Retail runs on judgment calls that cost too much.
The signal exists in your systems. The decision doesn’t. Operators absorb the cost.
Three operating patterns we run for you.
Each one runs continuously: a signal arrives, MAIA drafts the decision with evidence, the writeback lands in the system your operators already use.
- 01 · RET-PSL-FENCE
Refuse a schedule change that would breach predictive-scheduling law.
SignalManager attempts to swap an associate's shift inside the 14-day Fair Workweek window in NYC; new shift adds 3 hours and removes 1 day off.DecisionBlock the proposed change unless paid at the $40 NYC predictive-scheduling premium; auto-draft the Fair Workweek notice with associate consent capture; suggest two alternate eligible associates whose change wouldn't trigger premium.WritebackDeputy / 7shifts schedule update with PSL flag · payroll premium queued in ADP · Fair Workweek consent record · jurisdiction-tagged audit entry - 02 · RET-FOOD-CERT
Block a shift if food-handler cert lapsed.
SignalCashier scheduled to ring the deli register at 09:00 — food-handler cert expired Saturday and not renewed.DecisionHold the shift assignment; offer the associate a 90-minute online retraining slot (state-board-approved) before clock-in; reassign deli ring to a current-cert associate from the bakery roster; alert store manager.WritebackDeputy shift hold · BambooHR cert tracker updated · training enrollment via state-board partner · payroll segment created for paid training time - 03 · RET-CROSS-STORE
Fill a Saturday short from another store before agency.
SignalStore 1142 short two cashiers for Saturday peak; agency rate would be 1.6× internal float.DecisionAuction the open shifts to eligible associates within 25-minute commute who are under their weekly hour cap and aren't on a do-not-cross-store list; auto-approve the first two acceptances within 8 minutes.WritebackDeputy cross-store shift offer · ADP commute-premium queued · variance vs agency benchmark logged for store P&L review
Audit-grade. Sovereign-ready.
Built so your auditor doesn’t have to take our word for it. Every decision lineage is replayable end to end.
Predictive-Scheduling-Law posture.
California SB 838, NYC Fair Workweek Act, Oregon SB 828, Washington Initiative, Nevada SB 312, Chicago / Philadelphia / Seattle / SF variants — encoded per jurisdiction with premium-rate calculators.
Food-handler / alcohol service.
TIPS / RBS / ServSafe / state-specific food-handler currency tracked at the associate level; refuses to propose shifts that lack current cert.
Bargaining-unit alignment.
UFCW + RWDSU + independent retail union contract terms (seniority bumping, mandatory rest, minimum-call-in) encoded as agent eligibility filters.
Wage-and-hour audit trail.
Decision lineage reproducible per shift, per associate, per pay period. Suitable for DOL audits and class-action discovery.
See it on your data in two weeks.
One workflow, one tenant, one decision pattern. Real outputs by week two — or it’s free.
- Scope
A typical retail pilot covers one district (8–25 stores), two to three flows from {predictive-scheduling-law fencing, cert-currency renewal, cross-store shift markets, voluntary-turnover early-warning}. We integrate with your scheduling system (Deputy / 7shifts / WhenIWork), HRIS (BambooHR / Workday), POS (Square / Toast), and payroll (ADP).
01 - Success
Defined against your existing baseline. Zero predictive-scheduling-law violations over the pilot window. 14-day schedule stability rate above 92%. Voluntary turnover trend reduction visible in associate cohort by month three.
02 - Timeline
Week 1, connectors and per-jurisdiction PSL ruleset configuration. Weeks 2–3, sandbox decisions and first writeback in non-production tenant. Weeks 4–8, expand from district pilot to chain-wide. Weeks 9–12, production graduation review with your VP HR Operations and District Managers.
03 - First Decision
Target, the first MAIA-authored decision lands in Deputy or 7shifts within 21 days of kickoff. PSL-aware decisions live by week six.
04
Tell us what you’re operating.
Bring one workflow, one tenant, one decision pattern. We’ll have real outputs on your data in two weeks.
Request a briefing