Product · Self-improvement

Correct it once. It stays corrected.

Every correction becomes a rule the AI teammate keeps. Lessons travel up to the whole firm. Client secrets never travel sideways.

# acme-internalbackstageLearningSaved for every client
Sam9:02
@Nora never chase twice in one week.
Nora is typing
NoraAPP9:03
Got it. Saved for every client, not just Acme.
MDfollow-ups/SKILL.mdupdated just nowMemory updated ✓
Never two chases inside seven days
NoraAPPTue
Verde's next follow-up: day 4 day 8
✅ 1
Message #acme-internal↑
How it works

Like a new hire, minus the second explanation.

Assign, correct, and it holds.

01

Assign the work

Ask like you would ask a new hire. It reads how the firm has done this before and drafts.

02

Correct it in the thread

Say what is wrong where the work happened. The AI teammate writes the correction down as a rule, in words you can read.

03

It applies next time

The rule holds for every client that rule belongs to, not just this thread, and not just today.

Examples

Three corrections, three shelves.

Where each one lands is the whole trick.

Your firm
# client-acme
You09:14

Good, but soften the second follow-up. We never chase twice in a week.

NoraAPP09:15

Noted, and saved: never two chases inside seven days. That's now how I follow up for every client, not just Acme.

Under the hood

What happens underneath.

Three things you can watch, because they are not a model's guess.

A correction becomes a rule.

Say what is wrong in the thread. The AI teammate writes it down as a rule in plain words and applies it next time.

# acme-internalbackstageLearningSaved for every client
Sam9:02
@Nora never chase twice in one week.
Nora is typing
NoraAPP9:03
Got it. Saved for every client, not just Acme.
MDfollow-ups/SKILL.mdupdated just nowMemory updated ✓
Never two chases inside seven days
NoraAPPTue
Verde's next follow-up: day 4 day 8
✅ 1
Message #acme-internal↑

Memory on four shelves.

The firm's rules, the AI teammate's skills, one shelf per client, and private notes. A rule lands on the shelf it belongs to.

Nora · memoryfour tiersclient tier sealed
Firm
No em dashes, ever
AI teammate
How to write a recap
Client · Acme
Daniel prefers one page
Private
Scratch notes
Clients like one page
About the job: goes up. About Acme: stays.

Up, never sideways.

A better way to do the job moves up to every room. A fact about a client stays in that client's room.

Nora · memory3 clients3 sealed rooms
Firm skills · shared by every room
House style
Acme
Daniel prefers one pagestays in this roomRecaps: decisions first
Harlow
Recaps: decisions first
Verde
Recaps: decisions first
Recaps: decisions first
Lessons travel. Client facts stay put.
The one idea

Corrected once, corrected in every copy.

It learns from your interactions and improves itself.

Corrected once, corrected in every copy.

A press correcting the groove on a playbook tile, four finished tiles riding out with the same corrected groove.
FAQ

Questions people ask.

How is this different from a chatbot's memory?

A chatbot forgets when the conversation ends. An Ergoly AI teammate keeps its memory on four shelves: the firm's rules, the AI teammate's skills, one shelf per client, and private scratch notes. A correction lands on the right shelf and stays.

Does it learn from everything in Slack?

No. It learns what you teach it: an example, a correction, a rule you state. It does not silently absorb every message in the channel.

Can one client's correction change another client's work?

Only when it is a lesson about the job, like how to write a status update. Facts about a client stay on that client's shelf and never move sideways.

Can I see and edit what it has learned?

Yes. Every rule and skill is a plain file you can read, change, or delete. Nothing is hidden inside a model.

Does my firm's know-how train someone else's model?

No. What an AI teammate learns about your firm belongs to your firm. It is not pooled across customers and it trains no shared model.

How does it start?

By reading the history you give it: the channels, the documents, the examples. Then it gets better one correction at a time.

Get started

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