AI Technicians

AI technicians that sell more and cut your support costs in half from day one.

Refaire is an AI-powered remote visual support platform. Customers point their camera; Refaire sees, hears, and diagnoses the fault like a trained technician — guiding repairs, identifying parts, and resolving issues on first contact, 24/7, in every language.

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The Problem

Technical knowledge scatters across systems, manuals, and your technicians' heads.

Technical knowledge scatters across systems, manuals, CAD files, videos, and people's heads. Refaire turns that scattered expertise into a multimodal, AI-ready knowledge bank — so your best technician is available on every call, in every language, at all times. The result is AI-powered troubleshooting that deflects tickets, lifts first-contact resolution, and offers a real alternative to truck rolls and technician dispatch.

SystemDataMediaFilesProductDesignTechnicianKnowledgeManuals& GuidesMultimodal AIKnowledge Base

The Platform

Your customer's camera becomes the technician.

01

Learn

Refaire ingests your manuals, specs, and product docs, plus the fixes your technicians already know, into one multimodal knowledge bank — knowledge capture that retains tribal expertise instead of losing it to turnover.

Refaire's synced knowledge base of product manuals, guides, and videos
02

Analyze

The customer points a camera; Refaire perceives the fault the way a trained technician would — a sound, a wobble, a misaligned part. Camera-based diagnostics and audio analysis do the work a video-based support call used to require a human for.

A live video call with the AI technician analyzing an e-bike battery
03

Resolve

It diagnoses, delivers guided repair instructions, identifies the right part or SKU, and captures the interaction back into the knowledge bank — first-contact resolution without a technician dispatch.

Chat conversation where the AI technician diagnoses a battery fault

Use Cases

One AI technician across the entire product lifecycle.

Knowledge Capture & Management

Tribal knowledge retention: capture expert know-how before it walks out the door, and keep your best technician's judgment on every call.

Sales Assistance

Product and SKU identification helps customers buy the right part the first time, cutting wrong-fit returns.

Technician Training

A technician copilot for field service: ramp new hires against your experts' encoded standards.

Installation Guidance

Walk customers and installers through setup and installation.

After-Sale Support & Repair

After-sales support automation: AI-powered troubleshooting diagnoses and resolves on first contact, deflecting tickets without a truck roll.

Warranty Validation & QA

AI QA inspection verifies condition and quality with the same judgment, every batch, every shift.

Proven Results

More sales. Half the support cost.

Enterprise Ready

Fast to deploy. Easy to integrate. Built to scale.

Accelerate time to value

See ROI in weeks, not quarters. Refaire deploys against the docs you already have, with minimal lift from your team and impact from day one.

Connect to your existing stack

Works through your current operations — website, support flow, CRM, and ERP — through our API and integrations. No new hardware, no rip-and-replace.

Built to scale securely

One AI technician serves every customer, in every language, across every product line and region — with enterprise-grade security and data governance your team controls.

Your knowledge stays yours

Every interaction feeds back into your private knowledge bank, which you own and can export.

Get Started

Live in weeks, not quarters.

STEP 1Define the use case
STEP 2Provide the knowledge
STEP 3Customize the agent
STEP 4Scenario testing
STEP 5Go live

FAQ

Frequently asked questions

How does Refaire's AI hardware technician actually work?

Refaire's AI hardware technician reasons over vision, audio, and physics/time-series signals captured through a standard phone camera — watching for cracks or loose parts, listening for rattles or odd sounds, and reasoning about what it sees. It's the same multimodal approach a trained technician would use to look, listen, and feel for a fault, instead of just matching keywords in a written description.

What products does Refaire support?

Consumer and prosumer electromechanical products: e-bikes, drones, smart appliances, sewing machines, 3D printers, and small-scale lab equipment. These products get used in wildly different environments, so they need frequent hardware troubleshooting — but the root causes and fixes tend to repeat across cases, which is exactly the pattern Refaire's visual AI diagnostics are built to recognize and resolve at scale.

Does our data stay private from our competitors?

Yes. Refaire runs in a federated, behind-the-firewall model — your raw data never leaves your environment. Only the synthesized diagnostic knowledge powers your AI hardware technician, and it's never shared across accounts.

How is Refaire different from AI customer-service agent platforms?

Most AI customer-service platforms automate the conversation — chat, voice, refunds, account changes — for issues a person can describe in words. Refaire is a different category: an AI hardware technician that automates the physical diagnosis underneath it, seeing and hearing the actual product to catch faults no one can describe accurately. The two are often complementary, not competing.

Does Refaire replace our technicians?

No — it multiplies their capacity. Refaire's AI hardware technician handles the first layer of diagnosis instantly, at a fraction of a technician's fully-loaded cost, letting you scale technical support without hiring for every repair that actually needs a human.

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Backed by

NVIDIA InceptionNYCEDCWestchester Innovation Network
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The cost of one hire. Amplifying your whole team.

Every language. 24/7.