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AI Project Health Check
Know exactly where your AI project is breaking
A 12-question interactive diagnostic that scores your AI project across the 4 places these projects actually break — data readiness, stakeholder alignment, uncertainty management, and team capacity. Get a scored breakdown and a specific 2-week action plan, built from 10+ years of real AI project management experience. No install, works offline, instant results.
Hi Product Hunt! 👋
I built this after 10+ years leading Data Science and ML teams and watching the same patterns repeat: data that looks ready but isn't, stakeholders who expect certainty a model can't give yet, timelines that break because nobody named the uncertainty out loud.
This diagnostic encodes the actual questions I ask when I walk into a new AI project — not generic advice, but the specific things that predict whether a project stays on track or quietly falls apart.
Would love your feedback, especially if you're currently running an AI initiative yourself. Happy to answer any questions in the comments!
About AI Project Health Check on Product Hunt
“Know exactly where your AI project is breaking”
AI Project Health Check was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #139 on the daily leaderboard. A 12-question interactive diagnostic that scores your AI project across the 4 places these projects actually break — data readiness, stakeholder alignment, uncertainty management, and team capacity. Get a scored breakdown and a specific 2-week action plan, built from 10+ years of real AI project management experience. No install, works offline, instant results.
On the analytics side, AI Project Health Check competes within Productivity, SaaS and Artificial Intelligence — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how AI Project Health Check performed against the three products that launched closest to it on the same day.
Who hunted AI Project Health Check?
AI Project Health Check was hunted by Maria Clara Tobon. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AI Project Health Check including community comment highlights and product details, visit the product overview.
Maria Clara Tobon