---
description: Discover and compare AI Governance Tools Applications & Tools for Mac. Capterra is a free interactive tool that lets you quickly narrow down your software selection, contact multiple vendors, and compare platforms for your business.
image: https://gdm-localsites-assets-gfprod.imgix.net/images/capterra/og_logo-e5a8c001ed0bd1bb922639230fcea71a.png?auto=format%2Cenhance%2Ccompress
title: AI Governance Tools for Mac - Price comparison & Reviews - Capterra Singapore 2026
---

Breadcrumb: [Home](/) > [AI Governance Tools for Mac](https://www.capterra.com.sg/directory/34831/ai-governance-tools/software)

# AI Governance Tools

Canonical: https://www.capterra.com.sg/directory/34831/ai-governance-tools/software

> AI governance software provides tools and frameworks to oversee, regulate, and manage the responsible development, deployment, and operation of AI systems, ensuring AI technologies are ethical, transparent, secure, and compliant with legal and regulatory standards through capabilities such as bias detection, risk management, explainability, and compliance monitoring.

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## Products

1. [Docker](https://www.capterra.com.sg/software/148132/docker) — 4.6/5 (538 reviews) — Application development solution that enables businesses to build applications, share container images, and more.
2. [Five9](https://www.capterra.com.sg/software/132405/five9) — 4.2/5 (487 reviews) — Five9 is a cloud-based contact center software that helps organizations deliver exceptional customer experiences.
3. [SonarQube](https://www.capterra.com.sg/software/210481/sonarqube) — 4.5/5 (68 reviews) — Cloud-based and on-premises code quality platform that scans source code for bugs, security vulnerabilities, and coding issues across.
4. [Contractify](https://www.capterra.com.sg/software/187019/contractify) — 4.5/5 (11 reviews) — Europe’s leading AI-driven contract management software provider, with a strong emphasis on user-friendliness.
5. [Drata](https://www.capterra.com.sg/software/218441/drata) — 4.8/5 (6 reviews) — Cloud-based compliance platform that automates control monitoring, evidence collection, multi-framework mapping, and third-party risk.
6. [Dynamo](https://www.capterra.com.sg/software/1042928/dynamo) — 4.7/5 (3 reviews) — Powerful Social \& Community Engagement Automation
7. [Fruggr](https://www.capterra.com.sg/software/1059800/fruggr) (0 reviews) — Fruggr helps companies govern their AI: full visibility into usage, ROI tracking and regulatory compliance in a single platform.
8. [Modulos AI Governance Platform](https://www.capterra.com.sg/software/1070941/Modulos-AI-Governance-Platform) (0 reviews) — Modulos is an AI governance platform that helps organizations manage risks and ensure responsible practices when deploying AI systems.
9. [AI COMPLIANCE SOLUTION](https://www.capterra.com.sg/software/1077412/AI-COMPLIANCE-SOLUTION) (0 reviews) — AI COMPLIANCE SOLUTION is a software aiding organizations in safely and effectively implementing EU AI Act requirements.
10. [Abacus](https://www.capterra.com.sg/software/1087493/Abacus) (0 reviews) — On-prem AI infrastructure tool for regulated industries such as banking, healthcare, and insurance that offers audit trails and more.
11. [CISOGenie](https://www.capterra.com.sg/software/1095794/CISOGenie) (0 reviews) — CISOGenie is a governance, risk, and compliance software that automates compliance, evidence collection, and vendor risk management.
12. [AgenticAssure](https://www.capterra.com.sg/software/1101172/AgenticAssure) (0 reviews) — AgenticAssure is AI governance software that helps enterprises control and test AI systems while ensuring compliance with regulations.
13. [trail ML](https://www.capterra.com.sg/software/1105757/trail-ML) (0 reviews) — trail ML is AI governance and GRC software that automates compliance tasks and manages AI risks across enterprise environments.
14. [Redpanda Data Platform](https://www.capterra.com.sg/software/1106187/Redpanda) (0 reviews) — Redpanda is a data streaming platform that enables real-time data processing with governance controls for AI agents.
15. [Kosmoy](https://www.capterra.com.sg/software/1108088/Kosmoy) (0 reviews) — Enterprise AI governance: inventory, risk assessments, policy controls and continuous monitoring for models and agents.
16. [Colchix](https://www.capterra.com.sg/software/1108435/Colchix) (0 reviews) — Colchix is AI governance software providing European enterprises real-time data protection, visibility, and compliance for AI use.
17. [Fendr Security](https://www.capterra.com.sg/software/1237947/Fendr-Security) (0 reviews) — Fendr Security is a lightweight browser extension that manages and controls employee use of AI tools
18. [Simba Agentic Intelligence](https://www.capterra.com.sg/software/1238059/Simba-Agentic-Intelligence) (0 reviews) — Simba Agentic Intelligence is a software enabling AI tools to securely access enterprise data while enforcing rules during queries.
19. [ReclaimLLM](https://www.capterra.com.sg/software/1238218/ReclaimLLM) (0 reviews) — ReclaimLLM is AI management software that organizes interactions across providers and enables search, cost tracking, and governance.
20. [Truebe.io](https://www.capterra.com.sg/software/1238972/Truebe-io) (0 reviews) — Truebe.io is AI software that prevents hallucinations by requiring human approval of all AI-generated answers before they reach users.
21. [Devart MCP Server Universal](https://www.capterra.com.sg/software/1312137/Devart-MCP-Server-Universal) (0 reviews) — Devart MCP Server Universal securely connects AI tools to databases and cloud services via one self-hosted MCP layer.

