Deeploy
Deeploy is a Utrecht-based AI governance platform that helps regulated European enterprises (banking, insurance, healthcare, government) discover, onboard, and monitor AI systems and agents for EU AI Act and ISO 42001 compliance through real-time runtime control.
- Company typePrivate
- Founded2020
- HeadquartersUtrecht, Netherlands
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Deeploy does
Deeploy is a Utrecht-based AI governance platform provider founded in 2020 as a spin-off of AI consultancy Enjins by four co-founders (Maarten Stolk, CEO; Tim Kleinloog, CTO; Bastiaan van de Rakt; Nick Jetten). The company sells a unified platform that enables enterprises to discover, onboard, and monitor AI systems and agents at runtime, covering the full lifecycle from AI inventory and risk classification through automated compliance documentation to real-time drift, anomaly, and bias detection. Its product surface is modular: Control Frameworks (ISO 42001, NIST AI RMF, EU AI Act templates), Document & Assess (audit-ready evidence collection), Onboarding & Integration (model deployment from Databricks, Azure ML, AWS SageMaker, MLflow, and Hugging Face), Monitoring & Insights (Jensen-Shannon drift detection, real-time alerts), and Agent Governance (MCP server-based registration and OpenTelemetry tracing for Claude, ChatGPT, GitHub Copilot, Microsoft Copilot Studio, and Perplexity). Supporting tooling includes a Python SDK, a REST API, an open-source XAI library (SHAP, LIME, attention-based explainers, Captum), and Guardrails for input/output safety.
The company makes money through annual SaaS subscriptions on a tiered model (Growth and Scale plans) plus enterprise private-cloud deployments for data sovereignty, all priced on a quote basis. Its go-to-market is sales-led enterprise field sales with personalized 30-minute demos, targeting C-level leaders, Heads of Risk and Compliance, CIOs/Enterprise Architects, and AI/Data Science Leads in regulated industries — primarily banking, insurance, pensions, healthcare, government, and manufacturing across Europe. Deeploy has raised approximately €10M to date (a €2.5M seed round led by SI3 Fund in June 2023, plus up to €7.5M from the European Innovation Council in February 2025), holds ISO 27001 certification, and is positioning its platform as the reference tooling for EU AI Act conformity assessments ahead of the August 2026 enforcement deadline.
Deeploy firmographics
Firmographics- Name
- Deeploy
- Legal name
- Deeploy B.V.
- Website
- https://deeploy.ml
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Deeploy is a Utrecht-based AI governance platform that helps regulated European enterprises (banking, insurance, healthcare, government) discover, onboard, and monitor AI systems and agents for EU AI Act and ISO 42001 compliance through real-time runtime control.
- Ownership category
- akta.pro rank
Deeploy industry classification
Industry- Product category
- AI Governance Software
- NAICS
- Software Publishers (5132), Software Publishers (513210)
- SIC
- Services-Prepackaged Software (7372)
- 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 Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA)
Keywords
Where Deeploy is headquartered
LocationHeadquarters
- HQ city
- Utrecht
- HQ country
- Netherlands
- HQ region
- Europe
Offices1 record
Markets served
Deeploy business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- SaaS Platform Subscription: Cloud-based AI governance platform offered as a subscription service with tiered plans (Growth, Scale). Provides access to core governance features, monitoring, compliance tools, and integrations.
- Enterprise Private Cloud: On-premise or dedicated cloud deployment options for enterprises requiring data sovereignty. Enterprise pricing with advanced features, GPU support, and dedicated support.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Growth Plan - Core AI governance features for mid-market organizations |
| Subscription | Annual | Scale Plan - Advanced governance for enterprise organizations |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels8 records
Deeploy product offering
Product offeringCore offering
Deeploy sells an AI Governance Platform that enables organizations to discover, onboard, monitor, and control any AI system or agent at runtime for compliance and accountability. The platform is sold as a SaaS subscription (Deeploy Cloud) or self-hosted (Deeploy Private Cloud), with tiered annual plans (Growth and Scale) targeting regulated enterprises. It addresses EU AI Act, ISO 42001, and NIST AI RMF compliance through pre-built control frameworks, automated documentation, real-time drift/anomaly monitoring, built-in SHAP/LIME explainability, AI agent governance via an MCP server, and runtime guardrails.
