G2

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★★★★★

4.7 from 46+ verified reviews

AI Governance Software · G2 Buyers’ Guide

AI Governance software - based on NIST AI RMF

Govern AI use across the organisation with policies, controls, evidence, oversight and risk reviews – structured against the NIST AI Risk Management Framework. Designed for organisations using AI, not only building it.

4.7

★★★★★

G2 · 46+ verified reviews

375+

Customers worldwide

36+

Countries

12+

Privacy regulations & frameworks

TRUSTED BY PRIVACY, RISK AND COMPLIANCE TEAMS

Quick answer for AI governance buyers

AI governance software, on one page.

PrivIQ AI Governance is a configurable platform structured around the NIST AI Risk Management Framework – Govern, Map, Measure, Manage. It manages AI use-case registers, policies, controls, human-oversight records, third-party AI assurance and audit-grade evidence.


Unlike model-governance tools (which focus on AI that you build), PrivIQ is designed for organisations using AI – including AI-enabled SaaS, internal AI use cases, AI vendors and AI consultants. Rated 4.7 on G2 across 46+ verified reviews.

Who buys AI governance software

AI users. Not only AI builders.

Most AI governance software targets organisations training models. PrivIQ targets the much larger group of organisations using AI – copilots, AI-enabled SaaS, third-party AI services – where the governance challenge is different.

01

Privacy and AI governance teams

DPOs and AI governance leads inheriting AI oversight responsibilities on top of existing privacy work.

02

Boards and risk committees

Sponsoring AI use across the business and needing evidenced oversight on demand.

03

AI governance consultants

Delivering AI governance services across multiple clients – assessments, policy rollouts, ongoing advisory.

Why PrivIQ for AI Governance

AI governance, modelled after a recognised framework.

PrivIQ AI Governance is structured around the four NIST AI RMF functions – so your policies, controls, oversight and evidence are auditable against the most widely adopted AI governance reference.

01

Structured against NIST AI RMF

Govern, Map, Measure, Manage – the four functions, modelled in-product.

02

AI use-case register

Live inventory of where AI is used, owned, classified and overseen.

03

AI policies and acknowledgement

Acceptable use, oversight, transparency, incidents – distributed and acknowledged.

04

AI vendor due diligence

AI-specific assessment templates for model providers, AI-enabled SaaS, AI consultants.

05

Human-oversight records

Document who reviews AI outputs, when, and what was decided.

06

Evidence on demand

Audit packs that satisfy regulator scrutiny under EU AI Act, NIST AI RMF or ISO 42001.

How AI governance runs in PrivIQ

From use-case register to evidence pack.

An AI governance programme has a recognisable shape regardless of size. PrivIQ ships it.

01

Catalogue AI use

Build the use-case register through workshops, telemetry or AI-assisted discovery.

02

Apply NIST functions

Govern, Map, Measure, Manage controls per use case.

03

Govern third-party AI

AI vendor assessments – including underlying model providers.

04

Track human oversight

Records of who reviewed AI outputs and what was decided.

05

Report and reassess

Audit packs for boards, regulators, customers.

Customer proof

Rated 4.7 on G2. Read in their words.

375+ teams in 36+ countries use PrivIQ to run privacy, AI governance and risk programmes – from independent DPO consultants to global enterprise compliance teams.

G2 Awards · Spring 2026

Frequently asked questions

What buyers usually ask.

Yes. The product is structured around the four NIST functions – Govern, Map, Measure, Manage – and aligned to the AI RMF Playbook and AI 600-1 generative-AI profile.

Yes. The Act’s deployer obligations – risk classification, transparency, human oversight, incident reporting – are operationalised through PrivIQ’s AI use-case register, policies, controls and oversight records. The two frameworks (NIST AI RMF, EU AI Act) crosswalk well in practice.

Model governance focuses on the lifecycle of statistical and ML models you build. AI governance is broader – it covers any use of AI, including third-party AI and consumption-only use of generative tools. PrivIQ is positioned for AI governance, not model governance.

PrivIQ is primarily for organisations using AI – including AI-enabled SaaS, internal AI use cases, AI vendors and AI consultants. Organisations training large in-house models typically need specialised MLOps and model-governance tools in addition to a governance platform.

A foundational implementation – policies, use-case register, basic controls and evidence – typically takes 3-6 months. Mature programmes evolve continuously.

See PrivIQ for AI Governance.

Watch the AI governance demo, book a meeting, or talk to us about an AI vendor due diligence assessment.