical as “live” after it is validated with real-world data.
AI Auto Repair
For mid-size chains and independent shops: reception, diagnosis and quotation fully powered by AI agents, with a deliverable product today.
AI Marketing Agent
Customer segmentation, campaign and message generation with store-visit attribution — delivered as a standalone app, running on real store data.
NEV Brand-Specialist Shops
A customised edition for brand-specialist chains: VIN scan opens the file in one step, quick-check ticks, an EV powertrain diagnostic workbench, alert-code parsing and repair-procedure pointers — delivered and live.
AI Role-Play Training
Three entrances — knowledge base, learning centre and AI role-play — where the AI plays the car owner and staff practise repeatedly with line-by-line coaching; for shops and training providers.
OEM After-Sales Networks
After-sales systems for NEV automakers: digital employees at service outlets, dual-path EV powertrain diagnosis, second-line technical support and quality data flowing back.
Insurance Claims Collaboration
Repair-side AI working with loss assessment: claims work-order digital employees, EV powertrain loss evaluation, process records and data feedback — without touching claim approval.
Your Industry
Energy-storage O&M, industrial equipment repair, field inspection… any field with clear knowledge boundaries and on-site workflows can build AI agent applications on the GripMotion AI foundation.
AI Repair Agent: Our Commercially Proven Core Product
Give every repair shop its own “AI employees” — from check-in to renewal, every step has a dedicated AI employee in charge and nothing falls through the cracks. Dual-track models, a local knowledge base and an edge box keep even weak-network shops running steadily.
One Car In, AI All the Way
Everyone Gains: Owners, Technicians, Shop Owners
Peace of mind
Report an issue in one sentence and track progress anytime; quotes are transparent and comparable before confirming, with follow-up after delivery.
Less effort
Follow the AI’s steps and even new hires do the job right; ask tough questions online instead of waiting for a senior tech.
Fewer headaches
Every car and every step is traceable; revenue, work orders and satisfaction on one screen, with multi-store chains managed centrally.
Recent Updates · Sept 2026
Hire All 9 AI Digital Employees at Once
Covering every key role in the shop — on duty all year, consistent in every answer, better with every use.
AI Smart Receptionist
Listens to the owner, takes notes, opens a file on arrival.
AI Vehicle Inspector
Photo-based inspection of every area, auto-generated reports.
AI Fault Diagnostician
Finds the fault and its cause, recommends the repair.
AI Parts & Pricing Clerk
Calculates labor and parts automatically — transparent, evidence-based quotes.
AI Technician Assistant
Step-by-step repair guidance — even new hires do the job right.
AI QC Inspector
Item-by-item acceptance — nothing substandard leaves the shop.
AI Follow-up Specialist
Automatic follow-up after delivery — dissatisfaction caught early.
AI Renewal Specialist
Reminders before insurance expires, with a plan delivered in hand.
AI Marketing Specialist
Segments customers, runs campaigns — and attributes real store visits.
Great for Technicians, Car Owners and Bosses
Every role gets its own entry point: technicians work with precision, owners always stay informed, and the cloud console runs the whole shop on one screen.
Product Test Entrances
No installation required — or scan to install the Android apps. Use the standard repair console as a technician or manager, the owner app for self-service diagnosis, the AI marketing agent to run customer campaigns, and the training platform for staff role-play.
Scan to install on Android, same account as the web version; allow “unknown sources” when installing.
Download APK →
Scan to install on Android and sign in with a phone verification code; allow “unknown sources” when installing.
