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Top 22 MLOps and AIOps startups
Oct 24, 2024 | By Siddhant Patel | 21 |
MLOps (AIOps) startups develop tools that automate the deployment, monitoring, and management of machine learning models and AI systems in production environments.
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: $164.5M
Aisera provides AI-driven service solution that automates operations and support for IT, human resources, sales, and customer service.
Aisera provides AI-driven service solution that automates operations and support for IT, human resources, sales, and customer service.
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: $80.6M
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: $62M
Arize AI offers a platform that explains and troubleshoots production AI.
Arize AI offers a platform that explains and troubleshoots production AI.
7
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.
8
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
9
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.
10
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
11
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.
12
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.
13
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.
14
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: USA | Funding: $17M
VESSL AI provides an end-to-end MLOps platform that enables high-performance ML teams to build, train, and deploy models faster at scale.
VESSL AI provides an end-to-end MLOps platform that enables high-performance ML teams to build, train, and deploy models faster at scale.
17
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.
18
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.
19
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.
20
Country: Israel | Funding: $3.2M
The Open-Source AIOps Platform. For those who deal with alerts in a complex environment, leverage AI for your IT Operations.
The Open-Source AIOps Platform. For those who deal with alerts in a complex environment, leverage AI for your IT Operations.
