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.
PRIVACYLand Once, Extend Everywhere
Auto repair already runs a complete commercial loop. The directions below 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.
Industrial Equipment O&M
Fault diagnosis plus maintenance knowledge capture — turning master technicians’ experience into searchable, reusable AI agents.
After-Sales Service QA
Call and ticket quality inspection with scripting assistance — multi-AI-agent pipelines fit customer service naturally.
Domain Knowledge Assistant
Turn industry manuals, standards and case libraries into an on-site expert you can ask anywhere — local RAG is all it takes.
Field Inspection Records
Multimodal capture with auto-generated structured reports — edge hardware works even on weak networks.
Your Industry
Any field with clear knowledge boundaries and on-site workflows can build AI agent applications on the GripMotion AI foundation.
Auto Repair: The First Complete Loop
The same AI foundation, landed in auto repair, becomes a complete AI repair-agent product.
Give Every Repair Shop
Its Own “AI Employees”
From check-in to renewal, every step has a dedicated AI employee in charge — nothing falls through the cracks. Dual-track models + local knowledge + edge box keep even weak-network shops running steadily.
Owners Relax
Report an issue in one sentence, track progress anytime, quotes transparent and comparable before confirming.
Technicians Work Smarter
Follow AI-guided steps and ask tough questions online at any time.
Bosses See Everything
Every car, every step on record — the whole business on one screen.
Hire All 8 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.
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.
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
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
Three 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.
Rugged Tablet
Drop-, dust- and water-proof, technician app pre-installed — always at hand in the workshop.
Mobile App
No equipment purchase needed — install on existing phones and start working, owner and technician apps included.
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 and shop standards on call — every answer sourced and grounded, never made up.
Master Experience, Preserved
Hard-case know-how is reviewed by experts and captured for good — the AI grows sharper with use, and experience no longer walks out the door.
Data Safety Everyone Can Trust
An open platform, a business built to share
GripMotion builds the foundation; partners own the scenarios. Whether you bring customers, channels or domain expertise, clear terms make every contribution pay off.
Channel & Industry Partners
Distributors, chain groups, industry associations and hardware ecosystems: you bring the market, we bring the product and technology — per-deal revenue share and joint delivery, growing the market together.
Scenario Co-Creation
Have a real-world workflow? We assess it free of charge, pilot small, and commercialize only after it works — land one, replicate many, with scenario owners first in line to benefit.
Invest in Us
The auto-repair loop is commercially proven; multi-vertical replication and overseas expansion are underway. If vertical AI agent platforms fit your thesis, let’s talk — business plan available on request.
Want to See It Running
in Your Scenario?
Whether you run repair shops looking to bring in AI repair agents, or want to build AI agent applications for your own industry — book a demo first and decide after seeing it work. Our demo environment is always open.