---
description: Discover the best AI Governance Tools in New Zealand. Compare top AI Governance Tools tools with customer reviews, pricing and free demos.
image: https://gdm-localsites-assets-gfprod.imgix.net/images/software_advice/og_logo-55146305bbe7b450bea05c18e9be9c9a.png
title: Best AI Governance Tools in New Zealand - 2026 Reviews, Pricing & Demos
---

Breadcrumb: [Home](/) > [AI Governance Tools](https://www.softwareadvice.co.nz/directory/5373/ai-governance-tools/software)

# AI Governance Tools

Canonical: https://www.softwareadvice.co.nz/directory/5373/ai-governance-tools/software

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## Products

1. [Zapier](https://www.softwareadvice.co.nz/software/163639/zapier) — 4.7/5 (3069 reviews) — Zapier is an AI orchestration platform designed to automate workflows, agents, and apps across a wide range of applic...
2. [Docker](https://www.softwareadvice.co.nz/software/430741/docker) — 4.6/5 (538 reviews) — Docker is an on-premise and cloud-based application development platform that helps businesses build, test and share ...
3. [JumpCloud](https://www.softwareadvice.co.nz/software/180508/jumpcloud-directory-as-a-service) — 4.6/5 (293 reviews) — JumpCloud Directory-as-a-Service is an IT Management software, which helps businesses of all sizes manage devices or ...
4. [LogicGate Risk Cloud](https://www.softwareadvice.co.nz/software/35162/logicgate) — 4.7/5 (83 reviews) — LogicGate Risk Cloud is a no-code governance, risk, and compliance (GRC) platform that scales and adapts to the chang...
5. [SonarQube](https://www.softwareadvice.co.nz/software/182719/sonarqube) — 4.5/5 (68 reviews) — SonarQube is the industry leader in automated code review, serving as the verification layer for code quality and sec...
6. [Darktrace](https://www.softwareadvice.co.nz/software/307875/darktrace) — 4.6/5 (21 reviews) — Darktrace is a global leader in AI for cybersecurity that keeps organizations ahead of the changing threat landscape ...
7. [MineOS](https://www.softwareadvice.co.nz/software/384321/MineOS) — 4.3/5 (20 reviews) — The first business platform that is dedicated to data privacy operations while placing consumers and UX at the center...
8. [Radar Privacy](https://www.softwareadvice.co.nz/software/332887/radar) — 4.6/5 (8 reviews) — RadarFirst’s award-winning incident management platform is trusted by organizations in heavily regulated industries t...
9. [Drata](https://www.softwareadvice.co.nz/software/359648/drata) — 4.8/5 (6 reviews) — Designed for businesses in healthcare, insurance, technology and other industries, Drata is a cloud-based compliance ...
10. [Deeploy](https://www.softwareadvice.co.nz/software/503848/Deeploy) — 5.0/5 (3 reviews) — Deeploy is an AI governance platform designed to centralize AI models, use cases, and agents within a single system. ...
11. [Fruggr](https://www.softwareadvice.co.nz/software/433364/fruggr) (0 reviews) — Fruggr is a SaaS solution that helps companies manage their sustainable digital transition. It assesses the environme...
12. [Ethyca](https://www.softwareadvice.co.nz/software/305791/ethyca) (0 reviews) — Ethyca powers enterprises with a trusted data layer for AI. It is a data infrastructure platform that unifies privacy...
13. [Modulos AI Governance Platform](https://www.softwareadvice.co.nz/software/523118/Modulos-AI-Governance-Platform) (0 reviews) — Modulos AI Governance Platform is a cloud-based solution that helps organizations manage AI regulations. It combines ...
14. [GoRules](https://www.softwareadvice.co.nz/software/525210/GoRules) (0 reviews) — Every company keeps two copies of its business logic: a document people read and code that runs. They drift. GoRules ...
15. [CalypsoAI Toolkit](https://www.softwareadvice.co.nz/software/499496/CalypsoAI) (0 reviews) — F5 AI Guardrails is a security platform designed to define and enforce data security, threat management, and governan...
16. [Enkrypt AI](https://www.softwareadvice.co.nz/software/529208/Enkrypt-AI) (0 reviews) — Enkrypt AI is a security platform designed to protect artificial intelligence systems from threats, vulnerabilities, ...
