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Journal

Notes from the AI frontline.

Practical playbooks, ROI math and lessons from real deployments — no hype, just what works.

How to pick your first AI workflow
Playbook
How to pick your first AI workflow
Most teams start with the flashiest idea. The best first workflow is boring, frequent and easy to check.
Sep 28, 2026 · 6 min read→
The real cost of manual work
ROI
The real cost of manual work
Copy-paste work hides inside every team. Here's how to put a number on it — and why it's usually bigger than you think.
Sep 22, 2026 · 5 min read→
Humans in the loop, done right
Strategy
Humans in the loop, done right
Approval steps aren't a crutch — they're how you ship AI safely and fast. Here's where to put them.
Sep 16, 2026 · 7 min read→
Agents vs. automations: what's the difference?
Explainer
Agents vs. automations: what's the difference?
Zapier-style automations follow rules. Agents read, decide and write. Knowing which you need saves months.
Sep 10, 2026 · 4 min read→
Inside a two-week AI pilot
Behind the scenes
Inside a two-week AI pilot
What actually happens between the audit and go-live — day by day.
Sep 4, 2026 · 8 min read→
Keeping your data safe with AI
Security
Keeping your data safe with AI
Where your data goes, who can see it and how to keep sensitive work private.
Aug 29, 2026 · 6 min read→

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