Use cases
Every team has a backlog of "can engineering just…" requests. With Vision, they describe what they need in plain language — and ship it themselves, safely, on top of your real codebase and data.
Before File a ticket, wait on an engineer to write docs, watch them drift out of date.
“Help me make a Mintlify doc for our upload-CSV feature.”
→ Vision reads the actual feature in your codebase, writes accurate MDX, and gives you a one-click “Push to Mintlify” button.
Before Endless back-and-forth with engineering about what the report should show — then another round of revisions.
“Build an admin tool to pick an enterprise account and generate its monthly report — showing usage and spend.”
→ A working internal tool you revise yourself in plain language, instead of a week-long Jira thread.
Before Export CSVs, queue up a data scientist, lose a week to the back-of-the-line.
“Get me a churn analysis by usage, time-on-platform, and the biggest sticking points.”
→ Vision joins data from PostHog, Supabase, and your codebase to surface exactly why accounts are churning.
Before Manually email every applicant, then remember to ping the team in Slack.
“Make an autoresponder for my Google Sheet [link] using this template, and post to #updates-hiring whenever it sends.”
→ Applicants get instant replies and your team gets a Slack ping — no engineer in the loop.
Before Chase five teams for stats, anonymize by hand, then wrestle it into a draft.
“Generate a blog featuring our top 5 enterprise customers and usage stats — fully anonymized.”
→ A ready-to-edit draft built from real numbers, scrubbed of anything identifying.
Before Notice a dead account weeks too late, after the renewal conversation has already soured.
“If any team in our enterprise cohort goes 7 days without using the product, DM me on Slack.”
→ A live monitor on your accounts, delivered straight to your DMs.
When everyone can build, visibility matters more than ever. Vision gives engineering leaders a complete, real-time picture.
A live feed of the tools and prompts across your org — nothing happens in the dark.
Real-time visibility into which files are being modified, by whom, right now.
Vision flags when two people are about to edit the same files, so changes never collide.
Lock everything down by default — e.g. let a team edit the admin tool, and nothing else.
Give every team the power to ship their own tools — safely.