Company profile: MLDB
1.1 - Company Overview
Company description
- Provider of an open-source database for machine learning, installable anywhere, with a RESTful API to store data, explore it using SQL, train machine learning models, and expose them as APIs.
Products and services
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Key contacts
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Financial details
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1.2 - Competitors and similar companies to MLDB
Weights & Biases
HQ: United States
Website
- Description: Provider of a developer-first MLOps platform offering performance visualization tools for machine learning, helping companies turn deep learning research into deployed software by enabling teams to track models, visualize performance, and automate training and model improvement.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
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Refuel AI
HQ: United States
Website
- Description: Provider of infrastructure and tooling for teams building ML applications on top of unstructured data.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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Deepgram
HQ: United States
Website
- Description: Provider of AI-powered speech-to-text technology offering audio intelligence, text-to-speech, and a voice agent API.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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Blaize
HQ: United States
Website
- Description: Provider of AI computing platforms and products for the automotive, smart vision, and enterprise computing markets.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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OnSpecta
HQ: United States
Website
- Description: Provider of deep learning acceleration and deployment automation software. Its DLS optimization engine accelerates AI inference in the cloud and at the edge, delivering performance enhancements over commonly used CPU-based ML frameworks. Offers Ampere AI software solutions to optimize inference performance, offering significant cost reductions and improved efficiency on Ampere T2A and AmpereOne C3A instances on GCP.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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2.M&A buyers
2.1 Potential strategic acquirers in the sector
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2.2 - Strategic buyer groups for MLDB
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Buyer group 2: ████████ ████████
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Buyer group 3: ████████ ████████
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Key Products: ████████, ████████, ████████, ████████
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3. Investors and private equity firms
3.1 - Buyout funds investing in similar companies to MLDB
2.2 - Growth funds investing in similar companies to MLDB
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4 - Top valuation comps for MLDB
4.2 - Public trading comparable groups for MLDB
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