17. [FairNow](https://www.softwareadvice.co.nz/software/530403/FairNow) (0 reviews) — FairNow is an AI governance software platform designed to centralize the management, compliance, and risk monitoring ...
18. [ModelOp](https://www.softwareadvice.co.nz/software/526176/ModelOp) (0 reviews) — ModelOp is an enterprise platform designed to manage and deploy artificial intelligence assets across organizations. ...
19. [Privacy Center](https://www.softwareadvice.co.nz/software/385639/privacy-center) (0 reviews) — Privacy Center is a privacy management platform designed to help organizations establish and maintain compliance with...
20. [Saidot](https://www.softwareadvice.co.nz/software/499773/Saidot) (0 reviews) — Saidot is an AI governance platform designed to manage AI risks and meet regulatory requirements as AI implementation...
21. [Credo AI](https://www.softwareadvice.co.nz/software/558358/Credo-AI) (0 reviews) — Credo AI is a platform designed to support the governance of artificial intelligence systems throughout their lifecyc...
22. [Redpanda](https://www.softwareadvice.co.nz/software/558364/Redpanda) (0 reviews) — Redpanda is a data streaming platform designed to support AI agents in production environments while ensuring governa...
23. [Qadar AI](https://www.softwareadvice.co.nz/software/558137/Qadar-AI) (0 reviews) — Qadar AI is an AI security, control and governance platform for teams that have adopted AI faster than they can gover...
24. [Grip Security](https://www.softwareadvice.co.nz/software/560140/Grip-Security) (0 reviews) — Grip Security is a SaaS and AI security platform that gives organizations visibility, governance, and control across ...
25. [AgenticAssure](https://www.softwareadvice.co.nz/software/553349/AgenticAssure) (0 reviews) — AgenticAssure is an independent AI governance and assurance layer for organizations deploying AI applications, agents...

## Related Categories

- [Artificial Intelligence (AI) Software](https://www.softwareadvice.co.nz/directory/4360/artificial-intelligence/software)
- [Governance, Risk and Compliance (GRC)](https://www.softwareadvice.co.nz/directory/3843/grc/software)
- [Static Application Security Testing (SAST) Software](https://www.softwareadvice.co.nz/directory/4429/sast/software)
- [Data Privacy Software](https://www.softwareadvice.co.nz/directory/4523/data-privacy/software)
- [Machine Learning Software](https://www.softwareadvice.co.nz/directory/4358/machine-learning/software)

## Links

- [View on SoftwareAdvice](https://www.softwareadvice.co.nz/directory/5373/ai-governance-tools/software)
- [All Categories](https://www.softwareadvice.co.nz/directory)

## This page is available in the following languages

| Locale | URL |
| de | <https://www.softwareadvice.de/directory/5373/ai-governance-tools/software> |
| en | <https://www.softwareadvice.com/category/5373-ai-governance-tools/> |
| en-AU | <https://www.softwareadvice.com.au/directory/5373/ai-governance-tools/software> |
| en-GB | <https://www.softwareadvice.co.uk/directory/5373/ai-governance-tools/software> |
| en-IE | <https://www.softwareadvice.ie/directory/5373/ai-governance-tools/software> |
| en-NZ | <https://www.softwareadvice.co.nz/directory/5373/ai-governance-tools/software> |
| fr | <https://www.softwareadvice.fr/directory/5373/ai-governance-tools/software> |

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JumpCloud Directory-as-a-Service provides single sign-on functionality to access various applications including Slack, Zendesk, Meraki, GitHub, Dropbox, and more. Additionally, enables managers to monitor employees’ activities across multiple endpoints.\n\n\nJumpCloud Directory-as-a-Service offers an application programming interface (API), which lets businesses integrate the system with several third-party applications such as G-Suite, Azure Active Directory, Workday, and more. 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Additionally, it builds a centralized view of assets, risks and controls; unlocks a proactive risk management strategy; quantifies and communicates risk within the business context; and connects to the risk management ecosystem.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/0ea5b5ff-dcbf-4e53-b955-453bddd1ca29.jpeg","url":"https://www.softwareadvice.co.nz/software/35162/logicgate","@type":"ListItem"},{"name":"SonarQube","position":5,"description":"SonarQube is the industry leader in automated code review, serving as the verification layer for code quality and security in the AI-powered SDLC. SonarQube reviews AI code and developer code, ensuring it is secure, reliable, and maintainable. Available through SaaS or self-managed deployment, SonarQube automatically analyzes pull and merge requests, providing developers with clear, actionable feedback and AI-driven fixes before code is merged. Rooted in the open source community, Sonar is trusted by 7M+ developers globally, including teams at Snowflake, Booking.com, Deutsche Bank, AstraZeneca, and Ford Motor Company.