Industries

Built for the places cloud AI can’t reach.

Service bays, factory floors, branch visits, shop floors, clinics and delivery routes. RageEdge runs the AI on the devices your teams already carry, so it answers with or without a signal.

Drive. Ask. Fix.

Automotive

Cars lose coverage in tunnels, car parks and the countryside. Service bays sit behind thick walls. An assistant that lives on the device keeps answering in all of them, using your own manuals and bulletins.

“Torque for the front caliper bolts?”

From the service manual, section 4.2: tighten to the value in the torque table for your model, then recheck after the first drive.

Example answer
See automotive use cases
  1. 01

    In-car voice assistant without coverage

    Drivers ask about features, warning lights and settings by voice, and get an answer even with no signal.

  2. 02

    Service-bay tablets that know every manual

    Technicians ask for torque values, wiring steps and recall notes instead of searching thousands of pages.

  3. 03

    Showroom sales assistant

    Sales staff compare trims, options and prices on the spot, with the latest price list delivered over the air.

See. Explain. Prevent.

Manufacturing

Production lines can’t wait for a round trip to a data centre, and many plants keep their networks closed. RageEdge runs on line-side gateways, cameras and operator tablets inside your own network.

“Why did station 4 stop?”

Station 4 stopped on a torque fault at 10:42. The work instruction says to check the tool calibration first, then the fixture clamp.

Example answer
See manufacturing use cases
  1. 01

    Camera inspection at line speed

    A vision model on the gateway checks every part on the line and flags defects without sending images out of the plant.

  2. 02

    Predictive maintenance

    Models read machine signals on site and warn the maintenance team before a stoppage.

  3. 03

    Work instructions operators can question

    Operators ask about a step, a tolerance or a fault code and get the answer from your own SOPs.

Advise. Compare. Close.

Banking and insurance

Field agents meet customers in villages, homes and small towns where coverage is patchy. An assistant on the agent’s phone knows every product and claims rule, and customer details stay on the device.

“Which policy suits a family of five?”

Based on the product guide, the family floater plan covers up to six members. Here are the three cover levels and what each includes.

Example answer
See banking and insurance use cases
  1. 01

    Product assistant for field agents

    Agents compare products, eligibility and premiums during the visit, with no signal needed.

  2. 02

    Claims assistant

    Step-by-step guidance on documents and rules for each claim type, from your latest policy wording.

  3. 03

    Branch staff helpdesk

    Staff ask about procedures and circulars on branch desktops instead of waiting on a central team.

Find. Check. Sell.

Retail

Store Wi-Fi is busy, back rooms are dead zones and kiosks need to answer instantly. RageEdge gives staff devices and kiosks an assistant that knows your catalogue and runs on the device.

“Is this in stock in black, size 9?”

Black, size 9: 2 pairs in the back room, shelf B3. The next delivery is on Thursday.

Example answer
See retail use cases
  1. 01

    Product and stock assistant

    Staff answer customer questions about products, sizes and stock from the shop floor.

  2. 02

    Shelf checks

    A camera model on a handheld spots gaps and wrong labels during the morning walk.

  3. 03

    Kiosks that answer instantly

    In-store kiosks help shoppers find products and compare options with no wait.

Listen. Note. Keep.

Healthcare devices

Some data should never leave the room. RageEdge runs transcription and assistants on the device itself, so conversations and notes stay where they were captured.

“Summarise this consultation.”

Three points discussed, one follow-up booked for two weeks, two questions for the next visit. Draft notes are ready for review.

Example answer
See healthcare use cases
  1. 01

    On-device transcription

    Speech is turned into text on the device, with no audio sent to a server.

  2. 02

    Device and procedure assistant

    Staff ask how to use or clean a device, from the manufacturer’s own instructions.

Route. Repair. Report.

Logistics and field service

Drivers and field engineers spend their day on highways, in basements and at remote sites. An assistant on their rugged device knows every controller, route rule and procedure.

“Reset steps for this controller?”

For this controller: power off, hold the reset key for 10 seconds, power on, then confirm the green status light. Report if it stays amber.

