Company profile: Determined AI
1.1 - Company Overview
Company description
- Provider of machine learning technology for training and deploying deep learning models, reducing time-to-market by boosting developer productivity, improving GPU utilization, and reducing risk. Offers distributed training across multiple GPUs without code changes, automated hyperparameter tuning, experiment tracking with visualization, and a built-in model registry for deployment and management.
Products and services
- Distributed Training: Delivers multi-GPU training for deep learning models without altering model code, coordinating distributed execution across GPUs to keep original model code unchanged during scaled training runs
- Hyperparameter Tuning: Automates the search for optimal model parameters using scalable algorithms, performing structured exploration across hyperparameter spaces to identify effective configurations for trained deep models
- Model Registry: Offers a built-in feature for deploying models after training, facilitating easy access and management of trained models
Key contacts
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Financial details
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1.2 - Competitors and similar companies to Determined AI
Forge AI
HQ: United States
Website
- Description: Provider of AI-driven intelligence that transforms unstructured information into structured, machine-readable data feeds. The platform monitors global information in real time, using NLP and a knowledge base to enrich data for analytics, decision-making, and predictive modeling. Services include company event and relationship time series with AI-generated scores, ESG event tracking, and extraction of billions of data points from over 100 million documents.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
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- Total funding raised: $●●●m
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Hive
HQ: United States
Website
- Description: Provider of cloud-based AI solutions for understanding, searching, and generating content.
- 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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Sama
HQ: United States
Website
- Description: Provider of high-accuracy data annotation solutions and training data for enterprise AI and machine learning models, specializing in image, video, language, and lidar; an industry pioneer with 15 years of experience trusted by leading companies including GM, Ford, Continental, and Google.
- 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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- Acquisitions: ●●
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Kogentix
HQ: United States
Website
- Description: Provider of artificial intelligence and big data software and services that help customers unlock the value of their data, leveraging open source big data technologies, particularly the evolving Hadoop stack, to support enterprise transformation.
- 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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A4Vision
HQ: United States
Website
- Description: Provider of products and services; specific product and service details are not available.
- 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 Determined AI
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Buyer group 2: ████████ ████████
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Buyer group 3: ████████ ████████
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3. Investors and private equity firms
3.1 - Buyout funds investing in similar companies to Determined AI
2.2 - Growth funds investing in similar companies to Determined AI
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4 - Top valuation comps for Determined AI
4.2 - Public trading comparable groups for Determined AI
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