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/f45c49bb-a722-495f-8c4c-b1b8bb5009fe.png","url":"https://www.softwareadvice.co.nz/software/182719/sonarqube","@type":"ListItem"},{"name":"Darktrace","position":6,"description":"Darktrace is a global leader in AI for cybersecurity that keeps organizations ahead of the changing threat landscape every day. Founded in 2013, Darktrace provides the essential cybersecurity platform protecting organizations from unknown threats using its proprietary AI that learns from the unique patterns of life for each customer in real-time. The Darktrace ActiveAI Security Platform™ delivers a proactive approach to cyber resilience with pre-emptive visibility into security posture, real-time threat detection, and autonomous response – securing the business across cloud, email, identities, operational technology, endpoints, and network. Breakthrough innovations from our R&D teams in Cambridge, UK, and The Hague, Netherlands have resulted in over 200 patent applications filed. Darktrace’s platform and services are supported by over 2,400 employees around the world who protect nearly 10,000 customers across all major industries globally.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/c32604d5-57d2-45db-b8ce-a4592ee5ffdb.png","url":"https://www.softwareadvice.co.nz/software/307875/darktrace","@type":"ListItem"},{"name":"MineOS","position":7,"description":"The first business platform that is dedicated to data privacy operations while placing consumers and UX at the center. \n- Fastest DSR and DSAR facilitation flow in the market. \n- AI-powered discovery, control & data type classification of data sources.\n- Instantly reduce privacy risks and get peace of mind. \n- No-code integrations with your company's data sources \n- Simplify compliance with privacy regulations such as GDPR, CCPA, and more.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/8d338ba4-9909-432c-9ec8-9fc702cb6a0d.png","url":"https://www.softwareadvice.co.nz/software/384321/MineOS","@type":"ListItem"},{"name":"Radar Privacy","position":8,"description":"RadarFirst’s award-winning incident management platform is trusted by organizations in heavily regulated industries to accelerate efficiency, reduce privacy risk and simplify compliance with global data breach laws.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/f5a35fbf-9113-4521-b415-a97ee326c1d0.png","url":"https://www.softwareadvice.co.nz/software/332887/radar","@type":"ListItem"},{"name":"Drata","position":9,"description":"Designed for businesses in healthcare, insurance, technology and other industries, Drata is a cloud-based compliance automation software that helps businesses regulate operational audit processes, mitigate business risks and more. The solution enables users to collect evidence, automate policy implementation and track asset statuses. It also helps members respond to requests, answer auditor questions and facilitate collaboration with compliance experts on a unified platform. Key features include third-party integration, risk assessment, trust center, policy management, audit planning, security reviews and more.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/a0da2f42-4b5f-478a-b1c6-707bae57b6f9.png","url":"https://www.softwareadvice.co.nz/software/359648/drata","@type":"ListItem"},{"name":"Deeploy","position":10,"description":"Deeploy is an AI governance platform designed to centralize AI models, use cases, and agents within a single system. It provides visibility, risk control, monitoring, and automated audit trails to help organizations oversee their AI systems and meet regulatory requirements. The platform is used in industries such as banking, insurance, healthcare, manufacturing, and cybersecurity.\n\nIt includes control frameworks that align with standards such as ISO 42001 and NIST AI RMF, with options to create custom frameworks for specific organizational needs. Its compliance features automate tasks such as evidence collection and compliance checks. The platform’s AI discovery and onboarding functionality connects with various AI platforms to address gaps in oversight. Agent governance tools allow organizations to register, trace, and manage AI agents, with safeguards for large language model outputs.\n\nReal-time monitoring tracks model performance and detects anomalies or drift, providing alerts when issues arise. A centralized AI registry offers a unified view of all AI systems, enabling management without requiring system migration. Built-in explainability features and automated audit trails support transparency and compliance efforts.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/dd364fec-5e2e-4258-97e9-9b7e81105275.png","url":"https://www.softwareadvice.co.nz/software/503848/Deeploy","@type":"ListItem"},{"name":"Fruggr","position":11,"description":"Fruggr is a SaaS solution that helps companies manage their sustainable digital transition. It assesses the environmental and social impact of your digital ecosystem, and provides personnalized recommendations to activate concrete levers for improvement.\n\nOur mission is clear: to support your company's sustainable digital approach with a powerful tool featuring precise indicators. Fruggr enables you to take tangible action to reduce your environmental footprint, improve your social impact and make your digital services more accessible. Our goal: a digital environment that marries sobriety, high-performance and accessibility. digital world accessible to the greatest number.