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Cognite
Data Analytics
Cognite is a Norwegian industrial software company providing a data platform that helps heavy-asset industries like oil and gas, manufacturing, and energy contextualize and use industrial data for analytics and AI applications.
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Cognite was founded in 2016 as a spinout from Aker, a major Norwegian industrial conglomerate with deep roots in oil and gas and other heavy industrial sectors, based on direct experience within that industrial context observing how difficult it was for large industrial operators to actually make productive use of the enormous volumes of sensor, equipment, and operational data generated by their physical assets, since this industrial data is typically scattered across many different legacy systems, in inconsistent formats, and lacking the contextual relationships, such as which sensor readings correspond to which specific piece of equipment within a larger facility, needed to make the data genuinely useful for analytics or AI applications. Cognite's platform, called Cognite Data Fusion, ingests data from a wide range of industrial systems and sensors and works to "contextualize" it, meaning establishing the relationships between different data points and the physical assets, equipment, and processes they relate to, creating what the company describes as an "industrial knowledge graph" that makes it dramatically easier for data scientists, engineers, and increasingly AI models to build useful applications on top of previously siloed and poorly organized industrial data, such as predictive maintenance models that can anticipate equipment failures before they occur, or optimization models that improve energy efficiency or production yield. The company's customers span heavy industrial sectors including oil and gas, manufacturing, and power and renewable energy, industries characterized by very large, complex physical assets generating enormous volumes of operational data that has historically been difficult to use effectively for advanced analytics given the data contextualization challenges Cognite specifically addresses. Cognite has increasingly positioned its platform as foundational infrastructure for applying generative AI to industrial use cases, since large language models and other AI applications require well-contextualized data to produce useful, trustworthy outputs in industrial settings. The company has raised substantial private funding, including from Aker itself and TCV, reaching a valuation exceeding $1 billion.
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