Every planning cycle, people override the plan and nobody measures the cost. Daybreak scores every override against what it earned.
Anonymized illustrative scorecard. Your scorecard reads from your override logs and outcomes.
What follows traces one full cycle, start to finish.
Source data validated, planning inputs structured, integrity issues flagged before any decision is made. This is Sol, your context agent.
Repeatable planning calls run under policy, each with its reasoning and guardrails attached. This is Dawn, your decision agent.
The calls with real financial weight route to people who can change the outcome. These are your planners.
Sunscreen SPF 50, 8 oz. Phoenix DC to Target West. Week 16, 2026. Five moments, from Monday morning to the outcome scored three weeks later.
Sol validates source data, structures planning inputs, and flags integrity issues before Dawn touches the decision.
Screenshot: Sol's context-prep view, Monday 5:30 AM.
Dawn detects an early seasonal ramp and recommends 4,600 cases (+26%). Because the change exceeds the 20% stability threshold, the decision routes to review with reasoning, alternatives, and guardrails attached.
Screenshot: Dawn's decision view with stability-threshold flag, Monday 6:15 AM.
The planner reviews the exception: $118K revenue impact. They add two signals Dawn could not see: a Southwest heat wave and a Target endcap moving up one week. Their judgment improves the decision. Daybreak captures it.
Screenshot: Planner exception-review, Tuesday 8:45 AM.
The plan is submitted. The accepted recommendation, added context, and policy adjustment carry forward. The next cycle starts with more validated judgment than the last.
Screenshot: Cycle close with carry-forward markers, Friday.
Target sold through. Shelves stayed full through Memorial Day. Last year, the same SKU stocked out in six stores by Week 19. The override that caused it was never scored. This time, it was.
Screenshot: Scorecard at outcome, three weeks later.
The same scoring runs on every SKU, every location, every cycle across the portfolio. Two things compound.
More decisions run under policy without adding planner headcount. Your team governs the calls with real financial weight instead of clearing volume.
Every agent action and human override is measured against actuals, so the ones that paid off and the ones that cost you both show up.
Compounded across a full rollout:
$7M per month in inventory reduction SC Johnson, North America implementation See your inventory reductionAgents own the decisions. You own the bounds, the audit trail, and the kill switch.
SOC 2 Type II · RBAC · SSO · encryption in transit and at rest
Your override log, scored against outcomes, as a financial statement. Ten business days.
The full operating model comes later, on your terms, only if the number holds.