Software & data engineering · Est. Sweden
We design warehouses and pipelines, build the applications on top of them, and stay long enough to see whether the numbers still hold six months later.
Start a conversationWarehouse modelling from ingestion to the tables a business actually reports on. Layered transformations, tests that fail loudly, and lineage you can follow when a figure looks wrong.
Retrieval over real records, tool use with guardrails, and evaluation harnesses that catch regressions before your users do.
We build the platform, operate it, and license it to the business that trades on it — so the operator runs a business instead of an engineering department.
A pipeline keeps running. A dashboard keeps rendering. And the number on it stopped being true three weeks ago — with no alert, because nothing crashed.
So we build for the quiet failure first. Every transformation carries tests. Every derived table can be traced back to the row that produced it. When a figure moves, the question why did it move has an answer that takes minutes, not an afternoon of spreadsheet archaeology.
The same discipline applies to the applications on top. A feature is not finished when it renders — it is finished when we have exercised it end to end against real data, watched it under load, and can point at the measurement that says it works.
We prefer small teams and direct contact. There is no account layer between you and the person writing the code.
Automotive commerce · Built, run & licensed
An automotive spare-parts commerce platform: hundreds of thousands of parts reconciled from multiple wholesale suppliers, matched to vehicles down to engine level, and served through a public storefront with native iOS and Android clients.
We built the platform and we run it — supplier ingestion and deduplication, the warehouse models behind the catalogue, fitment matching, the storefront, the mobile clients, and the infrastructure underneath. The platform is licensed to its operator, who handles the commercial side: stock, pricing, orders and customers.
otiva.com.tr