Most agencies sell you availability. We sell you the incident someone already survived.
Every specialist we hire has run the system they are hired for, at a scale the client has not reached yet. That is the whole filter. Not certifications, not years listed on a CV, not a portfolio of slide decks.
It means we say no to work we have not done. It also means when we say a migration takes weeks rather than quarters, that number came from doing it, not from estimating it.
Sivaro starts as one engineer taking on data pipeline work nobody else wanted to own.
First Kafka cluster at 150K events per second on virtual machines. The lessons from that year became the migration playbook.
Warehouse migrations at petabyte scale, and the year the agent work started arriving broken rather than unbuilt.
Two sides of one team: engineers who make the system hold, and GTM specialists who make sure it gets found.
Eight years building data infrastructure and production AI systems. Writes every article on this site, runs every audit, and answers the founders inbox himself.
How we work, in four commitments.
Measure before we quote
No proposal goes out before something has been profiled. If we cannot measure the problem, we are not the right team for it.
One accountable engineer
You get the person doing the work, on the call, every time. No account manager translating between you and the code.
Leave it operable
Runbooks, versioned schemas, dashboards, cost tracking. When we leave, your team can run it without calling us.
Numbers in writing
Every engagement closes with a benchmarked before and after. If it did not improve, the document says so.
The whole team, with links you can check.
Names, roles, and public profiles you can verify before you work with us — the team is small enough that every name is a real person in the room.