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Saidot Ltd.

Unclaimed
GRCSoftwaresaidot.aiHelsinki, FinlandUpdated

Graph-based AI governance platform that connects AI inventory to risks, controls, and policies to automate governance across AI systems and agents.

Overview

Saidot is a Finnish AI governance platform built on a curated knowledge graph of 260+ risks, 620+ controls, 110+ policies and 170+ third-party AI models and products. It helps organizations govern AI systems, models and agents by automatically propagating risks and controls across linked assets, enabling governance updates as AI changes. The platform connects an AI inventory to a shared data foundation and supports cross-functional teams—risk, legal, compliance and engineering—to classify, assess and manage risks, ensure privacy and security, and demonstrate regulatory compliance. Saidot’s Information Security Management System is ISO/IEC 27001:2022 certified, and the company aligns with standards and frameworks such as ISO/IEC 42001 and the NIST AI RMF to help enterprises and governments govern AI responsibly.

Mission statement

Unlocking the potential of AI by building technology that aligns AI with human values and enables responsible governance.

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What we offer

Saidot AI Governance Platform

Streamline and automate AI governance with the comprehensive Saidot platform.

Pricing not published

www.saidot.ai/product

AI Compliance Solutions

Gain essential insights for compliance with the EU AI Act.

Pricing not published

www.saidot.ai/compliance/solutions

AI Governance Maturity Calculator

Quickly assess your organisation's AI governance maturity and receive tailored improvement insights.

Pricing not published

www.saidot.ai/insights/ai-governance-maturity-calculator

AI Governance Handbook

Guide to scaling AI responsibly, managing risks, and ensuring compliance.

Pricing not published

www.saidot.ai/insights/ai-governance-handbook

Market segments

Market size by segment

Growth potential (CAGR)

AI governance

0.89 Billion USD45.3% CAGR

Capabilities to define, automate, and enforce AI policies, governance workflows, and produce audit-ready evidence across models, agents, and applications.

Products: Saidot AI Governance Platform, AI Governance Handbook, AI Governance Maturity Calculator

Model risk management

1.5 Billion USD9% CAGR

Functions to inventory models, classify and score model risk, manage controls and third-party model profiles, and propagate risk and controls across linked assets.

Products: Saidot AI Governance Platform, AI Compliance Solutions, AI Governance Maturity Calculator

Regulatory compliance and certification for AI

0.283 Billion USD22% CAGR

Processes and artifacts to prepare for, demonstrate, and maintain compliance with AI-specific regulations and standards (for example the EU AI Act), including third-party validation and certification pathways.

Products: AI Compliance Solutions, AI Governance Handbook, Saidot AI Governance Platform

AI asset inventory and observability

3 Billion USD30% CAGR

Centralised discovery and runtime observability of AI assets and agents, with APIs and integrations to keep an up-to-date inventory, monitor runtime events, and enable auditability.

Products: Saidot AI Governance Platform

More information about our offering

Saidot AI Governance Platform

Saidot AI Governance Platform is a graph-based governance platform that connects your AI inventory to a curated knowledge graph of risks, policies, and controls. The Saidot Graph propagates risks and controls automatically across linked assets. The Saidot Library provides a curated, continuously maintained set of risks, controls, policies, and third-party model profiles. MCP servers let your AI agents read and draft governance work grounded in that curated data. The platform supports agent-first governance, centralized inventory, workflows and integrations, with observability and auditability for governance in production. It integrates with major cloud platforms through REST APIs and is ISO/IEC 27001:2022 certified.

Pricing not published

  • Enables Automatic Governance
    This feature allows agents to perform governance tasks directly, reducing the need for manual intervention.
  • Automates Risk and Control Updates
    Any updates in the assets automatically reflect throughout linked systems, ensuring up-to-date governance.
  • Maintains Complete Overview
    Users can see all linked AI systems, models, datasets, and their respective risks in a single view.
  • Provides Expert-curated Knowledge
    The library includes extensive resources to assist in identifying and managing risks effectively.
  • Connects With Existing Systems
    Integrates seamlessly with various AI and compliance platforms for enhanced functionality.
  • Empowers AI-driven Documentation
    AI agents utilize real-time data to draft and update governance documentation.
  • Enhances Proactive Management
    Enables immediate response to changes in AI behavior and risks, ensuring dynamic governance.

AI Compliance Solutions

AI Compliance Solutions help organizations understand their AI systems' status under the EU AI Act and plan compliance actions effectively. This comprehensive suite offers resources, guidance, and tools to identify risk levels, define roles, and implement necessary strategies to meet compliance standards.

