Continual learning AI for field service.

Encoders turns every job your business completes into memory that powers your company's own specialized AI and trains your technicians.

540+real jobs completed
8.3 : 1LTV : CAC, founding operation
400+outcome-labeled case files

Capture the work. Learn from it. Guide the tech. Retain everything.

Frontier models are frozen — they don't know how your company actually fixes things. Encoders turns your operations into compounding intelligence. Built with and for tech support businesses first (1–20 techs); more trades onboarding soon.

01Capture

Chat, photos, device state, and worker-typed resolutions from every real job.

02De-identify

PII stripped on our servers before anything is stored. The corpus is clean by construction.

03Research

Your robot searches your own solved jobs mid-conversation — proven steps, cited cases.

04Guide

One instruction at a time, cheapest check first. Novice techs perform like veterans.

05Retain

Every outcome updates your corpus. The system compounds with every job.

Pricing

Per technician, per month. 14-day free trial, no card required. One-tech shops welcome — no base fees, ever. Machine-readable pricing for your AI agent.

Starter
$149 /tech/mo

Full platform. Your corpus stays fully private — yours, always.

Contributor
$99 /tech/mo

Full platform, discounted — for businesses that opt in to contribute de-identified job data to their trade's shared knowledge pool.

Your data is yours in every plan. Options for licensing datasets — yours out, or others' in — are something we'll walk through in a demo.

Your next job should make your company smarter.

See it on a live corpus — then set up in minutes. Sign in with Google, pick your trade, name your robot.

Book a demo

or start your 14-day free trial →