Product overview
Deeploy is a unified AI Governance Platform that enables organizations to discover, onboard, and monitor AI systems at runtime for compliance and control. The platform operates as a modular architecture built around five core products: Control Frameworks for managing governance policies, Document & Assess for automated compliance documentation, Onboarding & Integration for deploying and connecting AI models, Monitoring & Insights for real-time performance and drift tracking, and Agent Governance for registering and controlling AI agents. The platform integrates with major ML tools (Azure ML, MLFlow, SageMaker, Databricks, Hugging Face) and LLM providers (Azure OpenAI, Mistral, IBM Watsonx). Supporting resources include the XAI Library for explainability (SHAP, LIME, attention), EU AI Act Hub for regulatory guidance, and ISO 42001 Compliance tools. The platform is available as SaaS (Deeploy Cloud) or self-hosted (Deeploy Private Cloud), with a Python Client SDK for developer integration and an MCP Server for AI agent governance.
Differentiator
Problem solved
Functional benefit
Products and services
- Control Frameworks Guided workflows for navigating AI regulations with pre-built frameworks including ISO 42001, NIST AI RMF, and EU AI Act compliance templates, plus custom framework creation and AI system risk classification.
- Document & Assess Automated checks, assessments, and audit-ready documentation that turn governance frameworks into enforceable controls and accelerate compliance 90% with templates and auto-collected evidence.
- Onboarding & Integration Discovers, onboards, and manages every AI system in an organization from one interface, supporting managed deployments, external API models, and integration with MLOps platforms (Azure ML, AWS SageMaker, Databricks, MLflow, Hugging Face).
- Monitoring & Insights Real-time AI performance monitoring with instant alerts for model drift or performance drops, anomaly and error detection, bias metrics, model comparisons, and support for tracing and guardrails to protect LLM outputs.
- Agent Governance Registers, traces, and controls every AI agent across the organization using MCP server integration for automatic registration and audit trail via OpenTelemetry, supporting Claude, GitHub Copilot, Microsoft Copilot Studio, ChatGPT, and Perplexity.
- Deeploy Python Client Python SDK for connecting to Deeploy from notebooks or automated pipelines, supporting model deployments, predictions, explanations, bias analysis, and governance controls.
- Deeploy Cloud (SaaS) Cloud-based SaaS deployment of the Deeploy AI Governance Platform, hosted by Deeploy with automatic updates and tiered Growth and Scale subscription plans.
- Deeploy Private Cloud Self-hosted enterprise deployment option of the Deeploy AI Governance Platform for organizations requiring full data sovereignty, available on AWS and Azure with GPU support and dedicated support.
- ISO 42001 Compliance Simplified compliance path for ISO 42001 AI Management System certification, providing pre-built templates and controls mapped to ISO 42001 requirements for organizations pursuing certification.
Quantifiable outcome
- 40-60% reduction in AI project failures
- +5 more outcomes
Companies that use Deeploy
Customer profileNamed customers11 records
Segments8 records
Ideal customer profiles4 records
Deeploy technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration14 records
AI capability12 records
Feature8 records
Deeploy partnerships and signals
Strategic signalPartnerships
24 partnerships are on record, tiered foundational, major, partner, minor and core.
- EnjinsfoundationalDeeploy was founded in 2020 as a spin-off of Enjins, an AI consultancy. The founders Tim Kleinloog, Maarten Stolk, Bastiaan van de Rakt, and Nick Jetten originated from this parent company.
- DeloittemajorCo-developed the AI Governance & Control Framework Whitepaper with Deeploy, providing consulting expertise on AI governance frameworks and regulatory compliance.