\n\nFruggr goes beyond a simple carbon analyze: our platform facilitates the centralization of your digital data, enabling you to track improvements on your environmental, social and sobriety scores in real time. \nBy simplifying access to reliable ESG indicators, our platform enables companies not only to meet their CSR and extra-financial objectives, but also to define a solid and sustainable digital transition strategy.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/88c8a439-6ad9-448c-8bbf-a1a457782e44.png","url":"https://www.softwareadvice.co.nz/software/433364/fruggr","@type":"ListItem"},{"name":"Ethyca","position":12,"description":"Ethyca powers enterprises with a trusted data layer for AI. It is a data infrastructure platform that unifies privacy, governance, and AI oversight into a single system of control. Built on Fides, the leading open-source privacy engineering framework, Ethyca provides capabilities for consent orchestration, data mapping, classification, real-time policy enforcement, and AI model governance. Its modular system enables organizations to operationalize compliance and build scalable trust infrastructure across teams and jurisdictions.\n\nDesigned for legal, engineering, governance, and data teams, Ethyca simplifies complex regulatory requirements while preparing enterprises to safely adopt AI. Industry leaders in financial services, healthcare, media, and software use Ethyca to automate privacy operations, reduce risk, and ensure data is governed consistently from collection to AI inference.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/a79435e3-879e-4ce9-804f-3d00f02b337d.png","url":"https://www.softwareadvice.co.nz/software/305791/ethyca","@type":"ListItem"},{"name":"Modulos AI Governance Platform","position":13,"description":"Modulos AI Governance Platform is a cloud-based solution that helps organizations manage AI regulations. It combines vertical and horizontal approaches to address the challenges of adhering to multiple frameworks, managing risks and fostering ethical AI deployment. It provides an AI catalog with risk classification, allowing organizations to categorize their AI projects by risk levels and compliance status.\n\nModulos AI Governance Platform also integrates AI frameworks, requirements, risks and controls, enabling the enforcement of policies and enhancing overall AI governance. Additionally, it incorporates an AI risk management system that aligns with industry standards, providing continuous and customizable risk assessment throughout the AI lifecycle.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/6ced98d9-81da-4168-a9ce-e1e9c1cf836c.jpeg","url":"https://www.softwareadvice.co.nz/software/523118/Modulos-AI-Governance-Platform","@type":"ListItem"},{"name":"GoRules","position":14,"description":"Every company keeps two copies of its business logic: a document people read and code that runs. They drift. GoRules keeps one copy. Rules read like sentences, live in visual graphs or policy documents, and ship with reviews, releases, and tests. The open-source ZEN engine (MIT, Rust) answers your API, your agents, and your batch jobs in about 10 microseconds. An AI copilot builds and explains rules; people release. Cloud, self-hosted, or embedded.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/c078bc7c-f762-4d7d-b66b-28b01222db0e.png","url":"https://www.softwareadvice.co.nz/software/525210/GoRules","@type":"ListItem"},{"name":"CalypsoAI Toolkit","position":15,"description":"F5 AI Guardrails is a security platform designed to define and enforce data security, threat management, and governance controls for AI models, applications, and agents. It is used by organizations in regulated industries such as banking, healthcare, and the public sector to secure AI systems from initial development to production deployment. The platform helps protect generative AI workloads from evolving threats while supporting compliance with industry regulations.\n\nThe platform includes defenses against prompt injection and jailbreak attacks, supported by a threat library containing thousands of attack patterns updated regularly through F5 Labs research. Its model-agnostic policy enforcement works across a wide range of public and proprietary AI models. Organizations can create custom guardrails using a natural language interface tailored to specific use cases, regions, and industries. Pre-built compliance controls address requirements such as PII protection, EU AI Act alignment, PCI, PHI, GDPR, and HIPAA. Semantic data security features help prevent sensitive information from being exposed during AI interactions. Protections for AI agents enforce restrictions on actions and tool usage to prevent privilege escalation. Content moderation tools block outputs that are toxic, biased, or harmful based on enterprise-defined criteria.\n\nThe platform supports deployment in public cloud environments, private cloud, on-premises, and air-gapped setups. It includes audit-ready logging that tracks enforcement actions with detailed analysis and guardrail attribution. A centralized dashboard provides monitoring of metrics, usage trends, and enforcement actions, with options to export data to external systems. The platform offers visibility into system prompts, instructions, model reasoning, and tool usage for single or multi-agent systems.