Teach AI your metric definitions and business vocabulary
Register your data model, metric definitions and business vocabulary once. Upsolve grounds every agent answer in them, versions them like code and refreshes column values nightly, so answers stay correct as your data changes.
Hey Product Hunt, Ka Ling here, co-founder of Upsolve AI.
Every data agent demo looks great. Then in production someone asks for ARR, and the agent picks one of the ten definitions floating around your company.
Upsolve Data Models is where you fix that. You register your tables, fields, keys and descriptions, and your business vocabulary lives in a versioned context layer. Columns you mark as selectable get their values pre-cached and refreshed on your schedule. So when a contract status changes, the agent already knows.
This is day 1 of our launch series. Every day for the next two weeks we're shipping the full stack for data agents that stay accurate in production.
What's the metric your team argues about the most? I'd love to hear it.
About Upsolve Data Models on Product Hunt
“Teach AI your metric definitions and business vocabulary”
Upsolve Data Models launched on Product Hunt on September 30th, 2026 and earned 87 upvotes and 4 comments, placing #9 on the daily leaderboard. Register your data model, metric definitions and business vocabulary once. Upsolve grounds every agent answer in them, versions them like code and refreshes column values nightly, so answers stay correct as your data changes.
On the analytics side, Upsolve Data Models competes within Analytics, Developer Tools and Artificial Intelligence — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how Upsolve Data Models performed against the three products that launched closest to it on the same day.
Who hunted Upsolve Data Models?
Upsolve Data Models was hunted by Ka Ling Wu. 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.
Ka Ling Wu