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. And the data behind it? You own it — and can monetize it.

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540+real jobs completed
8.3 : 1LTV : CAC, founding operation
400+outcome-labeled case files
60%revenue share to dataset owners

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.

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.

You own your data. We help it earn.

Every tenant owns its corpus — Encoders is the custodian and the monetization channel. Two ways your data pays you, both optional, both stackable:

Pool participation

Get paid to contribute

Your de-identified data joins your trade's shared intelligence pool — and your seats drop from $149 to $99. Opt out any time.

Data licensing

License your dataset

List your scored corpus as a dataset pack. When other companies in your trade license it, you earn a 60% revenue share — recurring.

Quality-scored

Rated by the Last Mile Exam

Every listed dataset carries an independent, methodology-documented quality score — so buyers trust it and quality earns more.

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.

Contributor
$99 /tech/mo

Full platform. Your de-identified data joins the vertical pool — the discount is your compensation.

Starter
$149 /tech/mo

Full platform. Fully private corpus — never pooled, never licensed.

Dataset packs
+$39 /tech/mo

Day-one intelligence: license an existing corpus in your trade (e.g. 400+ tech-support cases). Volume discounts as you stack packs.

Five trades. Pioneers wanted.

Tech support already has a licensable founding dataset. In every other trade, the first company in owns the founding dataset that later companies license — with the 60% owner share.

Tech Support · 1 dataset liveElectrical · pioneer open Plumbing · pioneer openHVAC · pioneer openPower & Utilities · pioneer open

Your next job should make your company smarter.

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