AI Productivity

We ran five AI tools on the same messy 120K-row dataset for two weeks. Here's what actually saved time — and what only looks good in vendor demos.

We ran both AI assistants through the same tasks for six weeks. The honest breakdown: where ChatGPT wins, where Claude does, and which to pay for.

We ran identical prompts through ChatGPT, Claude, and Gemini across 20 real tasks and scored them blind. The winner wasn't who we expected — and the gaps are bigger than most reviews admit.

Zapier has 7,000+ integrations. Make costs a fraction. Here's an honest breakdown of which automation platform actually fits your workflows.

We tracked real teacher prep time before and after adding AI tools. The savings are real — but not where vendors advertise, and not as fast as they claim.

We tested AI tools across real architecture workflows — visualization, BIM, spec writing, and site analysis. Here's what delivers and what's overhyped.

We built a Twitter account from zero with a $50/month AI tool cap. Here's exactly what worked, what flopped, and the one tool that changed our data.

We tested AI writing, transcription, coding, and automation tools to find where they genuinely cut time — and where they just move the work around.

We tested AI tools on real literature reviews. Some genuinely cut research time. Others hallucinate citations. Here's the honest breakdown.

We ran 43 tasks through free and paid tiers of 9 AI tools over six weeks. The results upend the case for most writing upgrades — but coding is a different story.