Build chargeback evidence packs from transaction logs, delivery proof, customer messages, policy terms, and deadline

Prioritize facility work orders from asset criticality, safety risk, occupant impact, parts availability, and SLA

Route enterprise workflow intake from requester, department, urgency, system owner, risk class, and automation fit

Forecast likely cooling center demand from temperature spikes, population density, transit access, prior usage, and loca

Calculate data center cooling efficiency and COP metrics

Analyze checkout behavior to explain where buyers abandon and why. Returns likely drop-off reasons, friction clusters, t

Select fallback contract clauses from clause type, risk appetite, deal value, negotiation stage, and approved language

Escalate the worst toxicity events in child and teen multiplayer environments, including slurs, threats, grooming-adjace

Calculate fiber chromatic dispersion from length and type

Advise chart of accounts coding from vendor, memo, tax class, department, recurrence, and confidence

Analyze participation patterns across discussions and class activities to identify dominance, disengagement, and inclusi

Match patient profiles against active clinical trial inclusion and exclusion criteria. Returns ranked trial matches, eli

Calculate individual contribution value from crowd output

Refactor code snippets for clarity, maintainability, and performance using Claude. Accepts source code and target goals

Score clinical note coding readiness from diagnosis detail, procedure evidence, modifiers, payer rules, and ambiguity

Check cloud backup restore readiness from backup age, restore test, dependency map, RPO, RTO, and owner coverage

Score technology commercialization potential from factors

Prioritize neighborhood concerns using severity, recurrence, vulnerable populations, and service-delivery impact.

Check mortgage document conditions from borrower docs, income proof, appraisal status, title issue, and closing date

Route model fallbacks from task risk, latency pressure, cost ceiling, modality need, and quality tolerance