Example answer
See logistics use cases
  1. 01

    Field engineer assistant

    Engineers ask for reset steps, part numbers and fault codes at the site, with no signal needed.

  2. 02

    Driver assistant

    Drivers ask about delivery rules, vehicle checks and paperwork by voice while on the road.

  3. 03

    Report from the field

    A wrong answer goes back to the operations team in one tap, and the fix reaches every device.

Speak. Ask. Go.

Kiosks and public services

Service centres, stations, hospitals and bank branches serve people in many languages, often on unreliable networks. A voice kiosk that runs on the device answers in the visitor’s own language, keeps ID details on the kiosk, and keeps working when the connection drops.

“पहचान पत्र में पता कैसे बदलें?”

How do I change the address on my ID card?

Bring proof of your new address and your ID card to counter 3. Fill form A2 at the kiosk; the token number prints with the steps.

Example answer
See kiosk use cases
  1. 01

    Service centre help desk

    Visitors ask by voice in their language and get the steps, documents and counter to go to.

  2. 02

    Stations and transport hubs

    Platform, timetable and ticket questions answered even when the station network is down.

  3. 03

    Hospital registration

    Patients find the right department and what to bring, without queueing for the front desk.

Ask. Check. Grow.

Agriculture

Farmers and extension workers are often far from a signal. An assistant on a phone answers crop, dosage and scheme questions in the local language from the advisories you train it on, and suggests when to check with an officer.

“ఈ మందు ఎకరానికి ఎంత కలపాలి?”

How much of this spray should I mix per acre?

From the label you scanned: 200 ml in 200 litres of water per acre. Spray in the evening and wear gloves.

Example answer
See agriculture use cases
  1. 01

    Crop and pest advice

    Season calendars, pest signs and next steps from your own advisories, in the farmer’s language.

  2. 02

    Input dosage from labels

    Scan a label and get the dose per acre and the safety steps.

  3. 03

    Scheme and price questions

    Eligibility steps and synced price lists for cooperative and FPO staff.

Isolate. Fix. Restore.

Energy and utilities

Substations, lines, pipelines and solar farms are where signal is weakest. Crews get permits, lockout steps and equipment manuals on a rugged device, with every report flowing back when they reconnect.

“Lockout steps for feeder bay 4?”

Open breaker 4B, rack out, apply your personal lock and tag, then test for dead on all three phases before work.

Example answer
See energy use cases
  1. 01

    Safety permits and lockout

    Step-by-step isolation from your own procedures, available at the site.

  2. 02

    Equipment manuals in the field

    Relay settings, fault codes and maintenance steps for every asset.

  3. 03

    Outage desk support

    Call-centre agents answer restoration questions from the latest internal updates.

Build. Brand. Ship.

Phone and device makers

Ship your own AI as the default assistant on your phones, tablets, PCs and cars. It runs on your chip, answers offline from the first boot, and carries your name instead of someone else’s.

“Turn on battery saver and set an alarm for 6.”

Done. Battery saver is on and your alarm is set for 6:00.

Example answer
See the device makers page
  1. 01

    Your default assistant

    Preinstalled on your Android builds and set as the default digital assistant, with your name, wake word and voice.

  2. 02

    Tuned for your hardware

    We compress the model for your chip’s NPU, GPU and memory, and report the accuracy kept on your own test questions.

  3. 03

    Updates through your channel

    New versions ship over your own OTA system or ours, with the same staged rollout and rollback.

Every industry

The same loop, wherever you work.

Every pilot uses the same platform: your data, your devices, automatic updates and a report button that reaches the right team.

Your own data

Manuals, catalogues, tickets, SOPs and images.

Your own devices

Phones, tablets, desktops, cars and IoT.

Automatic updates

Signed, staged, with one-click rollback.

Report and fix

Wrong answers reach the team that owns the data.

Put AI where your work happens.

Pick one team and one use case. We’ll have it running on your own devices in weeks.

Not sure if RageEdge AI is what you need?

Ask ChatGPT, Claude or Perplexity and see what they think. One click, instant insight.