AI Labor for Enterprise Planning

Get better outcomes. Not more software.

Humans override every plan. Nobody measures the cost.

Now every override has a P&L.

$7M per month in inventory reduction SC Johnson, North America implementation

Your planners' best judgment, finally measured.

The Judgment Loop

i.
Read
every signal
ii.
Predict
the baseline
iii.
Surface
exceptions
iv.
Apply
judgment
v.
Score
every decision

The last step feeds the first. Every decision gets scored, and that score sharpens the next baseline.

Once judgment is measured, agents own the routine.

Humans focus only where they uniquely add value.

Good Judgment Scales.

Daybreak agents handle the routine override decisions so your planners cover the calls where their judgment is proven to add value. Every override gets scored, and the team's best instincts compound into the next cycle's baseline.

Capital Releases.

Conservative overrides that quietly grow safety stock get named, dollar by dollar. The inventory that nobody could justify comes off the balance sheet, every cycle, every category.

Margin Improves.

Expedites, write-offs, and stockout costs trace back to the override that caused them. Margin that used to leak away unnoticed now shows up by name, so you can stop it.

Planning software is dying.
AI labor is here.

AI labor will replace manual planning operations.
The companies that deploy first own the advantage.

See the Agents Work