Company profile: Protect AI
1.1 - Company Overview
Company description
- Provider of security solutions for machine learning and AI systems via a unified platform that integrates with existing AI and security workflows. Products include Radar for AI/ML risk detection across the lifecycle, Guardian and ModelScan for scanning models from public repositories for malicious code, LLM Guard for real-time LLM safety, security, and compliance, and NB Defense for Jupyter Notebook vulnerability identification; supports generative AI red teaming.
Products and services
- Radar: Engineers security for AI/ML applications by detecting and mitigating risks across the AI/ML lifecycle, integrating with existing AI and security workflows within a unified, lifecycle-wide platform
- LLM Guard: Delivers a real-time suite for LLM application safety, security, and compliance, with detection and sanitization of harmful content to protect generative AI interactions
- Guardian: Produces pre–fine-tuning scanning of ML models from public repositories to detect malicious code before use, protecting existing AI workflows from tainted models
Key contacts
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Financial details
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1.2 - Competitors and similar companies to Protect AI
Advanced Recognition Technologies
HQ: United States
Website
- Description: Provider of voice and handwriting recognition software for mass-market mobile devices, offering natural human user interface capabilities. Established in 1990 in Atlanta, the company pioneered speech and handwriting recognition and introduced successful Name Dialing deployment on mass-market cellular handsets.
- 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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Striveworks
HQ: United States
Website
- Description: Provider of a SaaS, vertically integrated MLOps platform, Chariot, to build, deploy, monitor, and audit machine learning models. Features include low-code interfaces, a serverless inference engine for one-click API endpoints, a workflow engine with Flyte integration, model-in-the-loop annotation, a model catalog to import, search, and manage models, and data lineage tracking of data, models, workflows, and inferences, plus postproduction 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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Arize
HQ: United States
Website
- Description: Provider of an AI observability platform to monitor, troubleshoot, and evaluate machine learning and large language models in production. Offers real-time monitors, dashboards, evaluation and performance tracing, and explainability and fairness features to detect issues, trace root causes, share insights, and improve reliability and model outcomes.
- 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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Bonsai
HQ: United States
Website
- Description: Provider of an AI platform for enterprises to build and deploy intelligent systems by automating management of complex machine learning libraries and algorithms, enabling AI models that improve system control and enhance real-time decision 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: ●●
View full Bonsai company profile →
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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 Protect AI
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Buyer group 2: ████████ ████████
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Key Products: ████████, ████████, ████████, ████████
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Buyer group 3: ████████ ████████
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Description: ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████
Key Products: ████████, ████████, ████████, ████████
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3. Investors and private equity firms
3.1 - Buyout funds investing in similar companies to Protect AI
2.2 - Growth funds investing in similar companies to Protect AI
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4 - Top valuation comps for Protect AI
4.2 - Public trading comparable groups for Protect AI
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