Alternatives to watsonx
The top Planning and Analysis companies similar to watsonx, ranked by relevance (named competitors first, then how closely their sectors overlap) and our 0-100 AI-readiness score. Each links to a full profile with funding and team.
Databricks82Data AnalyticsSan Francisco, United States$31.7B
Amazon SageMaker23AI Cloud ServicesSeattle, United States
Microsoft Azure AI14Cloud ComputingRedmond, United States
Google Cloud AI Platform11MLOpsMountain View, United States
Signal AI51AI InfrastructureLondon, United Kingdom$337.1M
Fiddler Labs, Inc.62MLOpsMountain View, United States$39.0M
Abacus.AI56AI Foundation & ComputeSan Francisco, United States$100.3M
rogo56FinanceNew York, United States$322.0M
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$1.5B
Andesite42AI InfrastructureSan Francisco, United States$15.0M
Google Cloud Vertex AI8MLOpsMountain View, United States
Fiddler Labs2AI ObservabilityMountain View, United States$30.5M- DgmatrixAI InfrastructureTel Aviv, Israel$1.5M
Amazon Web Services (AWS)Cloud ComputingSeattle, United States- MeridianspaceAI InfrastructureSan Francisco, United States$10.0M
- SystemsanalyticsAI InfrastructureSan Francisco, United States$1.0M
- DarqlabsAI InfrastructureTel Aviv, Israel$1.5M
Fundamental Technologies63EnterpriseSan Francisco, United States$267.0M
Lakera AI AG63AI SecurityBerlin, Germany$12.0M
Domino Data Lab, Inc.63AI GovernanceNew York, United States$100.5M
Rowspace62FinanceNew York, United States$40.0M
Predibase61MLOpsSan Francisco, United States
Harbinger58Conversational AISan Francisco, United States$393.0M
Espresso AI58AI Foundation & ComputeNew York, United States$11.0M
Solid Data58EnterpriseSan Francisco, United States$30.0M
Evolution.Inc55AI EnablersSan Francisco, United States
Superwise.ai54DataTel Aviv, Israel$4.5M
Feast AI54MLOpsSan Francisco, United States$8.0M
BlackSwan Technologies53Risk ManagementNew York, United States$38.0M
Flexor AI51Generative AINew York, United States$20.0M
Latent Technology50Foundation ModelSan Francisco, United States$99.2M
Airops49MLOpsSan Francisco, United States$47.0M
Kestra49Data OrchestrationParis, France$36.0M- PAPalantir Foundry48Data PlatformDenver, United States$1.6B
Tako47HR TechSan Francisco, United States$11.0M
Lynk AI47EnterpriseSan Francisco, United States$12.0M- ARArkyn47AI InfrastructureSan Francisco, United States$5.8M
- Ckanalytics45MLOpsTel Aviv, Israel$1.5M
ScaleKit42MLOpsSan Francisco, United States$5.5M- MAMacroscope42Data PlatformTel Aviv, Israel$36.3M
Atomic Labs41EnterpriseSan Francisco, United States- SOSource AI41Synthetic Data GenerationSan Francisco, United States$2.9M
Veezoo41AI Search EngineTel Aviv, Israel$19.1M- Persistencelayer40AI InfrastructureSan Francisco, United States$10.0M
- TITidalflow39AI InfrastructureSan Francisco, United States$1.7M
Weings AI35Enterprise
zebra ai35Planning and AnalysisTel Aviv, Israel
AetherFlow33AI InfrastructureSan Francisco, United States$57.0M
Trailblaze31Foundation ModelSan Francisco, United States- Dalto Data29AI Infrastructureגבעת שמואל, Israel
BytePlus29AI InfrastructureSingapore, Singapore
Joga.ai28EnterpriseTel Aviv, Israel
nivii.ai25Conversational AITel Aviv, Israel
Analysis & Insights23Planning and AnalysisSan Francisco, United States$1.5M- ININTAPP Celeste20AI InfrastructureNew York, United States
- PRPruning + Distillation3AI Foundation & Compute
- IntuitiveservicesinsightAI Infrastructure
- PythiafyAgentic AISan Francisco, United States$1.5M
LattaiceAI InfrastructureTel Aviv, Israel- TechnologyanalyticsAI InfrastructureTel Aviv, Israel$1.0M
| Company | Sector | HQ | Funding | Score |
|---|---|---|---|---|
| Databricks | Data Analytics | San Francisco, United States | $31.7B | 82 |
| Amazon SageMaker | AI Cloud Services | Seattle, United States | — | 23 |
| Microsoft Azure AI | Cloud Computing | Redmond, United States | — | 14 |
