Prediction Guard
Prediction Guard is a self-hosted AI control plane platform for regulated enterprises, government agencies, and software vendors. It unifies fragmented AI assets behind customer firewalls with HIPAA compliance, NIST/OWASP alignment, and a no-code Agent Forge builder.
- Company typePrivate
- Founded2022
- HeadquartersLafayette, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Prediction Guard does
Prediction Guard, Inc. is a privately held company founded in 2022 and headquartered in Lafayette, Indiana, that builds a self-hosted AI control plane for regulated enterprises, government agencies, and platform engineering teams. The platform unifies fragmented AI assets — including AWS Bedrock, Azure OpenAI, self-hosted models, MCP tools, and agents — into a single governed environment deployable on-prem, air-gapped, or inside a customer cloud VPC, addressing buyers who cannot send data to external LLM vendors. Named customers SimWerx, Noblis, and iBase-t indicate traction in defense, government, and aerospace verticals.
The product is structured around four modules: Manage (AI asset inventory and configuration), Govern (policy enforcement, AIBOM generation, observability, NIST and OWASP alignment), Deploy (shipping the control plane to any environment), and Build (OpenAI- and Anthropic-compatible APIs plus the Agent Forge no-code agent builder). Built-in security features include PII detection and replacement, prompt injection protection, factuality checks, and toxicity detection. The platform is HIPAA compliant with BAA support, supports RAG with configurable embeddings (bge-m3, bridgetower), multimodal vision-language processing, and integrates with LangChain, Continue.dev, Salesforce, Workday, and NetSuite.
Revenue is generated via quote-based enterprise platform subscriptions and self-hosted licensing rather than published pricing. Go-to-market combines an API-first developer motion (public documentation, Discord, SDK packages) with enterprise field sales targeting regulated industries and a partner program for system integrators and software vendors. The company has 1–10 employees with a reported 126 combined years of AI and engineering experience, has raised approximately $5.7M across 2024–2025 rounds, and operates globally from its Indiana headquarters.
Prediction Guard firmographics
Firmographics- Name
- Prediction Guard
- Legal name
- Prediction Guard, Inc.
- Website
- https://predictionguard.com
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Prediction Guard is a self-hosted AI control plane platform for regulated enterprises, government agencies, and software vendors. It unifies fragmented AI assets behind customer firewalls with HIPAA compliance, NIST/OWASP alignment, and a no-code Agent Forge builder.
- Ownership category
- akta.pro rank
Prediction Guard industry classification
Industry- Product category
- Enterprise AI Governance Platform
- NAICS
- Computer Systems Design and Related Services (54151)
- SIC
- Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies) (HDAEANAE)
- akta.pro secondary industries
- Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), AI Supply Chain Security & SBOM/Model Provenance (artifacts, lineage) (HDAAAKAG), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL)
Keywords
Where Prediction Guard is headquartered
LocationHeadquarters
- HQ city
- Lafayette
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Prediction Guard business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- API/SaaS Platform Subscription: Prediction Guard operates as a self-hosted AI control plane platform. Revenue is generated through platform subscription and API usage fees. The platform offers Manage, Govern, Deploy, and Build modules. Pricing is quote-based, suggesting enterprise licensing rather than public pricing.
- Enterprise Licensing: Self-hosted deployment model suggests enterprise licensing fees for organizations requiring on-prem, air-gapped, or cloud VPC deployments behind their own firewalls.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Not specified | Enterprise platform with self-hosted deployment options |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels6 records
Prediction Guard product offering
Product offeringCore offering
Prediction Guard provides a self-hosted AI control plane that unifies fragmented AI assets — models, MCP servers, tools, and agents — into a single secure, governed environment for regulated enterprises. The platform ships as four integrated modules (Manage, Govern, Deploy, Build) plus the Agent Forge no-code agent builder, with OpenAI- and Anthropic-compatible APIs, knowledge bases with semantic search, RAG support, PII detection, prompt-injection prevention, and alignment with HIPAA, NIST, and OWASP standards.
Product overview
Prediction Guard is a self-hosted AI control plane platform for regulated enterprises, comprising four integrated modules: Manage (AI asset inventory and configuration), Govern (policy enforcement, AIBOM generation, NIST/OWASP alignment), Deploy (control plane shipping to cloud/on-prem/air-gapped), and Build (OpenAI/Anthropic compatible APIs with Agent Forge no-code builder). The platform provides enterprise security controls including PII detection, prompt injection protection, toxicity/factuality checks, and HIPAA compliance. Agent Forge is a web-based no-code tool for building specialized AI agents with knowledge bases and MCP integrations.
Differentiator
Problem solved
Functional benefit
Brands
- Agent Forge: Prediction Guard's intuitive web-based platform for building, managing, and deploying AI agents without writing code.
