cKnowledge.io (acquired by OctoML)
cKnowledge.io, a Paris-based startup founded in 2019, built collaborative, portable tooling for reproducible AI/ML workflows, benchmarking, and deployment. The company was subsequently acquired by MLOps platform OctoML.
- Company typePrivate
- Founded2019
- HeadquartersParis, France
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
cKnowledge.io (acquired by OctoML) firmographics
Firmographics- Name
- cKnowledge.io (acquired by OctoML)
- Website
- https://cKnowledge.io
- Company type
- Private
- Founded year
- 2019
- Operating status
- Acquired
- Headcount range
- 1–10 employees
- Short description
- cKnowledge.io, a Paris-based startup founded in 2019, built collaborative, portable tooling for reproducible AI/ML workflows, benchmarking, and deployment. The company was subsequently acquired by MLOps platform OctoML.
- Ownership category
- akta.pro rank
cKnowledge.io (acquired by OctoML) industry classification
Industry- Product category
- MLOps Platform
- NAICS
- Software Publishers (5132), Software Publishers (513210)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- End-to-End MLOps & ML Platform Suites (HDAAABAA)
- akta.pro secondary industries
- ML Lifecycle Collaboration & Workspace Management (HDAAABAK), Model Deployment, Serving & Inference Platforms (HDAAABAF), MLOps/LLMOps & Model Lifecycle Management Services (BPAEAHAH)
Keywords
Where cKnowledge.io (acquired by OctoML) is headquartered
LocationHeadquarters
- HQ city
- Paris
- HQ country
- France
- HQ region
- Europe
Markets served
cKnowledge.io (acquired by OctoML) business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Operations, Infrastructure
cKnowledge.io (acquired by OctoML) product offering
Product offeringCore offering
cKnowledge.io enables reproducible AI/ML workflows, benchmarking, and deployment through collaborative, portable tools. The company built software infrastructure to help ML practitioners run, compare, and reproduce experiments and model deployments across environments. Following acquisition by OctoML, the offering has been folded into OctoML's broader MLOps platform.
Differentiator
Problem solved
Functional benefit
Products and services
- cKnowledge.io ML Workflow and Benchmarking Platform Collaborative, portable software for reproducible AI/ML workflows, ML benchmarking, and model deployment, targeted at ML engineers, data scientists, and applied research teams.
Companies that use cKnowledge.io (acquired by OctoML)
Customer profileIdeal customer profiles1 record
cKnowledge.io (acquired by OctoML) technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
cKnowledge.io (acquired by OctoML) competitors and assessment
Company assessmentBroad incumbents
- OctoML (now OctoAI): Acquirer of cKnowledge.io and a recognized ML deployment and optimization platform built on Apache TVM. Directly comparable as an MLOps platform targeting enterprise ML model deployment and serving.
- Domino Data Lab: Enterprise MLOps platform covering the full model lifecycle from experimentation through deployment. Overlaps with cKnowledge.io's broader MLOps positioning but serves larger enterprise customers.
Direct peers
- Weights & Biases: Provides MLOps tooling for experiment tracking, model evaluation, and collaboration across ML workflows. Closely comparable to cKnowledge.io's reproducibility, benchmarking, and collaborative workflow focus.
- Comet.ml: MLOps platform for experiment tracking, model comparison, and reproducibility across ML projects. Comparable offering targeting the same ML engineering audience as cKnowledge.io.
- Neptune.ai: ML metadata store focused on experiment tracking, model versioning, and reproducible ML workflows. Directly overlaps with cKnowledge.io's reproducibility and collaborative tooling positioning.
- Determined AI: Open-source ML platform focused on reproducible, distributed model training and experiment tracking. Comparable in reproducibility and collaborative ML workflow emphasis.
- MLflow (open source, Linux Foundation): Open-source platform for managing the end-to-end ML lifecycle including experimentation, reproducibility, and deployment. Competes directly with cKnowledge.io's reproducible AI/ML workflow tooling as a free alternative.
Others
- MLPerf: Industry-standard ML benchmarking consortium that sets the de facto benchmarks for ML performance. Directly comparable in the benchmarking domain, but operates as a standards body rather than a commercial product.
Emerging players
- Hugging Face: Provides model hub, evaluation, and MLOps-adjacent tooling with strong community emphasis on reproducibility and benchmarking. Adjacent competitor in open ML tooling space.
Regional players
- Paperspace (DigitalOcean): Cloud-based ML infrastructure and workflow tooling (now part of DigitalOcean) that supports model training and deployment workflows. Comparable at the deployment and infrastructure layer where cKnowledge.io operated.
Market position
Customer concentration
cKnowledge.io (acquired by OctoML) social profiles
Digital presencecKnowledge.io (acquired by OctoML) financial estimates
Financial estimateRevenue estimate
Valuation estimate
cKnowledge.io (acquired by OctoML) leadership team
Management profileNumber of profiles
Profiles1 record
cKnowledge.io (acquired by OctoML) funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
cKnowledge.io (acquired by OctoML) 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 cKnowledge.io (acquired by OctoML)
What does cKnowledge.io (acquired by OctoML) do?
cKnowledge.io enables reproducible AI/ML workflows, benchmarking, and deployment through collaborative, portable tools. The company built software infrastructure to help ML practitioners run, compare, and reproduce experiments and model deployments across environments. Following acquisition by OctoML, the offering has been folded into OctoML's broader MLOps platform.
When was cKnowledge.io (acquired by OctoML) founded?
cKnowledge.io (acquired by OctoML) was founded in 2019. It employs 1 to 10 people.
Where is cKnowledge.io (acquired by OctoML) based?
cKnowledge.io (acquired by OctoML) is headquartered in Paris, France, in the Europe region.
Who are cKnowledge.io (acquired by OctoML)'s main competitors?
Broad incumbents on record are OctoML (now OctoAI) and Domino Data Lab. Direct peers are Weights & Biases, Comet.ml, Neptune.ai, Determined AI and MLflow (open source, Linux Foundation). MLPerf is listed as an others. Hugging Face is listed as an emerging player. Paperspace (DigitalOcean) is listed as a regional player.
Does cKnowledge.io (acquired by OctoML) have an API?
No public API is recorded for cKnowledge.io (acquired by OctoML).
What industry is cKnowledge.io (acquired by OctoML) in?
cKnowledge.io (acquired by OctoML)'s product category is MLOps Platform. Its primary akta.pro industry code is HDAAABAA, End-to-End MLOps & ML Platform Suites, with a secondary code of HDAAABAK, ML Lifecycle Collaboration & Workspace Management. Its NAICS code is 5132 and its SIC code is 7372.