Self-Improvement

The whole team gets sharper.

Observe, ratify, gate.

Your IP

They promise not to train on your data. You train on yours.

The record of what your workforce learned lives where you can see it, keep it, and take it with you. Two stores, one honest split.

Every job your workforce runs

leaves two things behind, a receipt, and a lesson.

The receipt · audit ledger

The record only ever grows.

7799invoices matched · SA · masked · signed
7800policy corpus refreshed · RD · masked · signed
7801board digest compiled · LT · masked · signed
7802tone adapter tuned · MK · sealing…
permanentevery receipt replayable, none rewritable
The lesson · learning store

Your workforce levels up.

house-voice email lvl 4 ↑invoice three-way match lvl 3 ↑objection handling lvl 2 ↑weekly board digest lvl 3 ↑contracts library newcontract red-flag review newsupplier onboarding newproduct policy corpus newhouse-voice adapter new
+9 plays learned this weekpatterns of the work, never profiles of people
Both stores live encrypted in your tenancy, your keys, your soil, portable when you move.

Your learning stays your IP.

Every improvement is proposed by the AI and approved by a named person before it ships, nothing on autopilot.

That lesson is not a note in a file. It becomes an entry in your company library, a job any agent can run from then on, at a cost you can read off the card.

131 jobs your agents can run today+6 this month94 skills · 34 workflows · 3 knowledge bases · sample data
SkillLearned from your work
Sales
Answer a pricing objection in your own words

Learned from 60 corrections your team made to the drafts it sent back.

Proposed by the agents, ratified by V. Lindt, DPO before any agent could run it.
€0.03 / runnew this month
SkillLearned from your work
Sales
Draft a client email in house style

Turns a few bullets into an on-brand reply your team can send as-is.

€0.03 / run142 runs / mo
SkillBuilt here, in Studio
Help Desk
Triage a support ticket

Reads a ticket, decides urgency and owner, drafts a first reply.

€0.06 / run178 runs / mo
WorkflowBuilt here, in Studio
Finance
Three-way match an invoice

Invoice against purchase order against receipt; the exceptions come to a person.

€0.11 / run96 runs / mo
WorkflowBuilt here, in Studio
Operations
Onboard a new supplier

Collects the documents, runs the checks, files the record, chases what is missing.

€0.19 / run24 runs / mo
WorkflowImported, then approved
Marketing
Competitor scan

Gathers a competitor’s recent moves and files a briefed summary.

€0.40 / run31 runs / mo
Knowledge baseYours, from day one
Legal
Your contracts, answerable

Clause-numbered, so an answer lands on the clause and page, not on the document.

groundingcited daily
Knowledge baseYours, from day one
Operations
Meeting decisions, 14 months of them

What was decided, by whom, and when, the answer names the meeting.

groundingcited daily
Tuned modelLearned from your work
Marketing
A model tuned to your house voice

Trained on your approved copy, on your own hardware, so the cheap model sounds like you.

€0.004 / run410 runs / mo
Every entry versioned, owner-labelled, exportable. Yours when you leave.Open the full console prototype →
One engine · three climbs

Self-learning improves three areas, and only these, all on the same governed motion.

every change versioned · ratified · audited, per-tenant, on-soil, never cross-customer

Rent the intelligence. Keep the learning.

You pay for the models by the job, whichever provider is best for the work today. What the workforce learns from running your work is yours: the workflows, the behavioural patterns, the corrections, all recorded on your soil.

So you never bet the company on one AI vendor. When a better, cheaper or more capable model ships, closed or open source, you swap it in, and every play you've learned comes along. The models are the rented part. The learning compounds, and it's yours.

where the learning lands · the Strategic Intelligence console

Search agents, surfaces, policies…Account
Know · Strategic Intelligence

Adoption & usage

who actually uses the workforce, on which surface, for what

sample figures, illustrative · your console reports its own live, measured numbers

Weekly active people
132
of 180 headcount
Adoption
73%
weekly active share
Departments active
9 of 9
every desk staffed
Governed turns · 30d
4,120
↑ 2.9× this year

Adoption by department

weekly active share of headcount
Compliance88%
Sales86%
Marketing81%
Operations78%
Finance74%
Help Desk71%
Leadership66%
HR62%
Legal54%

By surface

governed turns · 30d
Teams1,890
Web chat940
Word512
Outlook468
SharePoint190
Console120

What people ask for

top job families · 30d
Draft & reply940
Research & summarize720
Meeting notes & actions610
Screen & shortlist380
Reconcile & report340
Policy & handbook answers310

Turns, last 14 days

the weekend dip is real usage shape

Adoption you can defend: weekly active share of real headcount, not seat licences.

See the flywheel on your own work.