Ongoing Oversharing Protection

Ongoing Oversharing Protection for enterprise AI Agents

Stop sensitive data exposure before it impacts compliance, trust, or security. Opsin continuously detects, fixes, and prevents oversharing driven by AI queries, keeping your enterprise secure as AI adoption scales.
See Opsin in action →
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Trusted by leaders
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51%

of excessive-access findings trace back to a single CRM/ERP connector

2026 State of Agentic Adoption Report by Opsin Labs
The Solution

Continuous Data Protection

Capability Real-Time Monitoring

Track AI queries across Microsoft 365, Claude, Gemini, Google Workspace, and other systems to spot sensitive data exposure as it happens.

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Actionable Remediation Workflows

Receive prioritized, step-by-step guidance so site owners and teams fix oversharing quickly and correctly.

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Root Cause Identification

Understand why data is overshared, not just where. Address permission and sharing issues at the source.

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How It Works

From exposure risk to lasting protection

1

Continuous AI Monitoring

Opsin monitors AI queries across Claude, Enterprise GPT, SharePoint, OneDrive, Teams, and Google Drive. When sensitive content surfaces, you see it immediately.
2

Prioritize & Alert

Opsin automatically prioritizes oversharing risks based on data sensitivity and business impact, then send alerts and remediation instructions to the right teams.
3

Decentralized Remediation & Policy Enforcement

Site owners fix issues with step-by-step guidance. Security maintains oversight and enforces AI usage policies.
4

See
Ongoing Oversharing Protection
in action →
Customer Proof

Assess agent risk with confidence

‘‘
Finally, I have a way to assess agent risks based on its capabilities and whether those capabilities align with the intended purposes.
Jim Shelby, Global IT Security Engineer, Culligan
Jim Shelby photo
‘‘
I need to know whether an agent’s connection to sensitive systems is risky or legitimate. Opsin gives me the deep context to tell the difference.
Lior Eldad, VP of IT, UiPath
Lior Eldad photo
Related Solutions

Extend protection across the agent lifecycle

Opsin covers the full agent lifecycle, from discovery to enforcement.
Ongoing Oversharing Protection
FAQ

Can Opsin enforce AI usage policies?

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Yes. Opsin can map your internal AI governance policies into alerts and enforcement mechanisms tied to oversharing and risky AI behavior.

Policy enforcement capabilities:

  • Apply your governance policies to monitoring and alerting workflows
  • Get alerts when oversharing patterns or risky AI behavior emerge
  • Maintain compliance as teams continue sharing and collaborating
  • Track policy adherence across your AI deployment

What does ongoing oversharing protection mean?

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Opsin continuously detects when sensitive data is exposed through AI queries, prioritizes risks, and guides remediation so oversharing doesn't persist or resurface as your environment evolves.

What continuous protection covers:

  • Real-time monitoring tracks AI queries across Microsoft 365, Google Workspace, and other systems to spot sensitive data exposure as it happens
  • Root cause identification shows why data is overshared, not just where, so you can address permission issues at the source
  • Automated notifications alert the right teams when risky exposure patterns are detected
  • Decentralized remediation empowers site owners to fix issues while security maintains oversight

What is GenAI oversharing and why does it happen?

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GenAI oversharing occurs when AI tools surface sensitive data to users who technically have permission to access it but were never intended to see it.

Common scenarios:

  • "Everyone Except External Users" permissions on sites containing PHI, financial data, or intellectual property
  • Inherited permissions that give organization-wide access to sensitive subfolders
  • Public channels where regulated information was shared assuming limited visibility
  • Legacy sharing links created years ago that remain active

GenAI tools don't create new vulnerabilities. They reveal existing permission issues by making content instantly discoverable through natural language queries.

Learn more about securing Microsoft Copilot.

How quickly can Opsin surface new oversharing incidents?

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Opsin monitors AI interactions in real time and triggers alerts immediately when risky exposure patterns are detected.

Does Opsin fix oversharing automatically?

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No. Opsin doesn't change content directly. Instead, it provides prioritized remediation steps and notifications so the right owners can fix issues at the source without overwhelming IT.

How decentralized remediation works:

  • Prioritized guidance tells site owners exactly what to fix and why it matters
  • Step-by-step instructions walk them through remediation quickly and correctly
  • Automated notifications reach the right people without manual routing
  • Security oversight maintains centralized control while distributing the workload

This approach educates users on how to secure data in the AI era while keeping remediation scalable.

