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h.work blog

Notes from h.work.

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

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Nobody wrote down how this company actually works
Operations

Nobody wrote down how this company actually works

An AI Specialist can be deployed in a day. What takes longer is context transfer.

Sep 2, 2026 · 2 min read
What oversight actually looks like at ten deployments
Operations

What oversight actually looks like at ten deployments

One expert can attend AI Specialists across ten to thirty companies — but only if oversight is designed in advance.

Sep 1, 2026 · 4 min read
When Your Close Process Lives in Someone's Head
Operations

When Your Close Process Lives in Someone's Head

In most mid-market finance teams the month-end close runs on one person's undocumented memory.

Aug 31, 2026 · 4 min read
Overlooking Change Orders Has a Cost
Operations

Overlooking Change Orders Has a Cost

Mid-market contractors lose margin on variations nobody priced in time.

Aug 28, 2026 · 4 min read
The Escalation Rule Nobody Wrote Down
Operations

The Escalation Rule Nobody Wrote Down

Most ops teams run automated work without a written rule for what a human must approve.

Aug 27, 2026 · 4 min read
Your HACCP File Is a Recordkeeping Problem, Not a Food Safety Problem
Food Safety

Your HACCP File Is a Recordkeeping Problem, Not a Food Safety Problem

Most food safety failures aren’t hygiene failures — they’re documentation failures found during an audit.

Aug 26, 2026 · 3 min read
Why Every Hire Costs More Than the Salary
Onboarding

Why Every Hire Costs More Than the Salary

Most mid-market ops teams budget for a senior hire's salary but never for the ramp. Here's what the first four months actually cost.

Aug 25, 2026 · 3 min read
What Unreviewed Vendors Are Costing You
Vendor Management

What Unreviewed Vendors Are Costing You

Mid-market companies sign vendors carefully and then never review them. The renewal passes, the SLA goes unchecked, and nobody owns the file.

Aug 24, 2026 · 3 min read