AI Laborfor Enterprise Planning

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Your planning decisions have a P&L. You've never seen what they cost.

Override costs surface as write-downs, expedites, stockouts, and trapped working capital. Daybreak makes them measurable. When planning decisions are measured, value becomes repeatable.

See Your Override P&L
$7M/month

inventory reduction at a leading CPG manufacturer

Some decisions are your edge. Some are costing you.
Daybreak learns the difference.

01

Meet Dawn

Dawn owns your demand plan. She reads every signal, generates predictions, applies judgment, and defends every decision.

Demand WorklistToday · 1,200 decisions
960 Autonomous240 Suggested
Hydraboost Classic· Beverages · Los Angeles
1,095→537 cases/wk · −$13,950
Suggested
Hydraboost Zero· Beverages · Seattle
450→184 cases/wk · −$6,650
Suggested
Hydralite Berry· Beverages · Philadelphia
340→495 cases/wk · +$4,200
Suggested
Aqua Pop Citrus· Beverages · Dallas
610→540 cases/wk · −$1,800
Autonomous
PowerJuice Tropical· Beverages · Atlanta
720→880 cases/wk · +$4,500
Autonomous
Hydraboost Spark· Beverages · Chicago
550→460 cases/wk · −$2,400
Autonomous
Hydralite Mint· Beverages · Denver
480→365 cases/wk · −$3,100
Autonomous
02

You manage Dawn

When a policy breaks, you review Dawn's decision, then accept or override. Your edits, confidence, and reasoning are captured so your judgment is never lost.

Forecast reviewHydraboost Classic · 637483 · LA
Override Dawn's forecastSuggested
New forecast
620cases/wkML 1,095 · Dawn 537
Why
Kroger confirmed +2 endcap weeks Nov 7–21. Demand is real, just later than Dawn’s cut.
Submit override
DawnMy recommendation is exceeding your policy threshold. I need your input.
03

Every decision gets scored

Dawn grades each decision based on the outcome, captures what added value, and folds it into the next cycle.

Cycle decisions scored
Lower DQSHigher DQS
Wk11Wk12Wk13Wk14Wk15Wk16 Beverages+6+8+9+10+11+12 Frozen+5+6+8+9+10+11 Snacks+4+5+6+8+9+10 Pet Care+3+4+5+6+7+8 Personal Care+4+5+6+7+8+9 Household+2+3+4−1−2−3
DawnI keep climbing in Beverages. I miss in Household. Your overrides help there.

Each cycle, Dawn improves.
Your judgment becomes a compounding asset.

AI Labor

Scheduled work performed by agents, producing planning decisions your team governs.

Your best people
stop doing robot work.

Agents run the routine. Your people spend their judgment where it actually pays.

01

Your judgment scales.

Your sharpest planner’s instincts run across every SKU and every cycle, not just the accounts they had time for.

02

Your cash comes back.

Daybreak catches the cautious overrides padding your safety stock and puts that cash back on the balance sheet.

03

Your margin improves.

The expedites, write-offs and stockouts that bled margin get traced to the override behind them, and stopped at the source.

Customer story

Our people stopped defending overrides in spreadsheets and started compounding judgment. We spend our time on the decisions that move the P&L.
VP of Supply Chain Planning
Enterprise customer

Stop buying software.
Start hiring agents.

Software costs. Agents earn.

See Your Agents Work Talk to Our Founding Team