Inventory is a capital allocation decision disguised as a planning output. Daybreak is the only system that surfaces every decision, scores it against the cash, margin, and service it moved, and owns the routine baseline that doesn't need your judgment.
Every planning cycle, your team makes thousands of override decisions. Some create value. Some destroy it. The system that captures them does not score them against outcomes, which means the cost of override is a line item nobody ever calculates.
of planning overrides destroy value versus baseline. The wrong ones inflate your inventory line.
Measured across scoped deploymentsCapital unlocked per 1% accuracy improvement at one anonymized $2B manufacturer. Your number scales with your inventory value.
Anonymized customer outcomeof override decisions go unscored in legacy planning systems. The carrying cost shows up on your balance sheet without ever tying back to the change that caused it.
Industry pattern across major planning systemsIf you can't score a planning override against its outcome, you're paying for judgment you can't measure.
Each one is measured against your own data, not a vendor benchmark.
Without scoring, your planners over-buffer for decisions they can't measure. With scoring, that buffer shrinks. Cash returns to working capital.
Daybreak scores every decision against the outcome it produced. Bad overrides get flagged before they hit your cost structure. Stockouts, markdowns, and expedites drop. Margin holds even as portfolio complexity grows.
Daybreak's agents own the routine planning. Your team's hours go to the decisions that move the business. New regions, channels, and SKU classes get added without adding planners.
Quantitative and qualitative inputs
ML produces a starting point
Agents edit the forecast
Planners review the call
Measure against outcomes
Every cycle the system gets smarter. Legacy systems reset to zero.
This is what AI as labor looks like in practice. Read the full operating model →
"[Placeholder: Executive testimonial. CFO-level quote referencing specific measured outcomes from a scoped deployment. Override rates reduced, decision coverage expanded, capacity gains quantified. Bounded language. Title plus company size required.]"