| Google Cloud AI Platform | MLOps | Mountain View, United States | — | 11 |
| Signal AI | AI Infrastructure | London, United Kingdom | $337.1M | 51 |
| Fiddler Labs, Inc. | MLOps | Mountain View, United States | $39.0M | 62 |
| Abacus.AI | AI Foundation & Compute | San Francisco, United States | $100.3M | 56 |
| rogo | Finance | New York, United States | $322.0M | 56 |
| MosaicML (now Databricks) | Foundation Model | San Francisco, United States | $1.5B | 54 |
| Andesite | AI Infrastructure | San Francisco, United States | $15.0M | 42 |
| Google Cloud Vertex AI | MLOps | Mountain View, United States | — | 8 |
| Fiddler Labs | AI Observability | Mountain View, United States | $30.5M | 2 |
| AI Infrastructure | Tel Aviv, Israel | $1.5M | — | |
| Amazon Web Services (AWS) | Cloud Computing | Seattle, United States | — | — |
| AI Infrastructure | San Francisco, United States | $10.0M | — | |
| AI Infrastructure | San Francisco, United States | $1.0M | — | |
| AI Infrastructure | Tel Aviv, Israel | $1.5M | — | |
| Fundamental Technologies | Enterprise | San Francisco, United States | $267.0M | 63 |
| Lakera AI AG | AI Security | Berlin, Germany | $12.0M | 63 |
| Domino Data Lab, Inc. | AI Governance | New York, United States | $100.5M | 63 |
| Rowspace | Finance | New York, United States | $40.0M | 62 |
| Predibase | MLOps | San Francisco, United States | — | 61 |
| Harbinger | Conversational AI | San Francisco, United States | $393.0M | 58 |
| Espresso AI | AI Foundation & Compute | New York, United States | $11.0M | 58 |
| Solid Data | Enterprise | San Francisco, United States | $30.0M | 58 |
| Evolution.Inc | AI Enablers | San Francisco, United States | — | 55 |
| Superwise.ai | Data | Tel Aviv, Israel | $4.5M | 54 |
| Feast AI | MLOps | San Francisco, United States | $8.0M | 54 |
| BlackSwan Technologies | Risk Management | New York, United States | $38.0M | 53 |
| Flexor AI | Generative AI | New York, United States | $20.0M | 51 |
| Latent Technology | Foundation Model | San Francisco, United States | $99.2M | 50 |
| Airops | MLOps | San Francisco, United States | $47.0M | 49 |
| Kestra | Data Orchestration | Paris, France | $36.0M | 49 |
| PAPalantir Foundry | Data Platform | Denver, United States | $1.6B | 48 |
| Tako | HR Tech | San Francisco, United States | $11.0M | 47 |
| Lynk AI | Enterprise | San Francisco, United States | $12.0M | 47 |
| ARArkyn | AI Infrastructure | San Francisco, United States | $5.8M | 47 |
| MLOps | Tel Aviv, Israel | $1.5M | 45 | |
| ScaleKit | MLOps | San Francisco, United States | $5.5M | 42 |
| MAMacroscope | Data Platform | Tel Aviv, Israel | $36.3M | 42 |
| Atomic Labs | Enterprise | San Francisco, United States | — | 41 |
| SOSource AI | Synthetic Data Generation | San Francisco, United States | $2.9M | 41 |
| Veezoo | AI Search Engine | Tel Aviv, Israel | $19.1M | 41 |
| AI Infrastructure | San Francisco, United States | $10.0M | 40 | |
| TITidalflow | AI Infrastructure | San Francisco, United States | $1.7M | 39 |
| Weings AI | Enterprise | — | — | 35 |
| zebra ai | Planning and Analysis | Tel Aviv, Israel | — | 35 |
| AetherFlow | AI Infrastructure | San Francisco, United States | $57.0M | 33 |
| Trailblaze | Foundation Model | San Francisco, United States | — | 31 |
| AI Infrastructure | גבעת שמואל, Israel | — | 29 | |
| BytePlus | AI Infrastructure | Singapore, Singapore | — | 29 |
| Joga.ai | Enterprise | Tel Aviv, Israel | — | 28 |
| nivii.ai | Conversational AI | Tel Aviv, Israel | — | 25 |
| Analysis & Insights | Planning and Analysis | San Francisco, United States | $1.5M | 23 |
| ININTAPP Celeste | AI Infrastructure | New York, United States | — | 20 |
| PRPruning + Distillation | AI Foundation & Compute | — | — | 3 |
| AI Infrastructure | — | — | — | |
| Agentic AI | San Francisco, United States | $1.5M | — | |
| Lattaice | AI Infrastructure | Tel Aviv, Israel | — | — |
| AI Infrastructure | Tel Aviv, Israel | $1.0M | — |