How it works

From first capture to robot-ready.
In five steps.

Wherever your work happens — a building, a construction site, a field, a warehouse or a kitchen — the path is the same. Each step has a clear ask and a clear return, and the value starts in week one. The robots are the destination, not the condition.

Last updated: July 2026

01

Week 1

Map your work

What it asks of you

Half a day. We capture the environment where the work happens — a building, a site, a field, a warehouse, a kitchen. Then your most experienced person does one job the way they always do, narrating as they go.

What you get

The place and the first real knowledge exist in your own Kin. Not a manual — the actual way your company works, from the person who knows it best.

CleaningYour best cleaner does one round and says out loud what no checklist captures.
ConstructionThe foreman walks the site: where the ground is soft, which batch to blend.
AgricultureThe grower drives the rows once: where it waterlogs, what ripe looks like here.
02

Month 1–3

Capture in the flow of work

What it asks of you

Nothing extra. Lore runs on the phones and cameras your people already carry. They start a capture themselves when they do something worth keeping — a fix, an exception, a trick.

What you get

Knowledge stops leaking. What your people learn on the job accumulates instead of evaporating at every handover, holiday and resignation.

LogisticsA picker flags it once: totes from that supplier have bent handles — grip lower.
KitchensThe chef records the plating standard once. Every location works to it.
MaintenanceThe caretaker captures the valve that needs a quarter turn past the stop.
03

Ongoing — before any robot

The knowledge pays off today

What it asks of you

Nothing. This is where it starts returning.

What you get

New people are productive in days, not months. Quality stops depending on who shows up. And when your best person retires, their knowledge stays — searchable, teachable, yours.

Any sectorOnboarding, quality consistency and knowledge retention — measurable before a single robot exists.
04

When the robots come

Robot-ready — whatever the robot

What it asks of you

Connect the machine. The brand does not matter — Kin builds on the standards the industry already runs on.

What you get

Your first robot starts at day one with everything your company learned. Your competitor starts at zero. And honestly: how much a robot can execute grows with the industry — but whoever captured their knowledge first is first in line.

Any sectorA humanoid, a wheeled platform, a field machine or an arm — it inherits your knowledge, not a generic average.
05

Year after year

It compounds

What it asks of you

Nothing. This is the flywheel.

What you get

Every machine, every location and every season adds to the same knowledge base. New branch? It inherits the company standard. Selling or passing on the business? The knowledge is on the balance sheet — not in someone's head.

Any sectorKnowledge becomes a transferable company asset — at growth, succession or sale.

Why we build this

The robot industry has everything except memory.

The protocols that make robots work cover transport, training, space and safety. None of them cover what a machine learns after it ships — or who owns it. Today that knowledge is discarded with every replaced machine, or locked inside a manufacturer.

We think it should belong to the people and businesses who earned it. That is the layer we build.

Read the full vision →The missing layer, technically →

See what this looks like in your sector:

Cleaning →Construction →Agriculture →Logistics →Facility & maintenance →Commercial kitchens →

Step one takes half a day.

Start with one location and one experienced person. Everything after that builds on it.

Start a pilot →