Pricing not published

  • Identify Risk Levels
    Assess your AI system's risk level quickly to ensure compliance with the EU AI Act requirements.
  • Define Your Role
    Clarify your organisation's responsibilities to adhere to the regulatory framework of the EU AI Act.
  • Prepare For Compliance
    This feature equips organizations with crucial knowledge about the requirements of the EU AI Act, ensuring they meet regulatory standards.
  • Facilitate Compliance Action Plans
    Create targeted action plans to address compliance requirements before imposed penalties by regulatory authorities.
  • Implement Compliance Steps
    Offers actionable insights and frameworks that enable organizations to effectively implement compliance strategies.
  • Systematically Classify Risks
    Ensure a structured approach to categorize AI systems into risk levels, aiding compliance and governance.
  • Stay Current With Regulations
    Helps organizations remain informed of evolving regulations and compliance requirements in the AI space.

AI Governance Maturity Calculator

AI Governance Maturity Calculator is a short assessment that measures how well your organisation governs AI. Answer eight questions to get a maturity score and tailored insights across core areas, plus practical guidance on next steps based on your level.

Pricing not published

  • Determine Maturity Score
    Evaluate your governance capabilities in minutes by responding to targeted questions.
  • Gain Practical Insights
    Get tailored advice on improving your AI governance maturity to meet compliance standards.
  • Understand Governance Strengths
    Receive focused feedback that highlights your governance capabilities and weaknesses.

AI Governance Handbook

AI Governance Handbook is a downloadable guide to scaling AI responsibly. It outlines a practical framework for AI governance, covering AI policies, lifecycle management, third-party management, data management, risk and compliance management, roles and responsibilities, tools and resources, and transparency and documentation. It helps teams build trust, manage risk, and embed governance into everyday practice.

Pricing not published

  • Defines AI Policies
    Provides insight into creating effective policies for AI governance and lifecycle management.
  • Ensures Risk Management
    Assists organizations in identifying and mitigating risks while remaining compliant with regulations.
  • Manages Third-party Data
    Guidance on overseeing third-party relationships and data management to protect privacy and security.
  • Clarifies Governance Roles
    Establishes clear roles for individuals involved in AI governance to ensure accountability and transparency.
  • Enhances Transparency
    Provides necessary frameworks for organizations to maintain transparency in AI operations.

Sources

Methodology and sourcing behind the figures and links shown above.

AI governance

Primary search result (MarketsandMarkets) provides a direct estimate for the AI governance market: ~USD 0.89B (2024) rising to USD 5.78B by 2029 with a 45.3% CAGR. Adjacent reports (AI maturity assessment; AI model risk management) show larger, related markets (USD 1.52B in 2025; USD 6.43B in 2025) with lower CAGRs (13–16%), which supports that AI governance is a fast‑growing, specialized segment within broader AI governance/risk markets. The MarketsandMarkets projection is used as the primary estimate for this segment.

Model risk management

No explicit global market size for Model Risk Management (MRM) was found in the provided results. I triangulated an estimate using adjacent market sizing: (a) broad Risk Management Consulting (USD 139.8B, 7.49% CAGR) and Finance & Risk Management Consulting (USD 27.1B, 6.5% CAGR) as upper-bound demand pools for MRM services, and (b) Third-Party Risk Management (USD 8.56B, 13.48% CAGR) as a comparator for specialised risk software/services. MRM is a specialist function focused on banks and insurers (model validation, governance, software and services) and is plausibly a small niche of these broader markets. Using those anchors and sector knowledge about regulatory-driven spend and rising AI/ML validation needs, I estimate a global MRM software+services market of about USD 1.5 billion and a growth potential (CAGR) around 9% driven by regulatory requirements and AI adoption.

Regulatory compliance and certification for AI

Used Precedence Research's AI for security compliance report as the closest explicit market data in the provided results (USD 282.8M in 2026, CAGR 22% to 2035). Because the search results do not contain a direct global figure for the broader "regulatory compliance and certification for AI" segment, I conservatively use that security-compliance market as a proximate baseline and growth proxy given overlapping demand drivers (EU AI Act, rising third‑party validation and certification needs).

AI asset inventory and observability

Estimate uses explicit AI-observability and adjacent markets in the search results. Dynatrace states AI Observability is projected to exceed $10B by 2030 (category-level). Asset-management and edge-AI reports provide adjacent market sizes and growth rates (Europe asset management ~USD 4.65B in 2025; AI edge computing ~USD 24.97B in 2025, CAGR ~20.6%). Treating AI asset inventory & observability as a focused subsegment of AI Observability/asset-management, and assuming faster-than-legacy asset-management growth, a 2025/2026 market around USD 3.0B is consistent with growing to >$10B by 2030 at ~30% CAGR. The 30% CAGR reflects AI-native demand and faster adoption compared with general asset-management (≈10%) and aligns above AI edge (~20%).

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