h.work
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Notes from h.work.

Short essays and product updates on AI workforces, expert supervision, and trusted operations.

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The 90-Day Gap: Why Mid-Market Can't Wait to Hire
AI workforce model

The 90-Day Gap: Why Mid-Market Can't Wait to Hire

Mid-senior hiring now averages 60–120+ days to fill. Here's how mid-market companies close that operational gap with AI Specialists and credentialed expert oversight instead of absorbing the cost internally.

Jul 9, 2026 · 4 min read
Your Supply Chain Needs a Person, Not a Platform
Supply Chain

Your Supply Chain Needs a Person, Not a Platform

Mid-market companies are pouring money into supply chain tech but still losing ground on execution. The problem isn't the software — it's the absence of an accountable person running it.

Jul 3, 2026 · 3 min read
The Legal Ops Problem: AI Can't Sign Anything
Legal Ops

The Legal Ops Problem: AI Can't Sign Anything

Mid-market legal operations have an accountability gap that AI tools don't solve on their own. Here's why expert oversight isn't optional — and how AI Specialists with credentialed supervision change the economics.

Jul 2, 2026 · 2 min read
The Healthcare Back Office Needs an Exception Desk
Blog

The Healthcare Back Office Needs an Exception Desk

The Healthcare Back Office Needs an Exception Desk Healthcare operators do not need another abstract conversation about AI replacing clinicians. The more immediate problem

Jul 1, 2026 · 3 min read
The Hiring Freeze Is Where AI Specialists Make Sense
h.work

The Hiring Freeze Is Where AI Specialists Make Sense

Hiring freezes do not stop operational work. h.work AI Specialists give companies a way to add structured throughput while preserving expert judgement.

Jun 30, 2026 · 3 min read
Managing AI Agents Is Becoming a New Kind of Knowledge Work
h.work

Managing AI Agents Is Becoming a New Kind of Knowledge Work

Managing AI agents is becoming a new kind of knowledge work: designing roles, escalation paths, review loops, and judgement boundaries for an AI workforce.

Jun 29, 2026 · 4 min read
The Logistics Team Is Becoming an Exception Desk
h.work

The Logistics Team Is Becoming an Exception Desk

Logistics teams are becoming exception desks. See how AI Specialists handle structured operations throughput while expert oversight protects high-stakes judgement.

Jun 26, 2026 · 5 min read
The Work Does Not Wait for the Hire
h.work

The Work Does Not Wait for the Hire

Unfilled roles do not pause the business. h.work AI Specialists restore operational capacity while expert oversight keeps consequential work inside clear boundaries.

Jun 25, 2026 · 5 min read