Agnostiq
Agnostiq developed the open-source Covalent multi-cloud orchestration platform for AI, machine learning, and scientific computing workloads before being acquired by DataRobot in February 2025 and integrated into its Agentic AI Platform.
- Company typePrivate
- Founded2018
- HeadquartersToronto, Canada
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Agnostiq does
Agnostiq Inc. was a Toronto, Canada-based technology company founded in 2018 that developed and maintained the open-source Covalent platform, a multi-cloud and hybrid orchestration tool designed to manage AI, machine learning, and high-performance computing workloads across distributed computing resources. The platform enabled organizations to define and execute workflows spanning edge, cloud, and on-premises environments, addressing the operational complexity of running AI training, inference, and scientific computing pipelines across heterogeneous infrastructure.
The company operated an open-source freemium model with a horizontal go-to-market targeting enterprise AI practitioners and researchers, and raised approximately $11.93M across four funding rounds between 2019 and 2023 from investors including Differential Ventures, Boost VC, DCVC, Bloomberg Beta, Scout Ventures, and Tensility Venture Partners. Agnostiq's pre-acquisition revenue model did not generate publicly disclosed revenue figures, and pricing details were not available.
In February 2025, Agnostiq was acquired by DataRobot Inc. and integrated as an open-source component of DataRobot's enterprise Agentic AI Platform, positioning Covalent within DataRobot's Agent Workforce Platform for orchestrating AI agent deployment across enterprise environments. The company is no longer independently operated.
Agnostiq firmographics
Firmographics- Name
- Agnostiq
- Legal name
- Agnostiq Inc.
- Website
- https://agnostiq.ai
- Company type
- Private
- Founded year
- 2018
- Operating status
- Acquired
- Headcount range
- 11–50 employees
- Short description
- Agnostiq developed the open-source Covalent multi-cloud orchestration platform for AI, machine learning, and scientific computing workloads before being acquired by DataRobot in February 2025 and integrated into its Agentic AI Platform.
- Ownership category
- akta.pro rank
Agnostiq industry classification
Industry- Product category
- AI Infrastructure / Multi-Cloud Orchestration
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Software Publishers (5132), Computer Systems Design Services (541512)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Hybrid Cloud Platforms & Orchestration (HDABAMAA)
- akta.pro secondary industries
- Hybrid & Multi-Cloud Orchestration (Private-Cloud-Centric) (HDABABAE), Hybrid Cloud Compute & Virtualization Stack (HCI/VMs/Kubernetes) (HDABAMAF), Workflow-Oriented Integration & Orchestration (HDAEAIAG), IT Workflow Automation & Orchestration Platforms (HDAEALAF), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
Keywords
Where Agnostiq is headquartered
LocationHeadquarters
- HQ city
- Toronto
- HQ country
- Canada
- HQ region
- North America
Markets served
Agnostiq business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales
Revenue model
- Open-source platform (pre-acquisition): Prior to acquisition by DataRobot, Agnostiq operated as an open-source company maintaining the Covalent platform for multi-cloud orchestration of AI and scientific computing workloads.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels1 record
Agnostiq product offering
Product offeringCore offering
Agnostiq developed Covalent, an open-source multi-cloud orchestration platform that enables dynamic deployment and management of AI, machine learning, and scientific computing workflows across distributed computing resources. The platform supports orchestration of compute resources across edge, cloud, and on-premises environments, facilitating AI agent deployment and complex workflow management for enterprise AI infrastructure.
Product overview
Agnostiq was a technology company specializing in open-source multi-cloud orchestration solutions. In February 2025, Agnostiq was acquired by DataRobot Inc. The company's primary product was the Covalent platform, an open-source workflow orchestration tool designed for multi-cloud and hybrid environments. Following the acquisition, Covalent became part of DataRobot's open-source portfolio, integrated into the broader Agent Workforce Platform for enterprise AI deployment.
Differentiator
Problem solved
Functional benefit
Brands
- Covalent: Open-source multi-cloud orchestration platform developed by Agnostiq, integrated into DataRobot's platform following the acquisition.
Products and services
- Covalent Covalent is an open-source multi-cloud orchestration platform that enables dynamic deployment and management of AI, machine learning, and scientific computing workflows across edge, cloud, and on-premises environments. It is designed for enterprise AI practitioners and researchers who need to orchestrate distributed computing resources for AI model training, inference, and complex scientific workflows. Following acquisition by DataRobot in February 2025, Covalent is offered as an open-source component within DataRobot's Agentic AI Platform.
