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Head-to-head · AI Governance Software

ServiceNow AI Control Tower vs Collibra

Updated Sep 2026
Both researched from official sources
4 checks side by side

Higher score ServiceNow AI Control Tower #2 in AI Governance Software 8.2/10 Pricing on request ✓ 3 of 3 features Visit ServiceNow

Collibra #6 in AI Governance Software 6.9/10 Pricing on request ✓ 0 of 3 features Visit Collibra

ServiceNow AI Control Tower leads on 3 checks, Collibra on 0, and 1 is even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

Highest scoreServiceNow AI Control Tower · 8.2/10
Most featuresServiceNow AI Control Tower · 3 of 3

ServiceNow AI Control Tower scores higher on our rubric for ai governance software: 8.2 against 6.9 out of 10; our editors rank them #2 and #6.

ServiceNow AI Control Tower offers ai system inventory; Collibra doesn't publish it. ServiceNow AI Control Tower offers risk assessments; Collibra doesn't publish it. ServiceNow AI Control Tower offers policy and controls; Collibra doesn't publish it.

ServiceNow AI Control Tower is the better fit for large enterprises using ServiceNow workflows. Collibra is the better fit for organizations extending data governance into AI.

ServiceNow AI Control Tower fits best
Large enterprises using ServiceNow workflows
Collibra fits best
Organizations extending data governance into AI

Advertiser disclosure: iTechGuides is reader-supported. We may earn a commission when you click some links. It never changes our verdict. How we rank.

Side by side

Show only differences

Feature	ServiceNow AI Control Tower 8.2/10 Visit ↗	Collibra 6.9/10 Visit ↗
At a glance
Editor score	8.2	6.9
Ranking	#2 in AI Governance Software	#6 in AI Governance Software
Best for	Large enterprises using ServiceNow workflows	Organizations extending data governance into AI
Pricing model	Paid	Paid
Starting price	Not published	Not published
Free plan	—	Not published
Free trial	—	—
Deployment	Cloud	Cloud, Self-hosted
Platforms	Web	Web
Support	Community, Docs	Email, Tickets, Community, Docs
Compliance	GDPR, SSO/SAML, 2FA	SOC 2, ISO 27001, GDPR, HIPAA
Integrations	10 integrations	100+ integrations
Built for	Enterprise	Enterprise
Features ServiceNow AI Control Tower 3/3 · Collibra 0/3
AI system inventory	✓ (best)	Not published
Risk assessments	✓ (best)	Not published
Policy and controls	✓ (best)	Not published
Specs
Compliance frameworks	EU AI Act; NIST AI RMF; California AI Transparency Act	Not published
Deployment options	Cloud	Not published
Listed integrations	Anthropic; AWS; Microsoft Azure AI Foundry; OpenAI; Snowflake; Databricks; Google Cloud Vertex AI; Hugging Face; IBM; Salesforce	Not published
Our review
Pros	Centralizes AI assets with lineage, ownership, relationships, and CMDB context Combines risk, compliance, controls, attestations, and policy exceptions Integrates with major AI, cloud, data, and business platforms	Catalog, lineage, quality, privacy and workflow capabilities in one platform Connects to 100 integrations, databases, data lakes, warehouses and BI tools Cloud and self-hosted deployment with APIs and governed AI context
Cons	Quote-based pricing requires contacting sales Cloud deployment and web access limit deployment flexibility Enterprise focus may not suit smaller organizations	Pricing requires contacting sales before evaluation AI-specific controls are less detailed than dedicated governance suites Enterprise focus may exceed the needs of smaller organizations
Our verdict	ServiceNow AI Control Tower is designed for chief AI officers, technology leaders, and risk and security teams managing artificial intelligence across a large organization. It automatically discovers AI agents, models, copilots, MCP… Read the review →	Collibra is an enterprise data and AI governance platform for organizations managing complex data environments and extending existing governance into AI. Its portfolio covers data cataloging, metadata inventory, governance workflows,… Read the review →

S ServiceNow AI Control TowerAI Governance Software 8.2Pricing on request
CollibraAI Governance Software 6.9Pricing on request

Compare the top tools in

Strengths and trade-offs

ServiceNow AI Control Tower — where it wins
- Centralizes AI assets with lineage, ownership, relationships, and CMDB context
- Combines risk, compliance, controls, attestations, and policy exceptions
- Integrates with major AI, cloud, data, and business platforms
Where it doesn't
- Quote-based pricing requires contacting sales
- Cloud deployment and web access limit deployment flexibility
- Enterprise focus may not suit smaller organizations
Collibra — where it wins
- Catalog, lineage, quality, privacy and workflow capabilities in one platform
- Connects to 100 integrations, databases, data lakes, warehouses and BI tools
- Cloud and self-hosted deployment with APIs and governed AI context
Where it doesn't
- Pricing requires contacting sales before evaluation
- AI-specific controls are less detailed than dedicated governance suites
- Enterprise focus may exceed the needs of smaller organizations

ServiceNow AI Control Tower8.2/10 · Pricing on request
A broad, ServiceNow-centered control tower for enterprise AI inventory, risk, compliance, and value.
Visit ServiceNow Full verdict →
Collibra6.9/10 · Pricing on request
A mature data-governance foundation for AI, with enterprise scope and contact-sales pricing.
Visit Collibra Full verdict →

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Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026

Last updated 29 Sep 2026 · How we research and update