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/afd4faef-a67c-4b9d-86ba-4ea3e2a14dfe.jpeg","url":"https://www.softwareadvice.co.nz/software/499496/CalypsoAI","@type":"ListItem"},{"name":"Enkrypt AI","position":16,"description":"Enkrypt AI is a security platform designed to protect artificial intelligence systems from threats, vulnerabilities, and compliance risks. It is used by enterprises deploying customer-facing AI agents, organizations developing AI-powered applications, and companies managing regulatory requirements such as the EU AI Act and NIST frameworks. The platform helps security teams, AI architects, and development teams maintain control over AI deployments.\n\nThe platform includes features such as Agent Guardrails for runtime protection to address threats in real time, Agent Red Teaming for continuous adversarial testing, and an Agent Policy Engine that automates enforcement of policies and regulations. Additional tools include AI Data Risk Audit for analyzing data, fine-tunes, and embeddings, MCP Gateway and Scanner for securing Model Context Protocol servers, and real-time monitoring for insights into AI risk and compliance. It also includes an LLM Safety Leaderboard that evaluates and ranks frontier models based on safety, reliability, and compliance metrics.\n\nEnkrypt AI addresses challenges such as prompt injection, jailbreaking, data leakage, model inversion, adversarial attacks, policy violations, hallucinations, bias, toxic content generation, and unmonitored agent actions. It supports multi-modal AI applications by safeguarding both text and image outputs. The platform provides visibility into AI assets, automates compliance processes, and generates evidence of security controls for audits. It adapts to emerging threats through continuous learning and offers explainability for AI behaviors and decisions.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/ca798bcd-4bd2-4080-9c45-940d48b1a231.jpeg","url":"https://www.softwareadvice.co.nz/software/529208/Enkrypt-AI","@type":"ListItem"},{"name":"FairNow","position":17,"description":"FairNow is an AI governance software platform designed to centralize the management, compliance, and risk monitoring of artificial intelligence systems within organizations. It is intended for enterprises managing complex AI regulatory requirements, particularly those deploying multiple AI models and agentic systems. The platform is used to oversee AI operations, including implementations from major vendors and addressing challenges such as shadow AI.\n\nThe software provides automated AI model intake and tracking through pre-configured workflows that consolidate reviews and approvals in one location. It supports compliance with various frameworks such as the EU AI Act, ISO 42001, and NIST AI RMF, enabling organizations to manage multiple regulatory requirements. The platform links AI models to relevant policies, risks, and controls, offering risk scoring with suggested control mappings and mitigation steps.\n\nFairNow includes real-time monitoring features to track evolving AI risks and data integrity issues. It helps organizations build detailed AI model inventories and maintain oversight of third-party AI implementations. The platform is designed to support broader governance, risk, and compliance efforts by enhancing security measures and establishing AI controls across enterprise environments.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/ff9f28e1-f44a-4db3-bcfb-5c2c697352be.png","url":"https://www.softwareadvice.co.nz/software/530403/FairNow","@type":"ListItem"},{"name":"ModelOp","position":18,"description":"ModelOp is an enterprise platform designed to manage and deploy artificial intelligence assets across organizations. It provides a centralized system for overseeing machine learning models, generative AI, agentic AI, and vendor AI solutions within a unified operational framework. The platform supports enterprise teams involved in technology, governance, risk, compliance, and business functions to manage AI portfolios at scale.\n\nThe platform includes an AI Delivery Engine called MADE, which facilitates automated lifecycle management through workflows. These workflows connect IT teams, business stakeholders, AI owners, and compliance personnel within a shared operational framework. Embedded governance controls enforce policies during delivery, reducing the need for manual oversight. An agentic-powered framework supports AI agents in executing end-to-end lifecycle workflows. The system also provides operational insights, offering visibility into costs, risk metrics, and return on investment across AI initiatives.\n\nModelOp functions as an interoperable layer that works with existing enterprise systems for AI development, execution, data management, governance, risk and compliance, IT service management, and AI security. It generates audit-ready compliance evidence aligned with regulatory requirements and organizational policies. The platform enables centralized oversight of AI portfolios while allowing organizations to maintain their existing technology and operational processes.