- Conclusion IntelligencepartnerCo-development partner for the AI Governance & Control Framework Whitepaper v2.0.
- BearingPointpartnerCo-development partner for the AI Governance & Control Framework Whitepaper v2.0.
- Hogeschool UtrechtpartnerCo-development partner for the AI Governance & Control Framework Whitepaper v2.0.
- DatashiftpartnerCo-development partner for the AI Governance & Control Framework Whitepaper v2.0.
- Nemko DigitalpartnerCo-development partner for the AI Governance & Control Framework Whitepaper v2.0. Contributed AI Trust expertise.
- Carve ConsultingpartnerCo-development partner for the AI Governance & Control Framework Whitepaper v2.0.
- Full OrbitpartnerCo-development partner for the AI Governance & Control Framework Whitepaper v2.0.
- Clever RepublicminorCo-development partner for the AI Governance & Control Framework Whitepaper v2.0.
- DPO ConsultancyminorCo-development partner for the AI Governance & Control Framework Whitepaper v2.0.
- ZandersminorCo-development partner for the AI Governance & Control Framework Whitepaper v2.0.
- Digital PowerminorCo-development partner for the AI Governance & Control Framework Whitepaper v2.0.
- ConsideratiminorCo-development partner for the AI Governance & Control Framework Whitepaper v2.0.
- DatabrickscoreIntegration with Databricks Unity Catalog for model deployment directly from Databricks model registry to Deeploy governance platform.
- Azure Machine LearningcoreDeep integration with Azure ML enabling deployment of models to Azure environment while leveraging Deeploy's governance features. Supports both Deeploy-hosted and Azure ML-hosted deployments.
- AWS SageMakercoreIntegration with AWS SageMaker for model deployment governance, monitoring, and compliance across SageMaker-hosted models.
- MLflowcoreDeploy MLFlow models and explainers on Deeploy using MLflow integration. Supports MLflow model stages and specific model versions deployment.
- Hugging FacecoreHugging Face model deployment support including inference endpoints and model registry integration.
- Claude (Anthropic)partnerLLM platform supported via MCP server integration and as external deployment target for agent governance.
- OpenAIpartnerOpenAI models supported as external deployment targets for AI agent governance and monitoring.
- Microsoft Copilot StudiopartnerMCP-compatible AI agent platform supported by Deeploy's MCP server for automatic registration and audit trail.
- GitHub CopilotpartnerMCP-compatible AI agent platform supported by Deeploy's MCP server for automatic registration and audit trail.
- ChatGPTpartnerMCP-compatible AI agent platform supported by Deeploy's MCP server for automatic registration and audit trail.
Scale indicators4 records
Recent moves7 records
Expansion highlights6 records
Deeploy competitors and assessment
Company assessmentDirect peers
- Credo AI: Credo AI provides an AI governance platform for enterprise AI risk management, compliance, and EU AI Act readiness. It is the most direct competitor to Deeploy, offering overlapping capabilities in AI inventory, risk assessments, and regulatory templates for regulated industries.
- Holistic AI: Holistic AI offers an enterprise AI governance, risk, and compliance platform with EU AI Act focus and audit-ready documentation. It targets the same regulated buyer personas as Deeploy and competes head-to-head in financial services and enterprise accounts.
- Fiddler AI: Fiddler AI provides an AI observability and explainability platform with model monitoring, drift detection, and SHAP/LIME-based explanations. It overlaps with Deeploy's Monitoring & Insights and built-in explainability features for predictive and generative AI deployments.
- Arthur AI: Arthur AI offers an AI observability platform with model monitoring, performance tracking, and explainability for production AI systems. It targets a similar buyer (AI/ML platform teams in regulated enterprises) with overlapping capabilities to Deeploy's monitoring stack.
- WhyLabs: WhyLabs provides an AI observability platform with data drift detection, model monitoring, and LLM guardrails for production AI. It competes with Deeploy's real-time monitoring and guardrails features, particularly for generative AI deployments.
