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.
Five early evidence logs are live, and 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.
We turned the existing evidence logs into a reader-friendly workflow hub for normal work: meetings, weekly admin, client slides, support FAQ bots, and small-business website drafts. Each example includes safe input boundaries, a short repeatable process, and links back to the underlying evidence/data pages.
Read the workflow examples