# DeepKeep AI Lens vs WitnessAI Platform: side-by-side comparison (2026)

[DeepKeep AI Lens](https://cybersectools.com/tools/deepkeep-ai-lens) is a commercial [AI SPM](https://cybersectools.com/categories/ai-spm) solution by [DeepKeep](https://cybersectools.com/companies/deepkeep). [WitnessAI Platform](https://cybersectools.com/tools/witness-ai-product) is a commercial [AI SPM](https://cybersectools.com/categories/ai-spm) solution by [WitnessAI](https://cybersectools.com/companies/witnessai). Features, integrations, deployment and the company behind each one, side by side.

## Our take

What our shortlists say about the one we picked.

### [WitnessAI Platform](https://cybersectools.com/tools/witness-ai-product)

Best for: Network-level AI visibility with no endpoint clients

It belongs here because it sees AI use from the network, which means no endpoint clients or browser extensions to roll out. It fits mid-sized and large companies that want staff-use controls and agent governance in one place. Its listed integrations are few, so ask how it connects to your identity, logging and network setup before you commit.

From [Best AI Security Solutions for Business](https://cybersectools.com/shortlists/best-ai-security-solutions), Fall 2026.

Reviewed by [Nika (Nikoloz) Kokhreidze](https://cybersectools.com/about).

Need the answer fast? [Best AI SPM Solutions for Business](https://cybersectools.com/shortlists/best-ai-spm-solutions) picks Palo Alto Networks Prisma AIRS, Zscaler AI-SPM, Cyera Agent Guardian and 4 more.

## Side-by-side comparison

| | DeepKeep AI Lens | WitnessAI Platform |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | AI SPM | AI SPM |
| Verified | No | No |
| Deployment type | Hybrid | Cloud |
| Company size fit | Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | DeepKeep | WitnessAI |
| Headquarters | – | – |

### Use cases and capabilities

| | DeepKeep AI Lens | WitnessAI Platform |
|---|---|---|
| Policy | Yes | Yes |
| Visibility | Yes | Yes |
| Shadow AI | Yes | – |

### Core features

**DeepKeep AI Lens**

9 features listed. Sign in on the page to see them.

**WitnessAI Platform**

10 features listed. Sign in on the page to see them.

### Integrations

**DeepKeep AI Lens**

No integrations listed.

**WitnessAI Platform**

5 integrations listed. Sign in on the page to see them.

## Which one fits you

Based on what each listing shows: deployment, company size, price and open source.

- [DeepKeep AI Lens](https://cybersectools.com/tools/deepkeep-ai-lens) fits if you need both cloud and on-premises options.
- [WitnessAI Platform](https://cybersectools.com/tools/witness-ai-product) fits if you want a cloud product.

## DeepKeep AI Lens vs WitnessAI Platform FAQ

Common questions when comparing DeepKeep AI Lens vs WitnessAI Platform for AI SPM.

### What is the difference between DeepKeep AI Lens and WitnessAI Platform?

**DeepKeep AI Lens**: Discovers shadow AI usage and enforces policies on AI tool access and interactions. Built by DeepKeep.

**WitnessAI Platform**: Enterprise AI security platform for visibility, governance, and protection. Built by WitnessAI.

The table above shows where their features, integrations, deployment and company size fit differ.

### Who makes DeepKeep AI Lens and WitnessAI Platform?

**DeepKeep AI Lens** is made by DeepKeep founded in 2021-01-01T00:00:00.000Z. **WitnessAI Platform** is made by WitnessAI. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is DeepKeep AI Lens a good alternative to WitnessAI Platform?

Often, yes. DeepKeep AI Lens and WitnessAI Platform are both AI SPM products, and both cover Policy, Visibility. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [DeepKeep AI Lens vs Witness Observe](https://cybersectools.com/compare/deepkeep-ai-lens-vs-witness-observe)
- [DeepKeep AI Lens vs Reco AI Governance and Security](https://cybersectools.com/compare/deepkeep-ai-lens-vs-reco-ai-governance-and-security)
- [DeepKeep AI Lens vs NROC Security](https://cybersectools.com/compare/deepkeep-ai-lens-vs-nroc-security)
- [WitnessAI Platform vs Witness Observe](https://cybersectools.com/compare/witness-ai-product-vs-witness-observe)
- [WitnessAI Platform vs Reco AI Governance and Security](https://cybersectools.com/compare/reco-ai-governance-and-security-vs-witness-ai-product)
- [WitnessAI Platform vs NROC Security](https://cybersectools.com/compare/nroc-security-vs-witness-ai-product)

## Alternatives to each

- [See all DeepKeep AI Lens alternatives](https://cybersectools.com/alternatives/deepkeep-ai-lens)
- [See all WitnessAI Platform alternatives](https://cybersectools.com/alternatives/witness-ai-product)

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Source: https://cybersectools.com/compare/deepkeep-ai-lens-vs-witness-ai-product

For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/deepkeep-ai-lens.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md.

More on DeepKeep AI Lens and WitnessAI Platform: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=compare-md