## Related Categories

- [Risk Management Software](https://www.capterra.com.sg/directory/30665/risk-management/software)
- [Contract Management Software](https://www.capterra.com.sg/directory/30078/contract-management/software)
- [App Development Software](https://www.capterra.com.sg/directory/30082/application-development/software)
- [Continuous Integration Tools](https://www.capterra.com.sg/directory/31119/continuous-integration/software)
- [Telephony Software](https://www.capterra.com.sg/directory/30084/telephony/software)

## Links

- [View on Capterra](https://www.capterra.com.sg/directory/34831/ai-governance-tools/software)
- [All Categories](https://www.capterra.com.sg/directory)

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AI governance thus becomes a measurable performance driver, rather than an added constraint.","image":"https://images.g2crowd.com/uploads/product/image/7cbc411c5c94721966c15026b367b963/fruggr.png","url":"https://www.capterra.com.sg/software/1059800/fruggr","@type":"ListItem"},{"name":"Modulos AI Governance Platform","position":8,"description":"Modulos AG, founded in 2018, is a Swiss pioneer in Responsible AI Governance and the first AI Governance platform to achieve ISO 42001 certification. With a mission to empower organizations to govern AI products and services responsibly in regulated environments, Modulos streamlines and accelerates the AI compliance process. The platform enables businesses to efficiently manage risks and align with key regulatory frameworks like the EU AI Act, NIST AI RMF, ISO 42001, and more. As a result, Modulos helps clients avoid economic, legal, and reputational risks, fostering trust and long-term success in their AI initiatives.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/6ced98d9-81da-4168-a9ce-e1e9c1cf836c.jpeg","url":"https://www.capterra.com.sg/software/1070941/Modulos-AI-Governance-Platform","@type":"ListItem"},{"name":"AI COMPLIANCE SOLUTION","position":9,"description":"AI COMPLIANCE SOLUTION is a compliance management software that helps organizations implement EU AI Act requirements. The system includes five core components: Compliance AI Checker for determining if AI systems fall under regulatory scope, Compliance AI Assessment for conducting risk analysis, Compliance AI Guardian for real-time compliance monitoring, Compliance AI Training for employee education, and Compliance AI Consulting for implementation guidance. The solution enables businesses to evaluate their AI systems against regulatory requirements, determine risk levels according to AI Act definitions, and maintain ongoing compliance through monitoring tools. The software assists organizations in navigating regulatory challenges while supporting the effective use of artificial intelligence in business operations. The system provides a structured approach to managing AI compliance needs across different risk categories.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/ec57ce37-878f-453a-855c-b8d6e378ff29.png","url":"https://www.capterra.com.sg/software/1077412/AI-COMPLIANCE-SOLUTION","@type":"ListItem"},{"name":"Abacus","position":10,"description":"On-premise AI infrastructure platform designed for regulated industries such as banking, healthcare, and insurance. 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The Control module enforces policies with kill switches, protocol gateways, and tamper-evident feeds. The Test and Prove module uses a five-step workflow to connect models, run tests, and apply safeguards like an AI firewall. The Govern module automates compliance management, risk classification, and drift detection. The Analysis module delivers audit-ready reports aligned with standards such as OWASP and NIST. The Assurance module ensures continuous monitoring for compliance. Trust and transparency are supported by dual hash-chained ledgers, blockchain-anchored results, and cryptographic verification.