When a plant engineer is chasing a compressor trip across historian tags, maintenance logs, and PDFs, Cognite is built for that kind of asset-heavy investigation. Cognite Data Fusion targets energy, process manufacturing, and other heavy-asset environments where the hard part is not collecting more data, but stitching OT, IT, and engineering sources into one usable operational context.
A careful buyer should look past AI claims and inspect how Cognite handles connectors, asset modeling, document extraction, and time-series context at site scale. The real questions are how much engineering work is needed to map source systems, how clearly the platform exposes lineage and data quality issues, whether users can trust repeated searches and workbench flows, and how well the docs support teams working across data engineering, reliability, and operations.