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/2db9bb9f-e184-4825-bd2c-d13b72c40f99.png","url":"https://www.softwareadvice.co.nz/software/526176/ModelOp","@type":"ListItem"},{"name":"Privacy Center","position":19,"description":"Privacy Center is a privacy management platform designed to help organizations establish and maintain compliance with global privacy regulations. It supports businesses in managing consumer data rights and preferences across websites, mobile applications, and other digital properties.\n\nThe platform includes tools for first-party consent management, enabling the capture and coordination of consumer preferences across various systems. It also offers third-party tracking consent features, such as auto-blocking scripts and reverse IP detection, to support compliance efforts. Automated tools assist with managing individual data rights, including requests for access, deletion, and correction. Privacy notices update dynamically based on changes to consent and data mapping. Features such as Do Not Sell and Do Not Track functionality ensure consumer opt-out preferences are respected.\n\nPrivacy Center includes APIs, JavaScript implementations, and no-code workflows to simplify privacy operations. It provides automatic identity verification to prevent fraud and includes regulatory guidance for fulfilling compliance requests. The platform can scan websites to generate customizable cookie banners based on activity. It also supports privacy management across multiple channels and jurisdictions.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/31eb55aa-9f6f-492e-b055-4f1f760c04d6.png","url":"https://www.softwareadvice.co.nz/software/385639/privacy-center","@type":"ListItem"},{"name":"Saidot","position":20,"description":"Saidot is an AI governance platform designed to manage AI risks and meet regulatory requirements as AI implementations evolve. It is built on a knowledge graph architecture that connects AI systems, models, agents, and datasets. The platform is suitable for organizations across various industries, including AI teams, legal and compliance teams, and business leadership.\n\nThe platform includes an expert-curated library with a wide range of AI risks and controls. It automatically recommends relevant governance elements based on system classifications. Its knowledge graph structure allows for risk and control inheritance, ensuring governance applied at one level flows to connected systems. The platform features agent-first governance capabilities, enabling automation of governance tasks while maintaining human oversight. Runtime monitoring ingests observability events from AI systems to trigger real-time governance actions.\n\nSaidot provides scored risk assessments with likelihood and impact ratings. It supports automated compliance workflows aligned with the EU AI Act and numerous international standards. The platform auto-generates testing and red teaming plans, with results informing governance decisions. It maintains audit-ready documentation with built-in review workflows and generates transparency reports from live governance data. Organizations can centralize their AI inventory, track systems through their lifecycles, and view risk posture across portfolios in a single view.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/80643f77-7f07-4d1c-a21b-9cf6dc0c1e8c.jpeg","url":"https://www.softwareadvice.co.nz/software/499773/Saidot","@type":"ListItem"},{"name":"Credo AI","position":21,"description":"Credo AI is a platform designed to support the governance of artificial intelligence systems throughout their lifecycle. It is used by organizations in sectors such as insurance, financial services, healthcare, and government to manage AI models, applications, agents, and vendors while adhering to regulatory requirements. The platform addresses the complexities of overseeing autonomous AI systems that operate at scale and make rapid decisions.\n\nThe platform includes an AI Registry that identifies and catalogs AI systems, with features such as shadow AI detection and dependency mapping. Its Risk Intelligence functionality provides ongoing, contextual risk assessments using a library of controls designed to address issues such as tool misuse, scope drift, and inter-agent risks. A Policy Engine translates governance policies into code and includes pre-built policy packs aligned with frameworks such as the EU AI Act, NIST AI RMF, and ISO 42001.\n\nCredo AI uses a Governance Knowledge Graph to combine regulatory intelligence with business-specific context. It supports governance across the design, development, and production stages, offering runtime monitoring that collects evidence through existing observability and security tools. The platform automates compliance mapping, evidence collection, and the creation of audit-ready documentation, while maintaining awareness of industry, regional, and use-case-specific requirements.