AI Copilot Security Posture That Prevents Data Exposure Before It Happens

Continuously monitor Microsoft Copilot, ChatGPT Enterprise, Claude, Agentforce, and embedded AI assistants for misconfigurations, excessive permissions, and risky data access patterns.

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The AI Copilot Configuration Gap

Your AI Copilots Have Access to Everything. And No Idea What's Sensitive.

Every AI copilot inherits permissions, connects to data sources, and operates with access controls you may not have validated. One misconfiguration means AI surfaces data it was never meant to see.

Inherited Over-Permissions

The average employee can access 17 million files on day one. Copilot, ChatGPT plugins, and Claude integrations make all of it instantly searchable. One query surfaces salary data, M&A documents, or customer PII.

Configuration Drift

A single setting change can disable MFA for 200 users or grant API access to untested AI tools. Without continuous monitoring, critical gaps stay open for months. 85% of SaaS breaches start with misconfiguration.

Invisible Data Access

Traditional security tools can't see what prompts users enter into ChatGPT, what responses Copilot generates, or where Claude outputs flow next. You're flying blind on AI data access across every platform.

Zero-Click Vulnerabilities

CVE-2025-32711 allowed automatic data exfiltration through hidden prompt injections. OpenAI and Anthropic platforms face similar risks. Your AI security posture determines whether attacks succeed or fail.

Compliance Gaps

U.S. Congress banned staff from using Copilot. Enterprises restrict ChatGPT access. Without posture validation across all AI tools, you can't prove compliance with GDPR, HIPAA, or SOC 2 requirements.

What You Get with AI Copilot Security Posture

How Reco Monitors AI Configurations Across Every Platform and Prevents Data Exposure

Uncover Hidden Risks in Your SaaS Environment

Automatically discover and assess unauthorized applications, AI tools, and hidden connections that pose security risks to your organization.

Shadow AI Discovery

Find every AI copilot and LLM employees connect to your SaaS stack: ChatGPT, Claude, Copilot, Cursor, Glean, and embedded AI features across 200+ applications.

Shadow AI Discovery AI Usage Control Detect Shadow SaaS Unsanctioned Apps Control

Transform Identity Risk into Business Advantage

Streamline access management through intelligent identity governance that reduces risk while improving operational efficiency.

Identity Governance Compliance

Map which identities have AI copilot access, what data each LLM can reach, and whether permissions exceed role requirements for audit-ready compliance.

Identity Governance Compliance SaaS Offboarding Audit User Access SaaS Administrator Collaboration

Accelerate Security Operations Through Intelligence

Leverage AI-powered automation and unified workflows to scale your security team's capabilities and response times

AI Powered SaaS Security Insights

Daily AI-specific posture scans reveal misconfigurations across Copilot, ChatGPT, and Claude, mapped to CIS 5.0, ISO 27001, and HIPAA frameworks with step-by-step remediation.

AI Security Insights SaaS Ticketing Cross-SaaS Correlation Alerts Custom Policy Studio

Explore Reco Use Cases That Go Beyond AI Copilot Security Posture

Shadow AI Discovery

Find every generative tool employees use, sanctioned or not. Map data flows and bring shadow AI into governance automatically.

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AI Usage Control

Discover shadow AI, embedded copilots, and generative tools across your entire SaaS environment before sensitive data reaches ungoverned applications.

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SaaS Posture Management & Compliance

Achieve continuous compliance and bulletproof security posture, no matter how fast your SaaS environment grows.

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Ready to move faster? Let's get you integrated in 3–5 days.

Our SaaS App Factory™ integrates new applications 10x faster than traditional approaches.

What Our Customers Say

4.8/5Based on 124 reviews on G2

Neda Pitt,

CISO

Before we got Reco we didn't know how bad the problem was. And now with Reco, I see how bad the problem is, and how we have to stem the tide. Because every day I am literally having to figure out if I'm sanctioning this project, this application or not sanctioning it. And I'm doing probably 15-20 a day.

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Kyle Kurdziolek,

VP of Security at BigID

That's a huge differentiator compared to the rest of the players in the space. And because most of the time when you ask for integrations, they'll say we'll add it to our roadmap, maybe next year, whereas Reco is very adaptable. They're very agile.

