Outcome-first
Every guide starts with a real job to be done: follow up after meetings, triage admin, build a simple website, answer FAQs, or create slides.
AIProductivity.guru publishes practical, tested workflows for people who already know AI exists but need repeatable ways to save time at work — without becoming technical experts.
Every guide starts with a real job to be done: follow up after meetings, triage admin, build a simple website, answer FAQs, or create slides.
We use shared scenarios, scoring rubrics, timing logs, and screenshots so readers can see what worked, what failed, and what changed.
We call out privacy, hallucination, setup friction, hidden costs, and who should skip a tool or workflow entirely.
Eighteen early evidence logs are live, and supporting boundary guides synthesize what the evidence means before readers connect private apps, task systems, browser agents, or workflow automations. Future articles will stay in review until their evidence packs are ready: scenarios, answer keys, screenshots or raw outputs where applicable, scoring, and last-tested dates.
A new route-map guide turns existing admin, email, calendar, meeting, weekly-report, spreadsheet, form, PDF, task, and workflow evidence into a safe starter stack for office admins and coordinators: paste-only drafts first, sandbox connectors later.
Read the admin tools route map