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/ef821456-b476-46df-9a46-a8f3e14d7540.png","url":"https://www.capterra.com.sg/software/1101172/AgenticAssure","@type":"ListItem"},{"name":"trail ML","position":13,"description":"trail helps organizations govern AI and software at scale by automating compliance busywork. The platform gives enterprises a central AI Registry for tracking and classifying AI use cases, models, vendors, and agents, along with curated compliance frameworks (EU AI Act, ISO/IEC 42001, NIST), AI-specific risk management, automated documentation, and audit-ready evidence. trail's GRC agents additionally automate governance tasks like vendor screening, control assessments, and evidence collection — plugging into existing tools such as Confluence, Jira, ServiceNow, and OneTrust, with humans approving every action. Organizations use trail to deploy trustworthy AI faster while cutting compliance effort in half.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/5158b467-af45-467b-a45d-d1de4dc6977d.png","url":"https://www.capterra.com.sg/software/1105757/trail-ML","@type":"ListItem"},{"name":"Redpanda Data Platform","position":14,"description":"Redpanda is a data streaming platform and agentic data plane for real-time data processing with governance controls for AI agents. The platform combines high-performance infrastructure with governance features to address AI deployment challenges in production environments.\n\nRedpanda Streaming offers Kafka-compatible functionality with a C++ engine and zero dependencies for real-time data streaming. Redpanda Connect provides connectors with YAML pipelines for integration across data sources. Redpanda SQL, a PostgreSQL-compatible OLAP engine, enables real-time analytics on live and historical data.\n\nThe Agentic Data Plane assigns unique agent identities, mediates data access, enforces permissions, and maintains immutable transcripts for audits. Organizations can implement kill switches for budget or rule violations. The platform integrates with AI agent builders and adheres to standards such as Kafka and PostgreSQL.","image":"https://images.g2crowd.com/uploads/product/image/d7c6ef9c6d753a318f75bf426e77a557/redpanda-data-platform.png","url":"https://www.capterra.com.sg/software/1106187/Redpanda","@type":"ListItem"},{"name":"Kosmoy","position":15,"description":"Kosmoy helps enterprise teams govern AI models, applications and agents throughout their lifecycle. Build an AI inventory, assign owners, assess risk and connect policies to ongoing monitoring.\n\nSecurity, risk, compliance and AI platform teams can track usage, costs and activity from shared operational evidence. The AI Gateway applies access controls, guardrails, routing and logging to LLM, MCP and agent-to-agent traffic. Action Capsule adds runtime controls for autonomous agent actions.\n\nDeploy Kosmoy in your own Kubernetes environment, in the cloud or on premises. Use it to connect governance records with controls over production AI. Request a demo to discuss your AI estate and deployment requirements.","image":"https://images.g2crowd.com/uploads/product/image/9b4010fb43972f7efd7ae40c367cd11b/kosmoy.jpg","url":"https://www.capterra.com.sg/software/1108088/Kosmoy","@type":"ListItem"},{"name":"Colchix","position":16,"description":"Colchix is an AI governance platform serving as a sovereign runtime layer between organizations and external AI systems. It helps enterprises manage AI usage while ensuring visibility, protection, and compliance with European regulations. 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Operating as a lightweight browser extension, it offers visibility, guardrails, and auditability for AI interactions without disrupting workflows. Addressing shadow AI adoption, it provides granular controls over AI tools such as ChatGPT and Copilot while preventing unauthorized data exposure. Core features include AI visibility, usage controls, and compliance management. Organizations gain transparency into AI tool usage, block risky actions such as sensitive data uploads, and generate audit-ready logs for regulatory compliance. Fendr Security strikes a balance between blocking AI entirely and allowing unrestricted access. Deployable in minutes via browser extension, it ensures policy enforcement across AI platforms.