Describe it, run it, change it. Outline turns what you say you need into running software in days. Software that works from your live data and your people's judgment, so it can decide and act, and that keeps up as your business moves on.
Three things make that possible, and they stack.
The apps and agents your business runs on. They query your live data and apply your experts' judgment, so they can decide and act rather than just report. Not built once and left to age, but kept right as your data, your processes and the AI models underneath them change. This is what you buy.
Describe what you need in your own words. Outline interviews you, writes the spec, and the factory behind it builds the software in days. You pay for what it produces.
Your operational data, your documents and your experts' judgment, connected and queryable. Outline uses it to understand what to build. The software it builds uses it every day, to know what is happening and what a good decision looks like. Being built in the open.
Every system you run was specified at a moment in time, by people guessing at what you'd need. Then the requirements moved. The data changed shape. A new model came out. The person who knew why it worked that way left. Within a year the software is wrong in a dozen small ways, and changing it costs more than building it did.
Requirements are written down once, by someone translating what you said into what a developer can build. Most of what you meant is lost on the way.
Around four fifths of how your business actually runs lives in people's heads, not in any system. Software that can't reach that judgment can't make the decisions that matter, so a person has to.
Every change is a project. So changes queue up, workarounds grow, and the software drifts further from the business it was meant to serve.
We built Outline so that software could be described instead of specified, built from what your business actually knows, and changed as easily as it was made.
Talk to Outline the way you'd brief a colleague who knows your business. It asks the questions a good analyst would, checks what it hears against your data, and writes the spec: what the software does, for whom, and how you'll know it's right. You read it in plain English and approve it.
The factory builds from the spec. Not a prototype: a working application that reads your live data, applies your rules and your people's judgment, and acts on them, ready to run where you want it. Days, not months.
When the business moves, you describe the change and the software follows. Security patches, model upgrades and schema changes are handled for you. The software stays right because keeping it right is part of what you pay for.
Every build adds to a kit of parts the factory reuses, so the second application is faster than the first and the tenth is faster still.
Approvals, exceptions, month-end, the decisions only your experienced people can make. Describe them and run them as software over your own ERP and systems, hosted by us or by you.
How it works for businessesAdd AI capability to the product you already sell, or rebuild the parts that are holding it back. Built once over your schema, reused across every customer. You own the code and the relationship; we never sell into your base.
How we work with vendorsWe have been connecting businesses to their own data since 2003 and building AI systems since 2022. In late 2025 we rebuilt the company around AI, and the first thing we rebuilt was our own product: a dashboard designer that had taken eighteen months the first time took two weeks.
That is when we stopped thinking of ourselves as people who build software and started building the thing that builds it.
The story behind the rebuildThe platform underneath is being built in the open. The software we build for you runs on foundations you can inspect, run yourself, and keep.
Three advisories in a week showed us patching by hand can't keep up. The fix is a pipeline you own, not an AI defender you buy.
Not every screen should become a chat box. If a person can see the state and reach the control in two seconds, draw the control. If not, let them say it.
Claude built our dashboard in a morning and we rebuilt a five-year platform in three months. The software is losing value. The knowledge behind it is not.
Half an hour, no slides. Bring the thing you wish your software did, or the thing it does wrong, and we'll tell you what Outline would make of it.