Intelligence

Workforce Unifying
Infrastructure (AI)

The human leads, the agents amplify, and the infrastructure compounds.

Workforce visibility to build actionable AI infrastructure that can be shared. The connective tissue that transforms collaboration and insight across systems into intelligence and intelligence into action.

Healthcare first. Then every complex industry wrestling with the same problem.

The Problem We Solve

Healthcare runs on disconnected infrastructure

$265.6B
in administrative complexity waste annually across U.S. healthcare. The single largest category of healthcare waste.
Shrank et al., JAMA, 2019
60%
of hospital operating costs are labor. The single largest controllable expense.
34%
of total healthcare expenditure consumed by administrative overhead functions. Positions that could be shared across systems. (Cutler et al., Health Affairs, 2022)
10+
fragmented systems of record per health system. None talk to each other. None see the workforce whole.
45–55%
first-year employee attrition. Half the workforce turns over before their anniversary.

Every health system rebuilds the same administrative functions from scratch. Credentialing. Onboarding. Career counseling. Staffing coordination. Billions spent duplicating work that should be shared infrastructure.

Worki works collaboratively within your unique environment to mend the seams between systems of record and unify them into one seamless infrastructure. We don't replace. We amplify.

The Architecture

Four tiers. One Workforce Unifying Infrastructure (AI)

Unify™
See Everything
Pathways™
Grow Everyone
Amplifiers™
Activate Agents
Infrasharing™
Scale Together
Unify™
See Everything
Pathways™
Grow Everyone
Amplifiers™
Activate Agents
Infrasharing™
Scale Together
🔍
Unify
See Everything

Connect every fragmented system of record into a single persistent intelligence layer. Skills, tasks, credentials, career pathways, and compliance unified for the first time. No rip and replace. The foundation everything else runs on.

Skills inference from JDs and resumes
Task-level intelligence via Stanford HAI
Credentials and compliance mapping
Executive workforce dashboards
Unify™
See Everything
Pathways™
Grow Everyone
Amplifiers™
Activate Agents
Infrasharing™
Scale Together
🛤️
Pathways
Grow Everyone

Scaffolding for education and career pathways. Transforms workforce intelligence into actionable upskilling programs, mobility routes, and tax-advantaged education benefits. Stanford HAI's Green Light Zone identifies the 46% of tasks where AI and humans work best together. §127/§132 compliance tracking built in.

Career pathway scaffolding and education routing
Green Light Zone: 46% of tasks ready for AI augmentation
Skills gap analysis with targeted upskilling
§127/§132 FICA savings tracking
Internal mobility-first redeployment
Unify™
See Everything
Pathways™
Grow Everyone
Amplifiers™
Activate Agents
Infrasharing™
Scale Together
⚙️
Amplifiers
Activate Agents

Deploy governed AI Amplifiers that wrap around existing human roles. Each agent executes the repetitive, compliance-heavy work so the Human Conductor operates at dramatically higher leverage. The human leads. The agents amplify.

CredentialGuard™: 3× verification productivity
PathFinder™: 1:90 → 1:1,500 counselor reach
TalentMatch™: Internal-first mobility matching
OnboardPilot™: Day-one readiness automation

Human Conductor

The human is always in the middle.

AI agents do not operate autonomously. They amplify the humans who know their institutions best. A career counselor goes from helping 90 people to helping 1,500. A staffing coordinator goes from reactive shift-filling to predictive workforce deployment. The people stay. They are amplified.

1:90 → 1:1,500
Career counselor reach
Staffing coordinator productivity
2–3×
Admin role amplification
Unify™
See Everything
Pathways™
Grow Everyone
Amplifiers™
Activate Agents
Infrasharing™
Scale Together
🌐
Infrasharing
Scale Together

Every health system that joins makes the intelligence richer, the agents smarter, and the cost lower for all. Modeled on Visa's shared payment rails and Civica Rx's healthcare utility economics. Steward-governed. Per-unit costs approach zero at coalition scale.

Human Conductors and agents operate as a shared AI MSO for workforce and HR functions across the network. Data sovereignty preserved per system. Coalition economics: costs compress with every new member.

Coalition economics: costs compress with members
Shared credentialing, coaching, onboarding MSO
Per-action pricing at national scale
Data sovereignty preserved per system
Workforce Unifying Infrastructure (AI)
Unify™
See Everything
Pathways™
Grow Everyone
Amplifiers™
Activate Agents
Infrasharing™
Scale Together

Four tiers working together. Each builds on the one before it. Every layer makes the next one more powerful. The human leads, the agents amplify, and the infrastructure compounds.

The Vision

Healthcare first. Then every complex industry wrestling with the same problem.

The next-stage evolution of the workforce. The relentless pressure to lower overhead. The imperative to empower people individually as the tools of artificial intelligence transform everything around them.

The $13 trillion U.S. labor market compared to $300 billion in global SaaS revenue. The gap is the opportunity. Worki builds the infrastructure to close it.

Example Clients

Active engagements. Real infrastructure. In progress.

Active Engagement
Large Midwestern Academic System
$20B System2,600+ JDsOracle Fusion

Post-merger unification. AI agent platform deployed to standardize and audit 2,600+ job descriptions with Human Conductor oversight. Skills inference feeding ERP integration. System-of-record agnostic.

UnifyIN PROGRESS
Active Engagement
Southeastern Health Network
$900M System2,000+ JDs97% Engagement

45–55% first-year attrition with 97% engagement survey participation. 2,000+ JDs being standardized. Stanford WORKBank integration underway. Workforce Pathways Roadmap and career redeployment architecture in build.

Pathways + AmplifiersIN PROGRESS
Investor Consortium
Healthcare System Coalition
3 SystemsExpandingShared AI MSO

Three health systems as founding coalition members. Shared intelligence, shared agents, shared infrastructure. Steward-governed. Coalition economics: per-unit costs compress as the network grows. Expanding to additional systems.

InfrasharingSCOPING

The infrastructure is being built. Now.

Expanding in healthcare and other complex industries leapfrogging from fragmented systems to unified intelligent infrastructure. The question is whether you build the rails or ride someone else's.

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