Handoff Wizard · Umbrella

Operational handoffs, solved.

Every industry loses time, money, and trust at the handoff. We build the comprehension layer that makes the next person know what the last one knew — across clinical, business, and education contexts.

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Why now

Three problems. One moment.

The handoff problem is old. The window to solve it is new.

01 · AI

Language models can finally read context.

Decades of unstructured notes, charts, and records are now machine-readable in seconds — not weeks. The bottleneck shifted from data to trust.

02 · Regulatory

Interoperability mandates landed.

FHIR. 21st Century Cures Act. State-level data portability. Walls between systems are cracking. Read-only, compliant access is the new floor.

03 · Market

Burnout made handoffs urgent.

Staff turnover is record-high in healthcare, education, and frontline services. Every departure is a handoff. Every handoff is a risk surface.

Founder note

What we're actually building.

We don't replace the people doing the work. We change what they can know in the seconds they have.

Every industry has a moment where context evaporates: shift change, project handoff, student transition, role turnover. The cost is paid in errors, rework, and trust. We're building one comprehension layer with three sector-tuned surfaces — clinical first, business and education next.

Read-only. Compliance-grade. Audit-ready. That's the floor, not the pitch.

— Jacob, Founder