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/613795b8-8135-4faf-a480-e0108282ab00.jpg","url":"https://www.capterra.com.sg/software/1237947/Fendr-Security","@type":"ListItem"},{"name":"Simba Agentic Intelligence","position":18,"description":"Simba Agentic Intelligence is a governed semantic layer and AI query engine connecting AI tools with enterprise data. The software translates natural-language questions into governed SQL queries executed on live data, ensuring results align with organizational rules and permissions. Simba compiles questions into structured queries, executes them, and provides results with full visibility into query logic and source rows. The platform enforces row and column security, ensuring access aligns with governance policies while keeping data in its original location to address residency and security concerns. The business context layer lets organizations define metrics, relationships, and rules, ensuring AI responses reflect real operations. Simba Agentic Intelligence supports flexible deployment across on-premises, private cloud, or hybrid environments. The software integrates with AI models like ChatGPT and Claude while maintaining governance through API protocols.","image":"https://images.g2crowd.com/uploads/product/image/1238e186480617fcc9555c4bb1ad2036/simba-agentic-intelligence.jpg","url":"https://www.capterra.com.sg/software/1238059/Simba-Agentic-Intelligence","@type":"ListItem"},{"name":"ReclaimLLM","position":19,"description":"ReclaimLLM is an enterprise AI Control Plane that provides complete visibility, cost attribution, and security governance across your engineering organization's AI tool usage.\n\n  As developers adopt AI coding assistants (Claude Code, Codex CLI, Gemini CLI, Cursor), engineering leaders face data leak risks, unmanaged token spend, and lack of audit trails. 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The platform drafts answers from content provided by the organization, and qualified personnel review each response before it becomes available. After approval, the AI cannot generate responses beyond the validated fact library, which maintains factual accuracy. The system includes source citations, confidence scores, and audit logs that track who approved each response and when. For questions outside the knowledge base, the software issues refusals instead of generating fabricated information. Truebe.io supports customer inquiries, scheduling, training, and pre-approved actions. Answers can be corrected or removed instantly from the fact library. This verification model addresses compliance requirements for validated information, human oversight, and traceable outputs.","image":"https://images.g2crowd.com/uploads/product/image/785366b39b10f45e2ecb88582dd2d5a6/truebe-io.png","url":"https://www.capterra.com.sg/software/1238972/Truebe-io","@type":"ListItem"},{"name":"Devart MCP Server Universal","position":21,"description":"Devart MCP Server Universal is a self-hosted platform that enables AI-powered access to databases, cloud services, and ODBC-enabled sources through a unified MCP layer. The software consolidates access to relational databases such as SQL Server, MySQL, Oracle, and PostgreSQL, along with CRM platforms like Salesforce and HubSpot, and ERP systems including Dynamics 365 and QuickBooks Online. The platform eliminates the need for individual MCP servers or custom integrations by providing a single access point for multiple data sources. Compatible with ODBC-enabled sources, the software supports legacy systems and niche platforms. It integrates with MCP-compatible AI tools such as Claude and Visual Studio Code through a consistent MCP layer. Configuration is managed through an interface that supports existing data source names or custom ODBC setups. The self-hosted deployment model provides control over data access permissions and connection management.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/c972de18-a2ba-4304-850d-13d1593e5f18.png","url":"https://www.capterra.com.sg/software/1312137/Devart-MCP-Server-Universal","@type":"ListItem"}],"numberOfItems":21}
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