Download APK →Multimodal Input — AI Helps Get the Job Done Right
- Photos, video, voice, text and OBD data all feed directly into the AI
- Hard cases go to the AI pipeline: several AI employees relay to deliver a diagnosis, repair plan and quote
- Every repair step comes with standard guidance and safety notes, then hands off to QC automatically
A 24-Hour AI Service Agent in Your Pocket
- No app required: send one message and the AI answers instantly
- Maintenance due or insurance expiring — the AI reminds proactively, never intrusively
- Urgent or unhappy customers are routed to a human advisor who sees the full conversation
- Marketing messages are strictly opt-in — owners can switch them off anytime with one tap
Shop Management on One Screen
- Daily revenue, work orders and customer satisfaction, aggregated in real time
- See which step every car is at and where it is stuck — traceable anytime
- Multi-store chains managed centrally: HQ sees the whole picture in one console
EV Battery-Motor-Control Inspection, Done in One Report
- Dedicated inspection for battery, motor and controls — no more turning EVs away
- Battery health and cell consistency explained in one report any owner can read
- High-voltage safety checked item by item — printable, archivable, traceable
A Fit for Small Shops, Big Chains and Dealerships
Four product forms, ready out of the box — no workshop retrofit, no IT hassle. One set of AI capabilities, four ways to go live: choose as needed, upgrade anytime.
AI Mobile Workstation
Touchscreen unit + inspection camera + headset, on casters — moves with the job, covers every model.
AI Box · Rugged Tablet
Drop-, dust- and water-proof, technician app pre-installed — always at hand in the workshop.
Technician App · 24/7 Owner App
No equipment purchase needed — install on existing phones and start working: technicians follow the AI, owners check in anytime.
Private Deployment
The full system and data in the company’s own server room — data never leaves the enterprise. Built for large chains and groups.
Why Does the AI Understand Car Repair?
Three things working together: a thinking brain + a portable library + master technicians’ experience.
A Thinking Brain
Understands questions and organizes answers like a senior advisor — it listens, sees and reads fault data.
A Portable Library
Repair manuals, shop standards and industry regulations on call — every answer sourced and grounded, never made up.
Expert Knowledge Base
Veteran technicians become an expert knowledge base: hard-case know-how is reviewed and preserved with every entry traceable — experience no longer walks out the door, and the AI grows sharper with use.
Compliance Built In — Every AI Employee Has an Identity
Data Safety Everyone Can Trust
AI Marketing Agent: Turning Customer Records into Real Visits
Shops do not lack customer records — they lack a way to turn those records into visits. Who to contact, what to say, and whether it actually brought anyone in: one digital employee handles all three. The AI drafts, a person approves, nothing is sent silently.
From Customer Records to Store Visits — a Nine-Step Loop
Three Roles: AI Drafts, the Manager Releases, the Customer Can Opt Out
Approve & Release
Every item in the daily queue is reviewed before it goes out — edit the message or skip it. Monthly plans and expiry campaigns only become tasks once approved, and the full customer table exports for the owner in one click.
Day-to-day Care
One page per customer: profile score, due items and risk signals, spend history and a suggested message. Log a visit the moment it happens and that customer’s profile updates immediately.
Informed & Opt-out
Owners can switch marketing notifications off in their own app, and the shop can mark anyone as no-contact. Opt-outs stop immediately, with a cap of two messages per 30 days, quiet hours at night and a consent record kept.
AI Role-Play Training: Turning Mentor Coaching into Practice You Can Repeat and Measure
The training platform has three independent entrances — look up knowledge, take courses, practise scenarios. The AI plays the car owner, then scores the session on four dimensions, quoting the employee's own words as evidence with improvement advice. Five-level organisation permissions, shop-isolated data and configurable branding. Developed and in production trial.
One Session, a Six-Step Loop
Value on Three Levels: Staff, Shop, Brand Channel
Practise Any Time
No mentor time needed and no fear of mistakes in front of real customers; five owner personalities in rotation so objections and refusals are met in advance; every report points to the weak line and how to say it next time.
A Clear Onboarding Standard
Shorter ramp-up for new staff and less variation in reception quality; standard phrasing lives in the knowledge base and does not leave with people; managers coach from reports and dialogue replays.
Comparable Across Shops
Template content captured once and pushed to all shops; pass rates and dimension trends comparable across shops; shop data isolated with aggregates upstream; activated by subscription and redemption codes for channel-scale rollout.