Quantifiable outcome
- 90% reduction in number of services needed to achieve alignment with AI governance best practices from OWASP or NIST (compared to Azure NIST 600-1 guidance)
- +3 more outcomes
Companies that use Prediction Guard
Customer profileNamed customers3 records
Segments5 records
Ideal customer profiles2 records
Prediction Guard technology and API
TechnologyAPI detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration5 records
AI capability10 records
Feature8 records
Prediction Guard partnerships and signals
Strategic signalScale indicators4 records
Recent moves5 records
Expansion highlights5 records
Prediction Guard competitors and assessment
Company assessmentDirect peers
- Protect AI: Direct competitor offering an AI/ML security platform with model scanning, supply chain security, and governance features. Targets similar regulated enterprise and government buyers with comparable self-hosted deployment options.
- Lakera: AI security startup focused on prompt injection defense, guardrails, and content safety for LLM applications. Competes head-to-head with Prediction Guard's safety features (injection protection, PII detection, factuality checks).
- HiddenLayer: AI security provider covering model protection, adversarial attack detection, and AI security posture management. Targets enterprise security teams with ML model defense offerings comparable to Prediction Guard's Govern module.
- Calypso AI: Enterprise AI safety and governance platform focused on testing, observability, and policy enforcement for generative AI. Directly competes for the same regulated-enterprise governance buyer as Prediction Guard.
- Robust Intelligence (Cisco): AI security platform acquired by Cisco offering model risk management, automated red-teaming, and AI firewalls. Now backed by Cisco's enterprise sales motion, increasing competitive pressure on Prediction Guard's governance positioning.
- Arthur AI: AI observability and performance monitoring platform with model monitoring, drift detection, and guardrails. Overlaps with Prediction Guard's monitoring and governance capabilities, especially for production LLM deployments.
- WhyLabs: AI observability platform providing model monitoring, data quality, and security controls for LLM and ML applications. Competes in the AI monitoring/governance space with similar enterprise positioning.
Broad incumbents
- Microsoft (Azure AI Content Safety / Prompt Shield): Hyperscaler offering native prompt injection defense, content filtering, and safety features inside Azure OpenAI Service. Most significant competitive threat via bundled pricing and existing enterprise cloud commitments.
- AWS (Bedrock Guardrails): Hyperscaler providing native AI guardrails for Bedrock including content filtering, PII redaction, and topic denial. Bundled into existing AWS enterprise agreements, pressuring standalone governance vendors.
Others
- LangChain: LLM application framework and integration partner. Prediction Guard maintains an official langchain-predictionguard package. Related ecosystem player rather than direct competitor, but its governance feature roadmap could converge with Prediction Guard's Build module.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
Prediction Guard social profiles
Digital presencePrediction Guard compliance and trust
Trust signalCompliance3 records
Prediction Guard financial estimates
Financial estimateRevenue estimate
Valuation estimate
Prediction Guard leadership team
Management profileNumber of profiles
Prediction Guard funding detail
Funding detailFunding overview
Funding rounds3 records
Investors13 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Prediction Guard M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Prediction Guard
What does Prediction Guard do?
Prediction Guard provides a self-hosted AI control plane that unifies fragmented AI assets — models, MCP servers, tools, and agents — into a single secure, governed environment for regulated enterprises. The platform ships as four integrated modules (Manage, Govern, Deploy, Build) plus the Agent Forge no-code agent builder, with OpenAI- and Anthropic-compatible APIs, knowledge bases with semantic search, RAG support, PII detection, prompt-injection prevention, and alignment with HIPAA, NIST, and OWASP standards.
Is Prediction Guard a public or private company?
Prediction Guard is a private company. It is classified as venture growth investor backed and is currently operating.
When was Prediction Guard founded?
Prediction Guard was founded in 2022. It employs 1 to 10 people.
Where is Prediction Guard based?
Prediction Guard is headquartered in Lafayette, United States, in the North America region.
How does Prediction Guard make money?
Two revenue lines are on record. API/SaaS Platform Subscription is the primary driver. The others are enterprise Licensing.
Who are Prediction Guard's main competitors?
Direct peers on record are Protect AI, Lakera, HiddenLayer, Calypso AI, Robust Intelligence (Cisco), Arthur AI and WhyLabs. Broad incumbents are Microsoft (Azure AI Content Safety / Prompt Shield) and AWS (Bedrock Guardrails). LangChain is listed as an others.
Does Prediction Guard have an API?
Yes. Prediction Guard offers a public REST API that provides OpenAI (/chat/completions & /responses) and Anthropic (/messages) compatible endpoints. The API supports: Chat Completions, Completions, Embeddings, Audio Transcription, Documents Extract, Rerank, Tokenize, Detokenize, Factuality checks, Injection detection, PII detection/replacement, Toxicity detection, Models listing, MCP Servers, and MCP Tools. Authentication uses Bearer token. Features include input filtering (PII replacement with methods: random, fake, category, mask; algorithms: block, replace), output filtering (factuality, toxicity), and reasoning effort controls. The API can be self-hosted behind firewall or used via managed cloud. SDK available via langchain-predictionguard Python package. Developer documentation is at docs.predictionguard.com/api-reference/api-reference/responses.
What industry is Prediction Guard in?
Prediction Guard's product category is Enterprise AI Governance Platform. Its primary akta.pro industry code is HDAEANAE, Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies), with a secondary code of HDAEANAG, Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII). Its NAICS code is 54151 and its SIC code is 7373.