Real businesses, real outcomes. Not hypotheticals — actual results from people who implemented AI agents.
14 case studiesA data-driven case study of how data analysts are using AI to reclaim 10+ hours per week on sql query generation, data visualization descriptions, and routine tasks.
A data-driven case study of how lawyers & legal professionals are using AI to reclaim 10+ hours per week on legal research summaries, contract clause drafting, and routine tasks.
A data-driven case study of how accountants & bookkeepers are using AI to reclaim 10+ hours per week on tax memo drafting, financial statement analysis, and routine tasks.
A data-driven case study of how teachers & educators are using AI to reclaim 10+ hours per week on lesson plan generation, rubric creation, and routine tasks.
A data-driven case study of how physicians & medical practitioners are using AI to reclaim 10+ hours per week on clinical note generation, patient education materials, and routine tasks.
A data-driven case study of how engineers (software & systems) are using AI to reclaim 10+ hours per week on code review, documentation generation, and routine tasks.
PMI data shows communication is the #1 project killer. This case study shows how an AI communication layer generates tailored updates for every stakeholder — execs get the dashboard view, engineers get the detail.
Most companies track cost-per-hire but ignore cost-of-vacancy — which is 3-5x larger. This analysis breaks down the real math and shows how AI cuts time-to-fill by 40%.
Why traditional sales forecasts miss by 30-50%, and how AI pattern recognition across deal velocity, email sentiment, and engagement signals produces forecasts that are actually useful.
Real results from a creative agency that used multi-agent workflows to automate design briefs, asset creation, and client presentations.
How a 12-person consulting firm used Perplexity and Knowledge GPT to transform their research workflow and reduce client delivery time.
Real results from a 4-person SaaS team that used Cursor, Devin, and other AI coding agents to accelerate their product development.
Real story of how a 5-person marketing agency used CrewAI and multiple writing agents to increase content output by 300%.
A real story of implementing AI customer support for a Shopify store doing $2M/year in revenue.