Deeploy

Paid APISelf-hostedWeb

What Deeploy is

Deeploy is an AI governance platform for controlling agentic, generative and predictive AI operations in real time. It discovers, onboards and manages an organisation’s AI systems from one inventory. Teams can assess use-case risks, configure approval workflows and schedule compliance reviews using frameworks aligned with the EU AI Act, ISO 42001 and NIST AI RMF, plus custom frameworks. Monitoring includes drift and performance alerts, tracing, guardrails, logging, authentication and load balancing. Models may run as managed deployments, connect through external APIs or be registered without deployment; managed deployments include global and local explainability. Hosting options are managed multi-tenant SaaS, managed single-tenant enterprise SaaS or self-managed installation. Documented integrations include Databricks, MLflow, Hugging Face, AWS SageMaker, Azure Machine Learning, IBM Watsonx, Slack and Microsoft Teams. Pricing is on request, with Core, Scale and Enterprise plans using platform and seat-based fees.

Who it suits

Deeploy is intended for governance officers, AI engineers and organisations scaling AI while addressing compliance requirements. Its API, web and self-hosted options support different deployment approaches.

What it does well

Central inventory for an organisation’s AI systems
Frameworks align with EU AI Act, ISO 42001 and NIST AI RMF
Real-time monitoring includes drift and performance alerts
Supports approval workflows and compliance reviews
Offers SaaS or self-managed hosting

What to know first

Pricing is available only on request
Core requires at least three seats
Scale requires at least five seats
Plans impose soft limits on AI systems

Plans

Plan	Billed and limits	Price
Core	monthly platform fee + seat-based fee · minimum 3 seats · maximum 5 AI systems per user (soft limit) · SaaS compute fair-use limit	On request
Scale	monthly platform fee + seat-based fee · minimum 5 seats · maximum 5 AI systems per user (soft limit) · SaaS compute fair-use limit	On request
Enterprise	custom platform fee + seat-based fee · custom minimum seats · maximum 5 AI systems (soft limit)	On request

As deeploy.ai lists them, read 1 Oct 2026. The maker's own page has the final word.

Verdict

Deeploy combines AI inventory, governance frameworks, monitoring and deployment controls for organisations managing multiple AI systems. Seat minimums, soft system limits and custom pricing make plan fit important to confirm before adoption.

Facts from Deeploy's own pages

Agent governance: The beta MCP server registers compatible AI agents and automatically sends an audit trail of interactions without code changes. · docs.deeploy.ai, 1 Oct 2026
AI inventory: The platform discovers, onboards and manages every AI system in an organisation from one interface. · deeploy.ai, 1 Oct 2026
Audience: Deeploy is intended for governance officers, AI engineers and organisations scaling AI while addressing compliance requirements. · docs.deeploy.ai, 1 Oct 2026
Explainability: Managed deployments support built-in global and local explainability frameworks for real-time explanations. · docs.deeploy.ai, 1 Oct 2026
Governance frameworks: Deeploy provides frameworks aligned with the EU AI Act, ISO 42001 and NIST AI RMF, plus custom frameworks. · deeploy.ai, 1 Oct 2026
Headquarters: Utrecht, Netherlands · deeploy.ai, 28 Sept 2026
Hosting: Deeploy is available as managed multi-tenant SaaS, managed single-tenant enterprise SaaS or self-managed installation. · docs.deeploy.ai, 1 Oct 2026
Integrations: Documented integrations include Databricks, MLflow, Hugging Face, AWS SageMaker, Azure Machine Learning, IBM Watsonx, Slack and Microsoft Teams. · docs.deeploy.ai, 1 Oct 2026
Model onboarding: Models can be hosted as managed deployments, connected as external APIs or registered without deployment. · docs.deeploy.ai, 1 Oct 2026
Monitoring: Deeploy provides real-time monitoring, drift and performance alerts, tracing, guardrails, logging, authentication and load balancing. · deeploy.ai, 1 Oct 2026
Product: Deeploy is an AI governance platform for real-time control of agentic, generative and predictive AI operations. · docs.deeploy.ai, 1 Oct 2026
Risk and approvals: Users can assess use-case risk levels, configure approval workflows and schedule periodic compliance reviews. · docs.deeploy.ai, 1 Oct 2026
Security controls: Guardrails can detect, filter and neutralize sensitive content and prompt-injection patterns in LLM inputs and outputs. · deeploy.ai, 1 Oct 2026
SSO: Default OpenID Connect SSO providers are Google, Microsoft and Okta. · docs.deeploy.ai, 1 Oct 2026
Support: Core includes self-service and best-effort support, Scale includes a standard email and chat SLA, and Enterprise includes a custom SLA and dedicated customer-success manager. · deeploy.ai, 1 Oct 2026