opso9 · Opsonine
Data products
for the AI age.
We design and build precision data infrastructure that powers intelligent systems — from raw signal to structured knowledge.
What we build
From public data
to competitive intelligence.
Precision ingestion
We source structured and unstructured data from public registries, open APIs, and document streams — reliably, at scale.
Schema-first design
Raw data becomes machine-readable knowledge through rigorous normalisation, entity resolution, and classification pipelines.
Signal over noise
Relevance scoring, temporal modelling, and early-warning systems surface the signal that matters — before anyone else sees it.
Products that ship
APIs, digests, dashboards, alerts. Data products designed for consumption — not for data teams.
"The organisations that will lead the AI decade are not those with the largest models — they are those with the clearest data."
Our approach
Minimal surface.
Maximum fidelity.
Open data, closed loop
We build exclusively on open and public data sources — licensed, legal, and reproducible. The edge is in the engineering, not the access.
Depth beats breadth
A narrow geographic or vertical focus, executed with rigour, outperforms a wide dataset built with compromise. We go deep where it matters.
Structured for machines
Every data product is designed from the ground up to feed AI systems — typed schemas, consistent vocabularies, rich provenance metadata.