Safety Scorecards For Artificial Intelligence (AI) Market Report 2026

Safety Scorecards For Artificial Intelligence (AI) Market Overview

• Safety Scorecards For Artificial Intelligence (AI) market size has reached to $2.05 billion in 2025 • Expected to grow to $7.16 billion in 2030 at a compound annual growth rate (CAGR) of 28.4% • Growth Driver: Surge In Growing Focus On Risk Management And Liability Mitigation Fueling The Growth Of The Market Due To Rising Regulatory And Legal Exposure • Market Trend: IBM Launched Automated Governance Tools To Strengthen AI Safety Scorecards • North America was the largest region in 2025 and Asia-Pacific is the fastest growing region.

What Is Covered Under Safety Scorecards For Artificial Intelligence (AI) Market?

Safety scorecards for artificial intelligence (AI) are structured evaluation tools designed to assess, monitor, and communicate the safety, reliability, and ethical compliance of AI systems. They typically track metrics related to bias, robustness, transparency, privacy, and alignment with regulatory or organizational standards. It helps to provide a clear, quantifiable overview of an AI system’s safety performance, enabling stakeholders to identify risks, ensure responsible deployment, and guide continuous improvement. The main components of safety scorecards for artificial intelligence include software and services. Software refers to solutions that enable monitoring, evaluation, and reporting of AI system safety and performance. These solutions can be deployed on premises or in the cloud and are adopted by organizations of different sizes, including large enterprises and small and medium enterprises. Thes are used to various applications such as model evaluation, risk assessment, compliance monitoring, performance benchmarking, and other applications. The solutions serve various end-users banking, financial services and insurance, healthcare, automotive, information technology and telecommunications, government, and other end users.

What Is The Safety Scorecards For Artificial Intelligence (AI) Market Growth Forecast?

The safety scorecards for artificial intelligence (AI) market size is expected to see exponential growth in the next few years. It will grow to $7.16 billion in 2030 at a compound annual growth rate (CAGR) of 28.4%. The growth in the forecast period can be attributed to stronger AI regulation frameworks, growth in responsible AI programs, expansion of enterprise risk scoring tools, rising demand for transparent AI metrics, higher spending on AI safety platforms. Major trends in the forecast period include adoption of AI safety monitoring dashboards, growth in bias and risk scoring tools, expansion of continuous model validation, rising demand for AI compliance reporting, integration of explainability metrics.

What Is The Driver Of The Safety Scorecards For Artificial Intelligence (AI) Market?

The growing emphasis on risk management and liability mitigation is expected to drive the growth of the safety scorecards segment within the artificial intelligence (AI) market. Risk management and liability mitigation involve the systematic identification, assessment, monitoring, and reduction of legal, ethical, financial, and operational risks associated with the deployment of AI systems. Demand for these capabilities is increasing as organizations face heightened regulatory scrutiny and legal accountability for AI-driven decisions that impact consumers, employees, and public safety. Safety scorecards for AI support risk management and liability mitigation by translating complex and often opaque model behaviors into standardized, measurable, and auditable safety metrics. For instance, in October 2025, according to the Harvard Law School Forum on Corporate Governance, a U.S.-based nonprofit research forum, 72% of S&P 500 companies disclosed at least one material AI-related risk in their SEC Form 10-K filings, up from 12% in 2023. Therefore, a growing focus on risk management and liability mitigation is expected to drive the growth of the safety scorecards for the artificial intelligence (AI) market.

Key Players In The Global Safety Scorecards For Artificial Intelligence (AI) Market

Major companies operating in the safety scorecards for artificial intelligence (AI) market are Microsoft Corporation, Google LLC, Amazon Web Services Inc., International Business Machines Corporation, SAS Institute Inc., Anthropic PBC, DataRobot Inc., Credo AI Inc., HiddenLayer Inc., Fiddler AI Inc., Arthur AI Inc., ModelOp Inc., CalypsoAI Corp., Lakera AG, Holistic AI Limited, TruEra Inc., Fairly AI Inc., Robust Intelligence Inc.

Global Safety Scorecards For Artificial Intelligence (AI) Market Trends and Insights

Major companies operating in the safety scorecards for the artificial intelligence (AI) market are focusing on innovations in automated artificial intelligence (AI) monitoring tools, such as continuous AI risk and compliance scoring frameworks, to gain a competitive advantage. Continuous AI risk and compliance scoring frameworks systematically assess AI systems across fairness, transparency, robustness, security, and regulatory alignment by converting complex technical signals into standardized, auditable safety scorecards that support executive oversight and regulatory readiness. For instance, in November 2023, IBM Corporation, a US-based information technology and enterprise software company, launched watsonx.governance, a comprehensive AI governance platform that incorporates safety scorecards and monitoring capabilities. The platform provides organizations with a centralized toolkit to govern, monitor, and manage AI models with enhanced transparency and control. It supports compliance with evolving AI safety and transparency regulations through “nutrition label”-style documentation and proactively identifies risks by monitoring fairness, bias, model drift, and emerging large language model–specific performance metrics. Additionally, watsonx.governance enables consistent oversight across IBM, open-source, and third-party AI models, supporting governance in mixed-model environments.

What Are Latest Mergers And Acquisitions In The Safety Scorecards For Artificial Intelligence (AI) Market?

In September 2025, F5, Inc., a U.S.-based provider of multi-cloud application security, AI runtime governance, and enterprise networking solutions, acquired CalypsoAI for an undisclosed amount. With this acquisition, F5 aims to strengthen its AI security and governance offerings by integrating CalypsoAI’s advanced AI risk assessment, compliance, and safety capabilities, enabling enterprise-grade AI safety scorecards, risk scoring, and adaptive guardrails to ensure responsible, secure AI deployment at scale. CalypsoAI is a U.S.-based provider of AI security and trust solutions, focused on delivering AI risk assessment frameworks, vulnerability insights, and safety evaluation mechanisms that support continuous monitoring and governance of AI systems.

What Defines the Safety Scorecards For Artificial Intelligence (AI) Market?

The safety scorecards for artificial intelligence (AI) market consists of revenues earned by entities by providing services such as safety and reliability evaluation, bias and fairness auditing, compliance and regulatory advisory, performance monitoring and reporting, and model validation and verification. The market value includes the value of related goods sold by the service provider or included within the service offering. The safety scorecards for artificial intelligence (AI) market also includes sales of bias and fairness auditing platforms, compliance and regulatory reporting products, performance monitoring and visualization tools, model validation and verification software, mitigation strategy tools. Values in this market are ‘factory gate’ values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

How is Market Value Defined and Measured?

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

What Key Data and Analysis Are Included in the Safety Scorecards For Artificial Intelligence (AI) Market Report 2026?

The safety scorecards for artificial intelligence (ai) market research report is one of a series of new reports from The Business Research Company that provides market statistics, including industry global market size, regional shares, competitors with the market share, detailed market segments, market trends and opportunities, and any further data you may need to thrive in the safety scorecards for artificial intelligence (ai) industry. The market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future state of the industry.