OXYGN

Your organization knows
more than it remembers.

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Twenty years of answers.
Scattered.

Everything it knows
is being pulled in.

0.1 - The premise

Oxygen for
your organization.

Your company runs on knowledge nobody wrote down - scattered across docs and stuck in your best people's heads. OXYGN turns it into a living brain anyone can ask. Cited. Current.

0.2 - What's leaving

Most of what your company knows was never written down.

No file. No backup. It runs the place anyway.

20-year veterans hold the shortcuts, the exceptions, the unwritten rules.
6–12 months for a new hire to become effective. At full salary.
1 resignation All of it, gone.

Which supplier bends and which never will. Why that client's file always needs a second pass. The step everyone does and nobody wrote down.

Your systems record what happened. Nothing records why.

0.3 - Where it shows up

It looks different in every company. It costs the same.

Ops-heavy operators - Manufacturing. Logistics. Finance. Deep undocumented process debt. The highest key-person risk. Key-person dependency
Startups & scaleups - 20 to 200 people. Headcount doubles. Documentation doesn't. Your seniors are the bottleneck

0.4 - Why every fix failed

You've already tried to fix this.

The wiki

Stale within weeks. Nobody ever updates what nobody actually trusts.

The process doc

Describes the process. Never the exception that runs it.

The AI you rolled out

Fluent on all but your company. Nobody fed it yours.

Three fixes. One assumption - that the knowledge was written down somewhere.
It never was.

0.5 - Why now

This has always been true. It hasn't always been solvable.

The only way to get it out of an expert's head was to ask them to write it down. Nobody had time. So nobody did.

The people are leaving

the experts holding it are retiring.

The AI is arriving

and it has nothing to read.

For the first time, it can be captured without anyone writing anything down.

OXYGN - Ask grounded · cited

Why do we skip the standard QA cycle for Müller-Werke orders?

Their 2019 contract addendum requires certification against their in-house DIN variant before our standard cycle. The exception applies only to powder-coated batches.

Negotiated by H. Brandt (Ops). Running both cycles double-counts inspection time and breaches the agreed lead time.

  • Contract_MW_2019.pdf · p. 14
  • Interview - H. Brandt, Ops · Day 4
  • #production-escalations · 12 Mar

And when it doesn't know - it says so. No invented answers, ever.

Click an app - watch OXYGN come to help

How it works

0.6 - What you stop losing

The company stops depending on who's in the room.

Ramp time

New hires stop paying to relearn what you already knew.

Key-person risk

A resignation stops being an outage.

The answer

Nobody hunts for the person who knows. They ask. They check the source.

And it's one brain, not many. Every person gets an agent; the whole company runs on a single source of truth - each seeing only what they're cleared to.

The work doesn't change. Who can do it does.

Why OXYGN

0.7 - Begin

Give your organization its memory back.