Two Core Products, Several Product Lines
The AI Repair Agent and the AI Marketing Agent are our two core products, both delivered and live. Built on the same AI foundation, the platform also extends into an omnichannel service CRM, AI customer service, role-play training, a tyre service agent, a standalone quotation agent and technology services — each delivered independently and combined as needed.
AI Repair Agent
From check-in, inspection, diagnosis and quotation through repair, QC, follow-up, renewal and marketing, nine AI digital employees cover the full shop workflow — delivered as software and hardware in one, and the first product line to reach a commercial loop; a customised NEV brand-specialist edition is delivered and live.
See the product →AI Marketing Agent
Customer profiling and automatic segmentation, campaign plans and outreach copy generated for you, with attribution back to real store visits. Delivered as a standalone app, with profile export and historical data import; outreach requires customer consent and can be opted out at any time.
See the product →Omnichannel Service CRM
An omnichannel customer-service CRM for repair shops, dealer groups and automakers: enquiries from phone, WeChat, web and app converge into one queue, with customer profiles, follow-up records and work-order flow managed in one place — sharing the same data as the AI digital employees, entered once and reused across the workflow, deployable per shop, per chain or across a manufacturer network.
24/7 AI Customer Service
Round-the-clock intelligent response: symptom enquiries, progress checks, maintenance and expiry reminders. Complex or escalated cases route to a human advisor with the full context attached.
AI Role-Play Training Platform
A staff-training platform for shops and training providers: look up, learn and practise in three entrances — the AI plays five owner personalities across six reception scenarios, then scores on four dimensions quoting the employee's own words with improvement advice; credits, completion badges and tiered dashboards across brand, dealer and shop levels; in production trial.
See product details →AI Technology Consulting
AI adoption consulting for enterprises: scenario assessment and feasibility review, technology selection and architecture design, data and compliance boundaries, plus team training and hands-on implementation support.
Custom Product Development
Custom development on the GripMotion AI foundation: industry-specific agents and workflows, integration with existing systems, private deployment and long-term operations — engaged per project or by subscription.
Tyre Service Agent
A dedicated loop for tyre shops and chains: per-tyre photo recognition, tyre-age reading and rule-based verdicts, automatic repair-or-replace conclusions with quotes, handwritten sign-off, then job and QC ticks — in custom development.
AI Quotation Agent (Standalone)
The quotation capability of the repair console as a standalone app for front-desk staff and service advisors: quote at check-in without a technician or inspection step. Shop catalogue, platform reference prices, vehicle-model templates and third-party parts platforms are unified into selectable price offers; purchase prices pass through the shop's mark-up rules before becoming sale prices, the owner confirms on their phone, and a confirmed quote moves into the repair console for the job — sharing one set of quotation data. Third-party platforms are accessed in two tiers, screenshot recognition and in-app lookup with the staff member's own account: query only, no re-distribution, no bypassing the platform's login.
An Open Platform with a Clear Partnership Framework
GripMotion provides the platform and product foundation; partners focus on industry scenarios. Whether a partner contributes customer resources, channel networks or domain expertise, a well-defined framework governs both contribution and return.
Channel & Industry Partners
For distributors, chain groups, industry associations and hardware ecosystem partners: partners contribute market access and customer resources, while GripMotion provides the product and technology — expanding the market together through revenue sharing and joint delivery.
Scenario Co-Creation
For enterprises with real business scenarios: engagement begins with a complimentary assessment and a small-scale pilot, proceeding to commercialization once results are validated. Proven scenarios can be replicated at scale, with scenario partners benefiting first.
Investment Partnership
The auto-repair scenario has reached a commercially validated loop; multi-vertical replication and international expansion are underway. Investors aligned with the vertical AI agent platform thesis are welcome to make contact — the business plan is available upon request.
Validate the Platform
in Your Business Scenario
Repair shops and chain groups planning to adopt AI repair agents, and enterprises building AI agent applications for their own industries, are invited to evaluate the product through the test access. The standard repair console and the owner demo environment remain available.