ABOUT
Sarolta Technologies is a product and services company focused on one problem: making AI output trustworthy by design. Not by hope.
THE PROBLEM WE SOLVE
Most AI tooling optimises for output that looks plausible. We optimise for output that can be proven. The distinction matters when the code runs in production, the email reaches a real inbox, or the deployment hits a live cluster.
We built the same pipeline we use to build our own products — then packaged it as services and products for teams who need the same guarantee.
FOUNDED
2023
First pipeline run
PRODUCTS
5
In production
GATE THRESHOLD
100/100
No exceptions
THE PHILOSOPHY
We borrowed the zero-trust security model and applied it to AI: no agent is trusted by default. Every output must be verified by an independent agent before it can advance. No shared context. No benefit of the doubt.
This isn’t a constraint — it’s an architecture. It’s why our systems can run overnight without supervision and why the code they produce is reliably correct, not just reliably-looking-correct.
“Probabilistic AI generates. Deterministic gates verify. The two are never confused.”
THE PRINCIPLES
01
No feature exists without a machine-readable specification. The spec is the source of truth — not a conversation, not a Jira ticket, not a comment in code.
02
Every test is written while the feature doesn’t exist yet. The implementation’s only job is to make those tests pass. Not to look right — to be right.
03
Every output is reviewed by an agent with no knowledge of the implementing agent’s intent. Adversarial by design, not by exception.
04
Scores are mathematical. 100/100 means every criterion was met. 98/100 means the work is not done. There is no “close enough to ship.”
05
Pipelines run autonomously and stall cleanly when they can’t proceed. No silent failures, no retries that corrupt state, no results that sneak through.
06
Every score, every gate result, every agent output is committed to git. Audit trails aren’t optional — they’re how we caught our own pipeline tampering incident.
sarolta
If you’re building something where “it usually works” isn’t acceptable, we should talk.
