Deeploy

About Deeploy

In the explosive era of AI, where innovation races ahead of regulation, Deeploy is the essential control center that forward-thinking organizations are adopting to scale responsibly. It's not just software; it's the missing governance infrastructure for your entire AI stack. Deeploy provides complete, centralized oversight, compliance, and real-time monitoring for every AI system across your organization—from complex machine learning models to the latest generative AI applications. Designed for enterprises running AI at scale, it transforms a chaotic jungle of disparate models and vendors into a transparent, trustworthy, and fully auditable ecosystem. Its core value proposition is powerful: achieve unprecedented control to mitigate risk and ensure compliance with regulations like the EU AI Act, while simultaneously accelerating AI deployment and building essential trust with stakeholders. Trusted by industry leaders, Deeploy is the proven platform that turns governance from a bottleneck into a competitive advantage, enabling you to deploy AI faster and with absolute confidence.

Features of Deeploy

AI Discovery and Onboarding

Gain complete visibility and eliminate blind spots across your entire AI landscape. Deeploy automatically discovers and allows you to onboard every AI system from a single interface, whether it's built on major MLOps platforms, GenAI tools, or embedded systems. This creates a centralized AI inventory without forcing painful migrations, giving you the foundational control needed for effective governance from day one.

Control Frameworks

Navigate the complex world of AI regulations with ease and confidence. Deeploy offers pre-built, default control frameworks aligned with major standards like ISO 42001 and the NIST AI RMF, or allows you to build custom ones tailored to your needs. The platform guides you through risk classification in minutes and establishes clear accountability with structured approval processes, making compliance straightforward and systematic.

Control Implementation

Turn high-level policies into enforceable, engineer-friendly actions. Deeploy translates governance frameworks into clear, actionable requirements for development teams. It accelerates compliance by up to 90% using smart templates and automatically collecting evidence, while its AI-powered assessments handle repetitive auditing work, ensuring governance is actually followed and integrated into the development lifecycle.

Real-Time Monitoring

Proactively prevent AI incidents and performance issues before they impact users or create compliance risks. Deeploy provides live monitoring with instant alerts for model drift, performance drops, and anomalies. It adds crucial tracing and guardrails to protect LLM outputs, allowing you to identify and rectify errors swiftly, ensuring your AI systems operate reliably and as intended at all times.

Use Cases of Deeploy

Achieving EU AI Act Compliance

Organizations facing stringent regulatory requirements use Deeploy to systematically navigate the EU AI Act. The platform's guided workflows, risk classification tools, and automated evidence collection create a verifiable audit trail, dramatically simplifying the compliance process and providing the documentation needed to demonstrate conformity to regulators and auditors with confidence.

Centralizing Oversight for Fragmented AI Portfolios

Large enterprises with AI systems scattered across different departments, vendors, and platforms leverage Deeploy to create a single source of truth. By discovering and onboarding all AI assets into one central registry, leadership gains unprecedented visibility and control, enabling consistent governance, reducing hidden risks, and making strategic, data-driven decisions about their AI investments.

Enabling Safe LLM and GenAI Adoption

Teams deploying generative AI and Large Language Models implement Deeploy to add essential safety rails. The real-time monitoring and tracing features explain LLM outputs and detect harmful content or data leaks. This allows companies to innovate with cutting-edge AI while maintaining security, quality, and ethical standards, building trust in these powerful but unpredictable technologies.

Accelerating Model Deployment with Governance

AI and data science teams use Deeploy to break the speed-governance trade-off. By integrating actionable governance requirements directly into the deployment pipeline and providing automated compliance checks, Deeploy reduces deployment time from weeks to hours. This allows engineers to iterate faster while automatically satisfying oversight requirements, scaling AI initiatives without losing control.

Frequently Asked Questions

How does Deeploy help with the EU AI Act?

Deeploy is specifically engineered to help organizations meet EU AI Act standards. It provides tools for mandatory risk classification of AI systems, implements required control frameworks, automates the collection of evidence for technical documentation, and ensures ongoing post-market monitoring. This end-to-end approach turns a complex regulatory challenge into a manageable, streamlined process.

Can Deeploy integrate with our existing MLOps and AI platforms?

Absolutely. A core strength of Deeploy is its flexible integration capability. It is designed to connect seamlessly with any major MLOps platform (like MLflow, Sagemaker) and GenAI vendors, allowing you to govern AI systems wherever they are built or hosted. This means you can establish centralized oversight without the need for costly and disruptive platform migrations.

What is "real-time explainability" and why is it important?

Real-time explainability means Deeploy can provide immediate insights into why an AI model made a specific prediction or decision while it is running in production. This is crucial for debugging errors, building user trust, meeting regulatory "right to explanation" requirements, and enabling human experts to give meaningful feedback, especially in high-stakes domains like healthcare or finance.

Is Deeploy suitable for managing generative AI risks?

Yes, Deeploy is exceptionally well-suited for governing generative AI. It offers specialized features like output tracing to log all LLM interactions, configurable guardrails to filter inappropriate content, and performance monitoring to detect drift in response quality. This allows organizations to harness the power of GenAI while proactively mitigating risks related to safety, security, and reliability.