20+ Best Alternatives to Cognite in 2026
Deploy and scale industrial AI to optimize production, reduce downtime, and increase productivity across your enterprise.
Looking for an alternative to Cognite? Below are 20 AI startups working in the same space — ranked by our Neuron score so the most credible options come first. Each card shows what makes the tool a viable substitute, pricing signals, and funding stage.
- 1View alternative →
Union.ai
$58MAI development infrastructure for durable, production-grade ML and agent workflows
Why it's similar: Shares categories with Cognite — AI DevOps, AI Data Engineering.
💵 Free trial
- 2View alternative →
Lila Sciences
$550MBuilding scientific superintelligence and autonomous AI labs for life, chemical and materials sciences.
Why it's similar: Shares categories with Cognite — AI Manufacturing.
💵 Enterprise · Contact sales
- 3View alternative →
Tractian
$180MIndustrial Copilot for predictive maintenance
Why it's similar: Shares categories with Cognite — AI Manufacturing.
💵 Enterprise · Contact sales
- 4View alternative →
Nscale
$5.1BEuropean sovereign AI infrastructure
Why it's similar: Shares categories with Cognite — AI DevOps.
💵 Enterprise · Contact sales
- 5View alternative →
KoBold Metals
$1.2BAI-powered exploration for critical minerals
Why it's similar: Shares categories with Cognite — AI Manufacturing.
💵 Enterprise · Contact sales
- 6View alternative →
Databricks
$10.6BThe data + AI company
Why it's similar: Shares categories with Cognite — AI Data Engineering.
💵 Enterprise · Contact sales
- 7View alternative →
Torq
$332MAgentic AI platform for the autonomous SOC
Why it's similar: Shares categories with Cognite — AI DevOps.
💵 Enterprise · Contact sales
- 8View alternative →
NEURA Robotics
$175MCognitive and humanoid robots that work safely alongside people
Why it's similar: Shares categories with Cognite — AI Manufacturing.
💵 Enterprise · Contact sales
- 9View alternative →
Augury
$369MAI-driven machine health and production health for industrial reliability
Why it's similar: Shares categories with Cognite — AI Manufacturing.
💵 Free
- 10View alternative →
Dexterity
$300MPhysical AI for warehouse and supply chain robots
Why it's similar: Shares categories with Cognite — AI Manufacturing.
💵 Enterprise · Contact sales
- 11View alternative →
NeuBird
$63.8MHawkeye, an agentic AI SRE that autonomously diagnoses and resolves production issues
Why it's similar: Shares categories with Cognite — AI DevOps.
💵 Free trial
- 12View alternative →
AI² Robotics
$145MEmbodied-AI humanoid robots and VLA models for industrial automation
Why it's similar: Shares categories with Cognite — AI Manufacturing.
💵 Enterprise · Contact sales
- 13View alternative →
VAST Data
$2.4BUnifying software layer for AI infrastructure
Why it's similar: Shares categories with Cognite — AI Data Engineering.
💵 Enterprise · Contact sales
- 14View alternative →
Traversal
$48MThe AI SRE agent that finds root causes in complex production systems
Why it's similar: Shares categories with Cognite — AI DevOps.
💵 Enterprise · Contact sales
- 15View alternative →
Foundation
$36MFull-stack general-purpose humanoid robots with proprietary actuators
Why it's similar: Shares categories with Cognite — AI Manufacturing.
💵 Free
- 16View alternative →
PhysicsX
$175MAI-native engineering simulation that optimizes physical products in minutes.
Why it's similar: Shares categories with Cognite — AI Manufacturing.
💵 Enterprise · Contact sales
- 17View alternative →
Ciroos
$21MMulti-domain AI SRE teammate that automates and augments operations and incident response
Why it's similar: Shares categories with Cognite — AI DevOps.
💵 Free trial
- 18View alternative →
Sifflet
$35.8MAI-ready data observability platform to monitor pipelines, quality, and lineage end to end
Why it's similar: Shares categories with Cognite — AI Data Engineering.
💵 Free trial
- 19View alternative →
ThoughtData
UndisclosedUnified AIOps observability with root-cause analysis and remediation
Why it's similar: Shares categories with Cognite — AI DevOps.
💵 Paid
- 20View alternative →
Observe
$270MAI-native observability platform built on a data lake to replace Splunk and Datadog
Why it's similar: Shares categories with Cognite — AI DevOps.
💵 Free trial
Frequently asked questions
What are the best alternatives to Cognite?
The top-ranked alternatives to Cognite on NeuronFeed are Union.ai, Lila Sciences, Tractian, Nscale, KoBold Metals. Rankings are based on our Neuron score, which weighs funding, momentum and editorial signal.
Is there a free alternative to Cognite?
Yes — Augury, Foundation offer a free plans. See the pricing column for each alternative above.
How is this list ranked?
We rank alternatives by shared categories with Cognite, then by our proprietary Neuron score (0–100) which combines funding, team quality, momentum, and editorial input. The list refreshes every 30 days.
Cognite vs Union.ai — which is better?
It depends on use case. Union.ai (AI development infrastructure for durable, production-grade ML and agent workflows) is the #1-ranked alternative. See the full side-by-side at /compare/cognite-vs-union-ai.
Explore more around Cognite
Contextual paths to related AI startups, deals and rankings.