Company profile: CentML
1.1 - Company Overview
Company description
- Provider of ML optimization software that maximizes training and inference efficiency to reduce compute costs; offerings include CServe for fast, cost-efficient, scalable LLM serving, Hidet open-source compiler optimizing PyTorch/ONNX models to efficient CUDA kernels, and DeepView open-source profiler for bottlenecks, energy use, and deployment cost estimates.
Products and services
- CServe: Scalable system for serving large language models, engineered to maximize inference speed, improve cost-efficiency, and expand deployment scalability to cut compute costs
- DeepView: Open-source profiler for ML practitioners that identifies model bottlenecks, surfaces energy consumption insights, and estimates deployment costs to guide efficient inference and training planning
- Hidet: Open-source deep learning compiler that optimizes DNN models from PyTorch and ONNX, generating efficient CUDA kernels to accelerate training and inference and reduce compute spend
Key contacts
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Financial details
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1.2 - Competitors and similar companies to CentML
Onix
HQ: United States
Website
- Description: Provider of IP- and AI-powered execution of strategic projects on Google Cloud, delivering technical guidance and strategic professional services to more than 1,500 enterprises globally, leveraging a globally distributed team of experts with AI-driven tooling and automation, with over 20 years of exclusive alignment with Google and Google Cloud.
- 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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Tao Digital Solutions
HQ: United States
Website
- Description: Provider of technology services to help businesses thrive in the digital economy, including agile product engineering to accelerate development and market introduction, modern managed services for cloud and on-prem operations, cybersecurity to enhance IT system security against threats and regulatory implications, comprehensive digital payment solutions that reduce transaction fees, digitization to expand data models and data strategy, and cloud services for IT modernization.
- 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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3Pillar Global
HQ: United States
Website
- Description: Provider of software product development solutions for mobile applications and SaaS-based enablement, delivering services including Product Validation, UX Assessment, Design System frameworks, Product Development Maturity Assessment, MVP Development, and Growth & Scale support.
- 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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Centric
HQ: The Netherlands
Website
- Description: Provider of IT services including custom software, IT assessments and outsourcing, collaboration, BPO, communication and cybersecurity services.
- 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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CGI
HQ: Canada
Website
- Description: Provider of IT and business consulting services, including business consulting, systems integration, applications, infrastructure and business process services, digital transformation, analytics, intelligent automation, cloud, IT modernization, and cybersecurity.
- 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 CentML
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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 CentML
2.2 - Growth funds investing in similar companies to CentML
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4 - Top valuation comps for CentML
4.2 - Public trading comparable groups for CentML
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