Broad incumbents
- IBM watsonx.governance: IBM watsonx.governance is an enterprise AI governance suite covering model lifecycle, risk, compliance, and EU AI Act readiness, integrated with the broader watsonx AI platform. It serves a similar regulated buyer but as part of IBM's wider enterprise software portfolio rather than a focused governance niche.
- OneTrust AI Governance: OneTrust extends its privacy and GRC platform into AI governance, offering AI inventory, risk assessments, and regulatory compliance tooling. It competes with Deeploy in regulated enterprise accounts but as part of a broader trust-and-compliance suite rather than a pure-play AI governance offering.
- Microsoft Azure AI Content Safety: Microsoft Azure AI Content Safety and Azure Machine Learning offer built-in governance, responsible AI, and content safety features for Azure-hosted AI deployments. It is a broad incumbent that competes with Deeploy's guardrails and Azure ML integration features, especially for cloud-single-stack customers.
- AWS SageMaker Model Governance: AWS SageMaker includes model governance, model cards, and monitoring capabilities for AI deployed on AWS. As a broad hyperscaler incumbent, it competes with Deeploy's AWS SageMaker integration and core monitoring features, particularly for AWS-native enterprises.
Emerging players
- Weights & Biases (W&B): Weights & Biases provides an MLOps and AI platform with experiment tracking, model registry, and emerging governance features. It is an emerging player that intersects with Deeploy's MLflow/Hugging Face integrations and is expanding into model governance and monitoring.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
Deeploy social profiles
Digital presenceDeeploy compliance and trust
Trust signalCompliance1 record
Deeploy financial estimates
Financial estimateRevenue estimate
Valuation estimate
Deeploy leadership team
Management profileNumber of profiles
Profiles5 records
Deeploy funding detail
Funding detailFunding overview
Funding rounds3 records
Investors7 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Deeploy 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 Deeploy
What does Deeploy do?
Deeploy sells an AI Governance Platform that enables organizations to discover, onboard, monitor, and control any AI system or agent at runtime for compliance and accountability. The platform is sold as a SaaS subscription (Deeploy Cloud) or self-hosted (Deeploy Private Cloud), with tiered annual plans (Growth and Scale) targeting regulated enterprises. It addresses EU AI Act, ISO 42001, and NIST AI RMF compliance through pre-built control frameworks, automated documentation, real-time drift/anomaly monitoring, built-in SHAP/LIME explainability, AI agent governance via an MCP server, and runtime guardrails.
Is Deeploy a public or private company?
Deeploy is a private company. It is classified as venture growth investor backed and is currently operating.
When was Deeploy founded?
Deeploy was founded in 2020. It employs 11 to 50 people.
Where is Deeploy based?
Deeploy is headquartered in Utrecht, Netherlands, in the Europe region.
How does Deeploy make money?
Two revenue lines are on record. SaaS Platform Subscription is the primary driver. The others are enterprise Private Cloud.
Who are Deeploy's main competitors?
Direct peers on record are Credo AI, Holistic AI, Fiddler AI, Arthur AI and WhyLabs. Broad incumbents are IBM watsonx.governance, OneTrust AI Governance, Microsoft Azure AI Content Safety and AWS SageMaker Model Governance. Weights & Biases (W&B) is listed as an emerging player.
Does Deeploy have an API?
Yes. Deeploy offers a REST API for managing deployments, predictions, and governance operations. The API is documented via Swagger at api.app.deeploy.ml/swagger/. Authentication is via API tokens. The platform also provides a Python client for connecting from Python notebooks or automated pipelines. Additionally, a Model Context Protocol (MCP) server is available at https://mcp.deeploy.ai/mcp for connecting AI agents (Claude, GitHub Copilot, Microsoft Copilot Studio, ChatGPT, Perplexity) for automatic registration and audit trail tracing. Developer documentation is at api.app.deeploy.ml/swagger.
What industry is Deeploy in?
Deeploy's product category is AI Governance Software. 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 5132 and its SIC code is 7372.