Read the Customer Story >

Raz Karmi,

CISO

With other SaaS security solutions, I checked their integrations page, but it’s as if time stood still. With Reco they add new integrations quickly, including integrations we have requested.

Frequently Asked Questions

What are the biggest security risks with AI copilots and LLMs in the enterprise?

Every AI copilot inherits permissions from connected systems. ChatGPT plugins access your data. Copilot reads everything users can see. Claude integrations pull from connected sources.

• Over-permissioning is the primary risk: 3% of business-sensitive data is shared organization-wide without controls

• 75% of knowledge workers already use AI at work; 78% bring their own AI tools (Microsoft 2024)

• The average employee can access 17 million files, all instantly searchable through AI queries

• CVE-2025-32711 enabled zero-click data exfiltration through prompt injections

Reco treats every AI copilot as an active, data-consuming identity and monitors access patterns continuously.

Learn more about AI Governance and Security.

Which AI copilots and LLMs does Reco support?

Reco monitors security posture across the major AI platforms and embedded AI features in enterprise SaaS applications.

• Microsoft Copilot: Full posture monitoring, prompt analysis, data access tracking

• OpenAI Platform (ChatGPT Enterprise): Audit logs, API keys, projects, user invites

• Anthropic Claude: Users, workspaces, API keys, compliance activities, files

• Cursor: AI coding assistant monitoring for development teams

• Glean: Enterprise AI search security monitoring

• Embedded AI: Salesforce Einstein, ServiceNow AI, and 200+ apps with AI capabilities

The App Factory adds support for new AI platforms in days, not quarters.

Explore the full integrations list.

What's the fastest way to secure AI copilots before enterprise deployment?

Don't enable AI copilots until you've fixed the permissions problem. Most organizations discover sensitive data exposure after deployment, not before.

• Step 1: Discover all AI tools already connected (shadow AI often exists before official rollout)

• Step 2: Map user permissions across SaaS apps and identify over-permissioned accounts

• Step 3: Enable daily posture scans to catch misconfigurations immediately

• Step 4: Monitor AI activity patterns across Copilot, ChatGPT, and Claude for anomalies

Reco provides pre-deployment readiness assessment and continuous post-deployment monitoring across all AI platforms.

Download the CISO Guide to AI Security.

How does Reco monitor security posture across multiple AI platforms?

Reco connects to AI platforms via API and performs daily posture scans against security benchmarks and compliance frameworks.

• Microsoft Copilot: OAuth integration for posture checks, suspicious query monitoring, permission analysis

• OpenAI/ChatGPT: Admin API integration for audit logs, API key management, user access controls

• Anthropic Claude: Workspace security, compliance activities, identity monitoring

• Embedded AI: Apps tagged with "EMBEDDED AI" flag across 200+ SaaS applications

Each finding shows affected entities, compliance impact, and exact steps to remediate.

See how AI Powered SaaS Security Insights works.

How do I prevent AI copilots from accessing sensitive data?

AI copilots respect existing permissions, but most organizations have over-permissioned users and misconfigured sharing settings they don't know about.

• Reco maps which users have excessive permissions and what sensitive data AI tools can reach

• Identifies files shared organization-wide that contain confidential information

• Detects permission changes and API token grants in real time

• Flags accounts where AI access exceeds role requirements

Fix the permissions problem before enabling AI copilots, not after a data exposure incident.

Learn about Identity Governance Compliance.

How does AI copilot security posture affect compliance?

Regulators increasingly scrutinize how organizations govern AI tools accessing regulated data. Security posture validation is becoming a compliance requirement.

• GDPR Article 35 requires impact assessments for AI data processing activities

• HIPAA covered entities must demonstrate AI tools don't expose PHI inappropriately

• SOC 2 auditors want evidence of AI access controls and monitoring

• SEC disclosure rules apply when AI-related incidents affect material risk

Reco generates compliance reports showing AI posture mapped to CIS, ISO 27001, HIPAA, and SOC 2 requirements.

Explore SaaS Posture Management & Compliance.