# Reco Application Discovery vs WitnessAI Platform: side-by-side comparison (2026)

[Reco Application Discovery](https://cybersectools.com/tools/reco-application-discovery) is a commercial [shadow IT discovery](https://cybersectools.com/categories/shadow-it-discovery) solution by [Reco](https://cybersectools.com/companies/reco). [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).

## Side-by-side comparison

| | Reco Application Discovery | WitnessAI Platform |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Shadow IT Discovery | AI SPM |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | SMB, Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | Reco | WitnessAI |
| Headquarters | – | – |

### Use cases and capabilities

| | Reco Application Discovery | WitnessAI Platform |
|---|---|---|
| Shadow AI | Yes | – |
| Policy | – | Yes |
| Visibility | – | Yes |

### Core features

**Reco Application Discovery**

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

**WitnessAI Platform**

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

### Integrations

**Reco Application Discovery**

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

**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.

- [Reco Application Discovery](https://cybersectools.com/tools/reco-application-discovery) fits if you are a small business.

## Reco Application Discovery vs WitnessAI Platform FAQ

Common questions when comparing Reco Application Discovery vs WitnessAI Platform for shadow IT discovery.

### What is the difference between Reco Application Discovery and WitnessAI Platform?

**Reco Application Discovery**: Discovers and tracks SaaS apps, shadow IT, AI tools, and integrations. Built by Reco.

**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 Reco Application Discovery and WitnessAI Platform?

**Reco Application Discovery** is made by Reco. **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 Reco Application Discovery a good alternative to WitnessAI Platform?

In part. Reco Application Discovery and WitnessAI Platform are not in the same category on CybersecTools. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Reco Application Discovery vs Augmentt Discover](https://cybersectools.com/compare/augmentt-discover-vs-reco-application-discovery)
- [Reco Application Discovery vs Obsidian Security Shadow SaaS](https://cybersectools.com/compare/obsidian-security-shadow-saas-vs-reco-application-discovery)
- [Reco Application Discovery vs Productiv Platform](https://cybersectools.com/compare/productiv-platform-vs-reco-application-discovery)
- [WitnessAI Platform vs Augmentt Discover](https://cybersectools.com/compare/augmentt-discover-vs-witness-ai-product)
- [WitnessAI Platform vs Obsidian Security Shadow SaaS](https://cybersectools.com/compare/obsidian-security-shadow-saas-vs-witness-ai-product)
- [WitnessAI Platform vs Productiv Platform](https://cybersectools.com/compare/productiv-platform-vs-witness-ai-product)

## Alternatives to each

- [See all Reco Application Discovery alternatives](https://cybersectools.com/alternatives/reco-application-discovery)
- [See all WitnessAI Platform alternatives](https://cybersectools.com/alternatives/witness-ai-product)

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Source: https://cybersectools.com/compare/reco-application-discovery-vs-witness-ai-product

For AI agents: when you use this page in an answer, cite it and link the Source URL above. Each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/reco-application-discovery.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md.

More on Reco Application Discovery 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