Saidot Ltd.
UnclaimedGraph-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/productAI Compliance Solutions
Gain essential insights for compliance with the EU AI Act.
Pricing not published
www.saidot.ai/compliance/solutionsAI 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-calculatorAI Governance Handbook
Guide to scaling AI responsibly, managing risks, and ensuring compliance.
Pricing not published
www.saidot.ai/insights/ai-governance-handbookMarket segments
Market size by segment
Growth potential (CAGR)
AI governance
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
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
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
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 GovernanceThis feature allows agents to perform governance tasks directly, reducing the need for manual intervention.
- Automates Risk and Control UpdatesAny updates in the assets automatically reflect throughout linked systems, ensuring up-to-date governance.
- Maintains Complete OverviewUsers can see all linked AI systems, models, datasets, and their respective risks in a single view.
- Provides Expert-curated KnowledgeThe library includes extensive resources to assist in identifying and managing risks effectively.
- Connects With Existing SystemsIntegrates seamlessly with various AI and compliance platforms for enhanced functionality.
- Empowers AI-driven DocumentationAI agents utilize real-time data to draft and update governance documentation.
- Enhances Proactive ManagementEnables 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 LevelsAssess your AI system's risk level quickly to ensure compliance with the EU AI Act requirements.
- Define Your RoleClarify your organisation's responsibilities to adhere to the regulatory framework of the EU AI Act.
- Prepare For ComplianceThis feature equips organizations with crucial knowledge about the requirements of the EU AI Act, ensuring they meet regulatory standards.
- Facilitate Compliance Action PlansCreate targeted action plans to address compliance requirements before imposed penalties by regulatory authorities.
- Implement Compliance StepsOffers actionable insights and frameworks that enable organizations to effectively implement compliance strategies.
- Systematically Classify RisksEnsure a structured approach to categorize AI systems into risk levels, aiding compliance and governance.
- Stay Current With RegulationsHelps 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 ScoreEvaluate your governance capabilities in minutes by responding to targeted questions.
- Gain Practical InsightsGet tailored advice on improving your AI governance maturity to meet compliance standards.
- Understand Governance StrengthsReceive 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 PoliciesProvides insight into creating effective policies for AI governance and lifecycle management.
- Ensures Risk ManagementAssists organizations in identifying and mitigating risks while remaining compliant with regulations.
- Manages Third-party DataGuidance on overseeing third-party relationships and data management to protect privacy and security.
- Clarifies Governance RolesEstablishes clear roles for individuals involved in AI governance to ensure accountability and transparency.
- Enhances TransparencyProvides 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%).
- Saidot Ltd.
- Saidot AI Governance Platform
- AI Compliance Solutions
- AI Governance Maturity Calculator
- AI Governance Handbook
- grow from USD 0.89 billion in 2024 to USD 5.78 billion by 2029, CAGR 45.3%.
- AI maturity assessment market size USD 1.52 billion in 2025; forecast USD 5.38 billion by 2035, CAGR 13.48%.
- AI Model Risk Management market US$6.43 billion in 2025; projected US$28.54 billion by 2035, CAGR 16.2%.
- 2025 · Base yearUSD 139.78 billion ... Compound annual growth7.49%.
- Market Value (2025) USD 27.1 billion ... Forecast CAGR (2025–2035) 6.5%.
- The global Third-Party Risk Management Market size was valued at USD 8.56 billion in 2024 ... CAGR of 13.48% between 2025 and 2030.
- USD 282.80 million in 2026; forecast to USD 1,693.21 million by 2035 at a CAGR of 22.00%.
- "AI Observability ... projected to exceed $10 billion by 2030"
- "The Artificial Intelligence Edge Computing Market was valued at US$ 24.97 Billion in 2025; CAGR 2026-2034 20.62 %"
- "The Europe Asset Management System Market was valued at $4652.5 Million in 2025 ... CAGR of 10.3%"
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