Prediction Guard
Prediction Guard is a secure, scalable generative AI platform that can be self-hosted or managed in the cloud, designed to safeguard sensitive data and prevent common AI malfunctions such as hallucinations and prompt injections. It supports popular open large language models like Llama 3.1, Mistral, and deepseek, and integrates with AI tooling such as LangChain and LlamaIndex while keeping data private within customer infrastructure. The platform offers flexible deployment options including managed cloud, self-hosted, and single-tenant environments, optimized for enterprise scale and affordable hardware. It is HIPAA compliant and focuses on enabling secure AI adoption in enterprises by ensuring system-level security from model server configurations to output validations, including privacy filters and output validations to prevent toxic outputs and leaks of personally identifiable information (PII).
Prediction Guard
Prediction Guard is a secure, scalable generative AI platform that can be self-hosted or managed in the cloud, designed to safeguard sensitive data and prevent common AI malfunctions such as hallucinations and prompt injections. It supports popular open large language models like Llama 3.1, Mistral, and deepseek, and integrates with AI tooling such as LangChain and LlamaIndex while keeping data private within customer infrastructure. The platform offers flexible deployment options including managed cloud, self-hosted, and single-tenant environments, optimized for enterprise scale and affordable hardware. It is HIPAA compliant and focuses on enabling secure AI adoption in enterprises by ensuring system-level security from model server configurations to output validations, including privacy filters and output validations to prevent toxic outputs and leaks of personally identifiable information (PII).
TL;DR
What they do: Security-first control plane for deploying and governing private/sovereign generative AI
Deployment: Managed cloud, self-hosted, and single-tenant options
Compliance focus: HIPAA-ready and standards-aligned governance (NIST/OWASP, SOC 2 alignment)
Founded: January 2023
Headcount: 17 employees
$3.7M seed announced May 13, 2025 (lead: Sovereign's Capital)
Company Overview
Problem Domain
Enterprise AI security, governance, and safe deployment of private generative AI systems
Founded
2023
Industry
Generative AI / AI security
Tech Stack
Funding Track Record
$3.7M
Round described as oversubscribed; participation from multiple venture and strategic investors
Investor Signal
“Led by Sovereign's Capital with participation from regional and sector-focused VCs and strategic angels (e.g., M25, Launch Factory, WaterStone Impact Fund, Noblis Ventures, Ringbolt, K Street Capital, Blu Ventures, Flywheel Fund, Overlook VC, others)”