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Top 10 MLOps and AIOps startups
Updated: February 25, 2024 |
MLOps startups develop advanced software platforms and tools that streamline the deployment, monitoring, and management of machine learning models and AI systems in production environments, enabling organizations to optimize model performance, automate infrastructure scaling, detect anomalies, and ensure efficient and reliable operations, bridging the gap between data science and IT operations and driving the adoption of AI-driven solutions in various industries.
1
Country: USA | Funding: $337M
BigPanda offers a platform that helps IT Ops, NOC, and DevOps teams detect, investigate, and resolve IT incidents faster and more easily.
BigPanda offers a platform that helps IT Ops, NOC, and DevOps teams detect, investigate, and resolve IT incidents faster and more easily.
2
Country: USA | Funding: $178.5M
SignalFx is a cloud monitoring platform for infrastructure, microservices, and applications. Acquired by Splunk
SignalFx is a cloud monitoring platform for infrastructure, microservices, and applications. Acquired by Splunk
3
Country: USA | Funding: $130M
Modular is the next-generation AI developer platform unifying the development and deployment of AI for the world.
Modular is the next-generation AI developer platform unifying the development and deployment of AI for the world.
4
Country: USA | Funding: $62M
Arize AI offers a platform that explains and troubleshoots production AI.
Arize AI offers a platform that explains and troubleshoots production AI.
5
Country: USA | Funding: $58.6M
Lightning AI is the first operating system for AI. Build AI models and Lightning Apps (end to end ML systems).
Lightning AI is the first operating system for AI. Build AI models and Lightning Apps (end to end ML systems).
6
Country: USA | Funding: $57.5M
The OpsRamp IT operations platform discovers, monitors, manages and automates hybrid IT infrastructure.
The OpsRamp IT operations platform discovers, monitors, manages and automates hybrid IT infrastructure.
7
Country: Germany | Funding: $45.6M
Next-level semantic search for enterprises fueled by latest NLP and open-source
Next-level semantic search for enterprises fueled by latest NLP and open-source
8
Country: USA | Funding: $38.2M
Calypso AI provides a platform that allows organizations to accelerate their use of language models. Its solution protects sensitive information from unauthorized access via public large language models, detects and prevents malicious attacks deployed through generative AI tools and verifies LLM output to enhance decision-making.
Calypso AI provides a platform that allows organizations to accelerate their use of language models. Its solution protects sensitive information from unauthorized access via public large language models, detects and prevents malicious attacks deployed through generative AI tools and verifies LLM output to enhance decision-making.
9
Country: UK | Funding: $33.7M
Seldon enables ML engineering teams to accelerate from R&D to production with proven 84% efficiency gains. Their open-source projects are considered best-of-breed in model serving, explanations and monitoring
Seldon enables ML engineering teams to accelerate from R&D to production with proven 84% efficiency gains. Their open-source projects are considered best-of-breed in model serving, explanations and monitoring
10
Country: USA | Funding: $34M
Diveplane develops an AI-based platform that is faster than current off-the-shelf solutions and can train on significantly less data.
Diveplane develops an AI-based platform that is faster than current off-the-shelf solutions and can train on significantly less data.
11
Country: USA | Funding: $32.3M
Striveworks has created a fluid platform that adapts & readapts as it works toward a future where AI-based economy can free human capacity.
Striveworks has created a fluid platform that adapts & readapts as it works toward a future where AI-based economy can free human capacity.
12
Country: Israel | Funding: $27M
Qwak is a management platform designed specifically for machine learning models in production.
Qwak is a management platform designed specifically for machine learning models in production.
13
Country: South Korea | Funding: $24.2M
MakinaRocks provides machine learning solutions and an MLOps platform to accelerate and scale the industrial sector’s transition to AI.
MakinaRocks provides machine learning solutions and an MLOps platform to accelerate and scale the industrial sector’s transition to AI.
15
Country: USA | Funding: $19.5M
FedML allows companies to train, deploy, monitor and improve AI models on the cloud or edge.
FedML allows companies to train, deploy, monitor and improve AI models on the cloud or edge.
16
Country: Israel | Funding: $14M
Deepchecks provides tools to check and monitor their machine-learning-based systems.
Deepchecks provides tools to check and monitor their machine-learning-based systems.
17
Country: Israel | Funding: $9.5M
Senser is an AIOps platform that replaces the pain of monitoring and troubleshooting with insights you can actually do something with.
Senser is an AIOps platform that replaces the pain of monitoring and troubleshooting with insights you can actually do something with.
18
Country: Taiwan | Funding: $4.3M
InfuseAI provides PrimeHub AI platform, which helps enterprises to develop, train, and deploy AI models 10 times faster.
InfuseAI provides PrimeHub AI platform, which helps enterprises to develop, train, and deploy AI models 10 times faster.
19
Country: USA
Gantry gives you full visibility into the state of your machine learning system.
Gantry gives you full visibility into the state of your machine learning system.