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Cognite

Predictive Analytics · MLOps & InfrastructureLysaker, NorwayFounded 2016

Cognite is an industrial software leader providing a DataOps platform that contextualizes industrial data to power digital twins and AI-driven operational efficiency for global oil, gas, and energy companies.

4.8
Average rating
12
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Predictive Analytics
Team size
250+ employees
Typical budget
$100K+
Primary industry
Energy & Utilities
Provider overview

A clear view of what Cognite does best.

Structured from supplied company information and mapped to RankGlobal's controlled AI and industry taxonomy.

Company profile
Predictive Analytics provider for Energy & Utilities

Cognite is an industrial software leader providing a DataOps platform that contextualizes industrial data to power digital twins and AI-driven operational efficiency for global oil, gas, and energy companies. RankGlobal maps its primary capability to Predictive Analytics within Predictive Analytics, with supporting relevance to Predictive Maintenance, Time-Series Forecasting. Its strongest supplied industry signals align with Energy Trading & Services, General Manufacturing.

See how this profile was mapped →
Primary AI category
Predictive Analytics
Strongest industry signal
Energy & Utilities
Engagement profile·$100K+·250+ employees·Product
Mapped capabilities · 2 categories
Technology

Platforms, methods and technical signals

DataOpsDigital TwinsIndustrial AI

Tools and platforms named in Cognite's supplied company profile.

Expertise

Named expertise on file

  • Cognite Data Fusion®

    Delivering a next-gen industrial data foundation that unifies siloed OT, IT, and engineering data (trillions of data points) into a single, AI-ready source of truth.

    Data FusionIndustrial DataOpsMLOps
  • Industrial Knowledge Graph

    Engineering a semantic mapping system that connects assets, work orders, and time-series data to provide deep contextual awareness for AI agents.

    Industrial GraphData ModelingContextualization
  • Cognite Atlas AI™

    Utilizing a low-code industrial AI agent workbench to deploy trusted, specialized agents for root-cause analysis and predictive maintenance.

    Atlas AIIndustrial AgentsLow-code AI
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of Cognite, built from mapped taxonomy signals, evidence confidence, commercial profile and reviews.

Primary feed set
Predictive Analytics
Compared with
946 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
100/100
Strong evidence
58th percentile of 946 peers · peer median 100
Profile coverage100
Taxonomy density100
Review signal100
Peer benchmark
How the profile compares

Predictive Analytics among 946 published providers

Average rating4.84 · median 4.84
Mapped reviews12 · median 10
Profile completeness100% · median 100%
Taxonomy breadth12 · median 20
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Predictive Analytics100%
MLOps & Infrastructure96%

Imported mapping confidence for each category — not a share of work, revenue, or delivery volume.

Mapped industries
2 industries on the map
2
Energy & Utilities75%
Manufacturing & Industrial25%

Share of mapped industry rows on the taxonomy map — not share of work or revenue.

Evidence mix
Mapping grades
Direct50% · 6
Supported33% · 4
Adjacent17% · 2

Imported mapping grades across 12 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Cognite presents as a strong evidence profile for Predictive Analytics. It ranks in the 58th percentile of 946 published providers in Predictive Analytics, and 12 reviews back the commercial profile.

Current positioning: P58 evidence quality · P9 industry breadth
Strongest signals
Evidence-backed strength in Predictive Analytics is the profile's clearest signal in the mapped taxonomy.
Best user fit
Energy & Utilities buyers evaluating Predictive Analytics at a $100K+ engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
12
Reviews
4.8
Average rating
0
Publicly reshared
Published
Listing status
How this report is calculated →
Industry experience

Where this expertise is most relevant.

Industry mappings are organized by evidence strength so buyers can distinguish demonstrated alignment from broader search relevance.

4 mapped subindustries
Client feedback

What clients say.

Reviews and ratings published for this provider.

This partnership strengthens our ambition to become more data-driven in our decision-making processes, boost our efficiency, improve our customer response time, and reduce costs.

Beate Sander Krogstad, Executive Vice President for IT

Cognite Data Fusion will accelerate achievements to advance the digitalization of refineries and serves as the ideal platform foundation to support Cosmo Energy's DX Initiatives.

Hirokatsu Harui, Director/Executive Managing Officer
5
Masterful Contextualization of Industrial Data

Cognite Data Fusion is a masterpiece. It contextualizes decades of industrial data into one intelligent platform.

Energy Exec
5
Forecasting Failures with Proactive AI Maintenance

Outstanding proactive maintenance. Their AI agents forecast failures weeks in advance, saving us millions in downtime.

CTO, Oil & Gas
5
Building Trust through Traceable Industrial AI

A culture of 'Industrial Data Trust'. We focus on the lineage and traceability of data so engineers actually trust the AI.

Senior ML Eng
5
Foundational AI Platform for Operational Resilience

Cognite provided the 'AI muscle' for our digital twin. Their platform is the foundational lever for our operational resilience.

Verified Client
5
Augmenting Workers with Searchable AI Insights

Highly collaborative. They use LLMs to augment our frontline workers, not replace them, by making data searchable.

Product Manager
5
Human-Augmented Intelligence from Industrial Silos

Cognite bridges the gap between chaotic industrial data silos and proactive, human-augmented intelligence flawlessly.

Innovation Lead
5
Benchmark Scaling for Industrial AI Transformation

A strategic partner for industrial transformation. Their AI delivery and scaling are industry benchmarks.

Digital Strategist

10 mapped reviews · 12 published quotes

Showing 9 of 12, ranked by display order then recency.

Rating distribution
5
10
4
0
3
0
2
0
1
0

Ratings aggregate 12 reviews at the average shown above.

Transparent profile intelligence

How RankGlobal maps this profile.

RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research— a mapping grade is not a claim of discoverability weight.

Tier 1 · Authoritative
Regulators, registries, certifications, signed client evidence.
Highest evidentiary weight
Tier 2 · Independent
Credible media, industry bodies, partner directories, third-party datasets.
Strong with attribution and recency
Tier 3 · Provider-controlled
Company site, case studies, press releases, structured submissions.
Accepted as a claim; verification raises weight
Tier 4 · Discovery-only
Directory listings, aggregations, and early discovery signals.
Used for discovery; weighted accordingly in ranking

Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.

RankGlobal trust center →
Ready to evaluate this provider

Move from discovery to a focused conversation.

Your enquiry goes to the RankGlobal research team, not the provider's sales inbox. Sending it does not affect their ranking.

Before you reach out

What RankGlobal holds on file for Cognite, and the three things worth confirming directly once you're in touch.

Primary category
Predictive Analytics
Primary industry
Energy & Utilities
Typical budget
$100K+
Team size
250+ employees
  1. 1
    Name the use case

    Say which Predictive Analytics problem you are evaluating, so the research team can route your message accurately.

  2. 2
    Pressure-test the budget band

    The $100K+ band on file is a profile-level figure. Ask what a scope like yours actually lands at.

  3. 3
    Ask for a reference

    Request a client reference in Energy & Utilities — the strongest industry signal on this profile.

Enquire about Cognite

Three fields. Anything longer belongs on the full contact page, linked below.