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/9af4488f-8e02-4260-86d2-120f43bb4c5d.jpeg","url":"https://www.softwareadvice.co.nz/software/558358/Credo-AI","@type":"ListItem"},{"name":"Redpanda","position":22,"description":"Redpanda is a data streaming platform designed to support AI agents in production environments while ensuring governance and control over enterprise data. It is used in industries such as financial services, technology, manufacturing, media, gaming, and cybersecurity that require real-time data infrastructure for critical operations. The platform enables systems where AI agents can access and act on data with full visibility and control over their behavior.\n\nThe platform includes a Kafka-compatible streaming engine built in C++ with no external dependencies, enabling real-time data movement between systems. Redpanda Connect supports hundreds of connectors for integrating various data sources and sinks through YAML-based pipelines. Redpanda SQL, a PostgreSQL-compatible distributed OLAP engine, allows querying of live and historical data for real-time analytics. The agentic data plane provides governance features such as identity management, task-specific permissions, and centralized policy enforcement. It also includes immutable transcripts of agent interactions, inputs, outputs, and tool usage for explainability. Additional controls include a kill switch for halting agents, guardrails for data access, and token budget enforcement.\n\nThe platform supports deployment across any cloud infrastructure and works with various AI models. It is built on open standards such as Kafka, A2A, MCP, and Postgres protocols. Components such as the MCP Gateway and AI Gateway enable secure routing and connection of AI agents to multiple data sources. Security and governance controls are implemented at the infrastructure level, supporting policy enforcement and resource management for AI deployments.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/7b3ee0e5-8892-43c3-9d79-4ed09712d490.jpeg","url":"https://www.softwareadvice.co.nz/software/558364/Redpanda","@type":"ListItem"},{"name":"Qadar AI","position":23,"description":"Qadar AI is an AI security, control and governance platform for teams that have adopted AI faster than they can govern it. If your people already rely on ChatGPT, Claude, Gemini, Copilot and a growing list of other tools — but no one can say exactly which tools are in use, what data goes into them, or whether any of it would survive an audit — Qadar gives you that control layer without slowing anyone down.\n\nIt is built for browser-first knowledge-work companies (typically 50–250 employees) in consulting, professional services and tech-enabled B2B: organizations that feel real shadow-AI and compliance pressure but have no dedicated in-house AI-security team. Qadar is deliberately lean to deploy — no rip-and-replace platform project.\n\nHow Qadar helps:\n• See AI usage clearly — automatic shadow-AI discovery across the browser (27+ recognized AI apps) with a live inventory of who uses what.\n• Enforce policy at the moment of use — inspect prompts and uploads before they reach an AI tool and allow, warn, block, require justification, or redact sensitive data on-device.\n• Control access across model providers and workflows from one central policy engine.\n• Stay audit-ready — a complete, timestamped audit trail of AI usage and enforcement, plus an AI registry with risk scoring for EU AI Act and GDPR readiness.\n\nTwo products are shipped and in use today: Shield Control, the central admin console for discovery, policy and audit; and Shield Web, the browser extension that performs on-device inspection and enforcement. Shield Desktop (macOS/Windows), Shield Mobile and a Control Gateway for API, agent and MCP governance are on the roadmap.\n\nPrivacy-first by design: sensitive content is inspected on the device and never leaves it — only governance metadata reaches your own workspace. SSO (Google OAuth), MFA/TOTP and role-based administration are built in.\n\nTypical buyers are the COO or Head of Operations who owns AI-usage risk, with Head of IT as technical validator and, where relevant, a DPO or compliance lead. Support includes guided onboarding, a help center and direct contact with the Qadar team.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/950c35ac-d524-4a36-8901-93364feb91e4.jpg","url":"https://www.softwareadvice.co.nz/software/558137/Qadar-AI","@type":"ListItem"},{"name":"Grip Security","position":24,"description":"Grip Security is a SaaS and AI security platform that gives organizations visibility, governance, and control across SaaS and artificial intelligence application ecosystems. The platform addresses shadow IT and unmanaged SaaS applications through identity-driven security controls that help enterprises discover, assess, and mitigate risk across the application landscape. Grip Security serves organizations in finance, insurance, advertising, and technology that manage large enterprise environments with complex application portfolios. The solution is designed for security teams, chief information security officers, and IT administrators who need advanced capabilities to manage the security posture of business-critical applications while preserving operational efficiency and supporting innovation.