Companies that use Agnostiq
Customer profileSegments1 record
Ideal customer profiles1 record
Agnostiq technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability2 records
Feature1 record
Agnostiq partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- DataRobot Inc.coreDataRobot acquired Agnostiq Inc. in February 2025 to integrate its open-source Covalent platform for multi-cloud orchestration into DataRobot's enterprise AI offerings. The Covalent platform enables orchestration of AI and scientific computing workloads across distributed cloud environments and is now offered as an open-source product under DataRobot's portfolio.
Scale indicators2 records
Recent moves6 records
Expansion highlights4 records
Agnostiq competitors and assessment
Company assessmentDirect peers
- Kubeflow: Kubeflow is a CNCF open-source Kubernetes-native toolkit for ML workflows including training, serving and pipelines. It is a direct alternative to Covalent for organizations orchestrating AI/ML workloads across multi-cloud Kubernetes infrastructure.
- Apache Airflow: Airflow is the dominant open-source workflow orchestration platform used widely for data engineering and ML pipelines. It competes directly with Covalent on programmable, multi-cloud orchestration for AI and data workloads, though it is more general-purpose.
- Anyscale (Ray): Anyscale commercializes Ray, an open-source framework for distributed computing widely used for ML and HPC workloads. Ray overlaps with Covalent's distributed compute orchestration across multi-cloud and on-prem environments for AI workloads.
- Dagster: Dagster offers an open-source data orchestration platform with strong ML and analytics pipeline support. It targets a similar developer persona as Covalent, focused on Python-native, multi-cloud orchestration for production data and AI workloads.
- Prefect: Prefect provides a Python-native workflow orchestration platform for data, ML and AI pipelines across cloud and on-prem environments. It is the closest direct competitor to Covalent in targeting Python developers and AI/ML practitioners with multi-cloud workflow management.
- Argo Workflows: Argo Workflows is a CNCF-incubated open-source container-native workflow engine for Kubernetes. It overlaps with Covalent's distributed compute orchestration capabilities, particularly for ML and HPC use cases running across multi-cloud Kubernetes environments.
- Metaflow (Outerbounds): Originally built at Netflix and now developed by Outerbounds, Metaflow is a Python framework for orchestrating ML and data science workflows at scale. It is highly comparable to Covalent as a Pythonic, multi-cloud orchestration platform for AI/ML/HPC workloads.
- Flyte: Flyte is a Kubernetes-native workflow orchestrator purpose-built for data and ML pipelines at scale. It directly competes with Covalent in the multi-cloud, container-based orchestration space for AI/ML workloads.
Broad incumbents
- Databricks: Databricks is a broad enterprise data and AI platform with workflow orchestration capabilities via Jobs and Databricks Workflows. While not specialized for multi-cloud HPC orchestration like Covalent, it offers overlapping capabilities for AI/ML pipeline management as part of a much wider portfolio.
- Domino Data Lab: Domino Data Lab provides an enterprise MLOps platform with workflow orchestration and multi-cloud compute management. It competes in the same enterprise AI orchestration space as Covalent but as part of a broader, governed model lifecycle platform.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks5 records
Key highlights5 records
Customer concentration
Agnostiq social profiles
Digital presenceAgnostiq financial estimates
Financial estimateRevenue estimate
Valuation estimate
Agnostiq leadership team
Management profileNumber of profiles
Profiles1 record
Agnostiq funding detail
Funding detailFunding overview
Funding rounds8 records
Investors8 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Agnostiq M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Agnostiq
What does Agnostiq do?
Agnostiq developed Covalent, an open-source multi-cloud orchestration platform that enables dynamic deployment and management of AI, machine learning, and scientific computing workflows across distributed computing resources. The platform supports orchestration of compute resources across edge, cloud, and on-premises environments, facilitating AI agent deployment and complex workflow management for enterprise AI infrastructure.
Is Agnostiq a public or private company?
Agnostiq is a private company. It is classified as corporate owned and is currently acquired.
When was Agnostiq founded?
Agnostiq was founded in 2018. It employs 11 to 50 people.
Where is Agnostiq based?
Agnostiq is headquartered in Toronto, Canada, in the North America region.
How does Agnostiq make money?
One revenue line is on record: open-source platform (pre-acquisition).
Who are Agnostiq's main competitors?
Direct peers on record are Kubeflow, Apache Airflow, Anyscale (Ray), Dagster, Prefect, Argo Workflows, Metaflow (Outerbounds) and Flyte. Broad incumbents are Databricks and Domino Data Lab.
Does Agnostiq have an API?
No public API is recorded for Agnostiq.
What industry is Agnostiq in?
Agnostiq's product category is AI Infrastructure / Multi-Cloud Orchestration. Its primary akta.pro industry code is HDABAMAA, Hybrid Cloud Platforms & Orchestration, with a secondary code of HDABABAE, Hybrid & Multi-Cloud Orchestration (Private-Cloud-Centric). Its NAICS code is 51821 and its SIC code is 7370.