Incorrect password
S T E L L A
The workforce
that compounds.
Set up once. Deploy infinitely.
Confidential
01
The Productivity Paradox
Spending soared. Output didn't.
AI spend ↑
Productivity —
The gap
Two years, record AI budgets, engineers who feel faster — and org-level productivity that hasn't moved.
The Productivity Paradox
02
The Root Cause
Every tool augments the work of one person.
+ AI coding agent
One engineer
Cognitive load
0%
Headcount
0
AI cost / yr
$0K
The work gets augmented. The role doesn't. Headcount holds, spend climbs — so output per org stays flat.
The Root Cause
03
0setting up
Now Multiply It
The same setup — across everyone.
Joe
setting up
Jenny
setting up
Marcus
setting up
Priya
setting up
Dana
setting up
Sam
setting up
Wei
setting up
Leah
setting up
Omar
setting up
Ana
setting up
Tom
setting up
+ more
setting up
Everyone stands up their own tools, sessions, and context — over and over. Multiply the tax by the whole org and productivity flatlines.
Now Multiply It
04
Not the work.
WORKFORCE
Stop augmenting the tasks inside a role. Augment the role itself.
The Reframe
The Reframe
05
Why Only Stella
Replacing a task is easy. A role is not.
Session 1 — context re-fed from zero
Session 2 — context re-fed from zero
Session 3 — context re-fed from zero
Session 4 — context re-fed from zero
Session 5 — context re-fed from zero
Session 6 — context re-fed from zero
Amnesia tax — burned before real work
~20%
A role needs continuous, compounding, per-enterprise context. Every rival forgets it each session and re-buys it. Only Stella carries it forward.
Why Only Stella
06
The Operator Model
Configure the role — once.
Instead of every person setting it up, one operator configures the context and the knowledge a single time:
Configured once
✓What the firm is
✓What they're building
✓Who the team is
✓The key things they control
✓The repos they operate in
configure once
▸▸▸
Agent 1
ready
Agent 2
ready
Agent 3
ready
Agent 4
ready
Agent 5
ready
Agent 6
ready
Agent 7
ready
+ ∞
ready
The Operator Model
07
What This Becomes
Train once. Deploy infinitely.
Elastic
Governed
Continuous
From a single configured core you deploy a workforce that compounds instead of resetting — the marginal cost of the next expert engineer collapses toward tokens. This is the market Stella drops into: a ~$12B AI-for-software-engineering spend today, expanding into the ~$1.3T enterprises pay for the engineering labor itself.
What This Becomes
08
The Ask
$X.XM to build the
workforce that compounds.
Set up once. Deploy infinitely.
09
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