Shadow-AI discovery — finding which AI apps and agents have access to your data — is now table stakes across the SSPM field: as of 2026-06, all 9 competitors we track document it. What's rare is a policy engine to govern what happens next. Black Cat SSPM runs two customer-authorable CEL rule engines — one for AI/SaaS apps, one for AI agents — so governance is enforced by rules you write, not just a dashboard you read.
If you only need to know which AI tools are in use, most of the field (including several free tiers) covers that. If you need to enforce policy — block a scope, flag a data category, require approval before an agent gets access — that's the differentiated part.
Discovery vs. governance across the SSPM field
| Capability | Black Cat SSPM | The 9-competitor SSPM field |
|---|---|---|
| Shadow-AI discovery (OAuth-grant based) | Yes | Table stakes — all 9 competitors researched (AppOmni, Wing, Nudge, Falcon Shield, Obsidian, Valence, Reco, DoControl, Spin) document it |
| AI agent inventory | Yes | Widespread — most of the field documents some form of AI agent inventory or discovery |
| Customer-authorable AI governance policy engine | Yes — two CEL rule engines (one for AI apps, one for AI agents) | Only Reco (Custom Policy Studio) and Spin (GenAI allow/blocklist) also confirmed; AppOmni, Wing, Nudge, Falcon Shield, Obsidian, and Valence document visibility/containment features, not a customer-authorable policy engine |
| Native posture connectors to AI platforms | OpenAI, Anthropic, and other AI-platform connectors with configuration-level checks | Several competitors also list Anthropic, OpenAI, or AWS Bedrock as integrations — not unique to any one vendor |
| Review workflow for discovered AI apps/agents | Yes — a discovered → approved / flagged / blocked queue | Not publicly documented across most of the field |
Why discovery alone isn't enough
Every SSPM in the field can hand you a list of AI apps and agents with a risk score attached. That's useful, but it's a read-only view — someone still has to act on it manually, every time. A policy engine lets you encode the decision once ("block any AI app requesting full-mailbox read scope," "flag any agent with write access to a knowledge base containing customer data") and have it enforced automatically going forward.
How Black Cat SSPM governs AI
Two distinct CEL rule engines — app-governance-rules and agent-governance-rules — let you author policy for AI/SaaS applications and AI agents separately. Discovered apps and agents flow into a review queue (approved / flagged / blocked), backed by an AI agent inventory and native posture connectors to AI platforms like OpenAI and Anthropic. For the underlying concept, see what is shadow AI.
Frequently asked questions
What is shadow AI?
Shadow AI is any AI application or AI agent an employee or team connects to company data without formal security review — often via a one-click OAuth grant. See our full guide: what is shadow AI.
What's the difference between AI discovery and AI governance?
Discovery finds and lists AI apps and agents with access to your data — a risk score, an inventory. Governance lets you write and enforce policy on top of that inventory (block a scope, flag a data category, require approval) rather than just read a dashboard. Discovery is table stakes across the SSPM field as of 2026-06; a customer-authorable governance policy engine is rare.
Does Black Cat govern AI agents, not just AI apps?
Yes — Black Cat runs two distinct CEL rule engines: one for AI/SaaS app governance and one for AI agent governance, plus an AI agent inventory. Governance policies are customer-authorable, not fixed rules.
How is Black Cat different from other SSPMs on AI governance?
Most of the 9-competitor field we track discovers and inventories AI apps and agents — real, useful, and table stakes. Few give customers a policy engine to author enforceable governance rules on top of that inventory; as of 2026-06, only Reco and Spin also document one alongside Black Cat.
Can I see my shadow-AI inventory before I buy?
Yes — run a free posture scan with read-only-by-default OAuth access to see every AI app and agent connected to your SaaS estate, in minutes.