\n\nThe platform identifies all SaaS and AI applications in use, including shadow SaaS operating outside traditional security controls. It builds application inventories and links assets to specific user identities, creating a foundation for governance that allows security teams to trace, contain, and explain exposure and risk.\n\nGrip Security provides unified Security Posture Management across both SaaS (SSPM) and AI (AI-SPM) environments, helping organizations continuously assess, monitor, and improve their security configurations. The platform identifies misconfigurations, excessive permissions, risky settings, and policy gaps across business-critical applications and AI platforms, then prioritizes findings based on identity context and risk. With continuous monitoring, guided remediation, and automated policy enforcement, Grip helps security teams strengthen their SaaS and AI security posture, reduce exposure, and maintain compliance as adoption continues to grow.\n\nIts identity threat detection and response capabilities help prevent, detect, and respond to identity-based threats in near real time. Risk evaluation assesses applications across multiple factors so organizations can prioritize remediation according to risk level. The platform provides flexible mitigation options through built-in workflows or integrations with external tools, allowing security teams to manage risk according to operational requirements.\n\nSpecialized AI security capabilities help organizations identify AI applications, assess business justification, and reduce shadow AI risk without impeding innovation. Additional features include credential hygiene controls that reduce breach risk from weak credentials, application permission management that closes security gaps, and automated access revocation when employees leave or change roles. MFA and single sign-on coverage help extend consistent authentication controls across the application ecosystem.\n\nGrip Security integrates with third-party platforms and enterprise systems to support security orchestration and workflow automation. The platform connects with identity and access management solutions such as SailPoint for identity governance and incorporates security data into IT service management and configuration management processes through ServiceNow. Integration with third-party risk assessment services enriches security posture evaluation. API-based integrations allow organizations to build custom workflows and connect with existing security infrastructure, including SIEM and ticketing systems. Agentless deployment requires minimal configuration, does not disrupt user experience or productivity, and scales to support large enterprise environments.\n\nThe platform is certified to ISO 27001 and SOC 2 Type II standards, demonstrating adherence to rigorous security and operational requirements for protecting customer data. Continuous monitoring and reporting help support data privacy, compliance, and audit requirements. Centralized dashboards provide a unified view of security posture across SaaS and AI environments, while detailed reporting streamlines audit preparation and supports ongoing governance.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/ecb25db9-d42b-48a4-9aa2-49d7a44fb587.jpg","url":"https://www.softwareadvice.co.nz/software/560140/Grip-Security","@type":"ListItem"},{"name":"AgenticAssure","position":25,"description":"AgenticAssure is an independent AI governance and assurance layer for organizations deploying AI applications, agents, and MCP-based tools. It's built for security, compliance, and engineering leaders who need proof, not just policy, that their AI systems are safe, controlled, and audit-ready. Rather than replacing the governance features built into platforms like Microsoft Copilot or Azure AI Foundry, AgenticAssure sits alongside them as a consistent, vendor-neutral layer of oversight.\n\nThe ideal user is a mid-to-large enterprise running multiple AI systems across different platforms and vendors, who needs one place to discover what's actually in their AI estate, enforce policy at runtime, test for vulnerabilities, and generate evidence regulators and auditors will accept.\n\nSix connected modules cover the full lifecycle: Discover maps every AI system, agent, and non-human identity in use; Control & Enforcement applies human-approved policy at runtime with an emergency kill switch; Test & Prove red-teams models against 34 attack techniques; Govern applies 120 controls across 12 regulatory frameworks; Analysis turns test runs into audit-ready reports (OWASP LLM Top 10, EU AI Act, NIST AI RMF, and more); and Assurance runs continuous monitors so compliance posture never goes stale.\n\nSupport includes guided onboarding and documentation to help teams map their existing AI estate quickly, with a dedicated team available to help interpret framework-specific findings.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/ef821456-b476-46df-9a46-a8f3e14d7540.png","url":"https://www.softwareadvice.co.nz/software/553349/AgenticAssure","@type":"ListItem"}],"numberOfItems":25}
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