SparkTech StudioThe system
Software that keeps
getting better.
Most software starts aging the day it launches. We built a system that keeps a product, and the company around it, moving forward long after launch. It works in a loop, it keeps a record of every run, and people stay in charge of the goals, the budget, and the limits.
One loop, run on repeat.
Five steps, the same every time. The line comes back to the start because it never stops.
Observe
It watches how the product is actually used and what goes wrong.
Decide
It picks one improvement worth making, with a reason.
Build
It makes the change in an isolated copy, inside limits a person set.
Verify
It retests in a real browser before anything ships.
Learn
It records what happened, so the next run starts smarter.
and back to the start.
Where it runs.
The same loop, pointed at different parts of a company. Product is live. The rest is where it goes next.
- ProductFind what is broken or slow and fix it before customers notice.Live
- GrowthTest changes against outcomes that matter. Keep what works.Next
- ContentDraft posts and updates for a person to approve.Next
- Support and operationsHandle the repeatable work. Hand the judgment calls to a person.Next
- KnowledgeTurn calls, notes, and transcripts into ideas worth testing.Next
The limits people keep.
- Each company stays its own.Its own data, credentials, brand, goals, and budget. Nothing crosses that line.
- A person sets the scope.What it may touch, how much it may spend, and for how long. Approval is specific, and it expires.
- Nothing ships unverified.Every change is reproduced, fixed in isolation, and retested in a real browser before it goes live.
- Everything is on the record.What it saw, what it changed, what it checked, and what it learned. Kept as evidence, every run.
Where this stands
Today the loop runs on our own site. On October 11, 2026 it found a bug there, fixed it, verified the fix, and shipped it to production on its own in a few minutes. The products we’ve built are next, one at a time, starting with a single real pilot.