Can Opsin enforce AI usage policies?

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Yes — Opsin can map your internal AI governance policies into alerts and enforcement mechanisms tied to oversharing and risky AI behavior.

Does Opsin work with Google Gemini and ChatGPT Enterprise?

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Yes. Continuous oversharing protection covers Copilot, Google Gemini, ChatGPT Enterprise, and other AI tools that index your data.

Supported platforms:

  • Microsoft 365 Copilot across SharePoint, OneDrive, Teams, and connected data sources
  • Google Gemini with visibility into Google Drive and Google Workspace
  • ChatGPT Enterprise monitoring data shared with OpenAI
  • Enterprise search platforms that index multiple repositories

Learn more about securing Google Gemini.

What is the difference between AI Readiness Assessment and Ongoing Oversharing Protection?

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AI Readiness Assessment simulates what GenAI can access before rollout. Ongoing Oversharing Protection continuously monitors and stops oversharing as AI adoption scales.

When to use each:

  • AI Readiness Assessment: Before deployment. Opsin connects with one click and delivers your AI risk report in 24 hours showing which sites, folders, and files expose sensitive data.
  • Ongoing Oversharing Protection: After deployment. Opsin watches how GenAI tools interact with your data and identifies when sensitive or regulated content is surfaced through queries.

Get your AI Readiness Assessment before deployment.

Will Opsin continue to watch newly created files and sites?

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Yes. Continuous coverage includes new content and changes to permissions over time, so fresh oversharing doesn't slip through.

How does Opsin connect to my environment?

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Opsin uses a simple, API-based connection to Microsoft 365 (SharePoint, OneDrive, Teams) and Google Workspace. No agents or data movement required.

What Opsin accesses:

  • Permission structures showing who can access which sites, folders, and files
  • File metadata including file names, locations, and sharing settings
  • Sensitivity labels and classification information already applied to your content

What Opsin never accesses:

  • File contents or document text
  • Any data outside your Microsoft 365 or Google Workspace tenant

Can Opsin help maintain compliance after Copilot deployment?

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Yes. Opsin helps organizations meet compliance requirements by continuously identifying where regulated data is overshared and could be exposed through AI tools.

Compliance use cases:

  • CMMC compliance for defense contractors protecting controlled unclassified information
  • HIPAA compliance for healthcare organizations preventing PHI exposure through Copilot queries
  • Financial services regulations securing PII and financial data to maintain regulatory compliance

Organizations in regulated industries use Opsin to ensure their Copilot deployment won't create compliance violations by exposing sensitive data to unauthorized users.

Turn agent sprawl into risk clarity

See every agent, what it can reach, and what to fix.
See Opsin in action →
I need to know whether an agent’s connection to sensitive systems is risky or legitimate. Opsin gives me the deep context to tell the difference.
Lior Eldad
VP of IT, UiPath
Customer story →
Finally, I have a way to assess agent risks based on its capabilities and whether those capabilities align with the intended purposes.
Jim Shelby
Global IT Security Engineer, Culligan
Customer story →
For financial services organizations facing similar AI adoption challenges, I highly recommend partnering with Opsin. They provide the governance framework and ongoing oversight that enables confident, compliant AI deployment at scale.
Alex Bazay
CISO, Align Communications
Customer story →
Thanks to Opsin’s initial risk assessment, and their continuous monitoring of files introduced into our M365 environment, it gave me the confidence to recommend that we move forward and expand our Copilot evaluation.
Roftiel Constantine
Global CISO, Barry-Wehmiller
Customer story →
This was our wake-up call. Opsin helped us clean house and educate our data citizens, so we can confidently go live with Copilot.
Lisa Choi
Director Enterprise Architecture, Cascade
Customer story →
We had lived with some of these risks for years. AI just accelerated our timeline. With Opsin, we acted fast, which gave our business the confidence to adopt AI securely and at scale.
Amir Niaz
VP, Global CISO, Culligan
Customer story →
Working with Opsin helped me mature my own data classification and protection concepts. We were able to focus on the data that really mattered to our business and address the AI oversharing challenge fast.
Mike Schuetter
CISO, Encore Technologies
Customer story →
Thanks to Opsin’s risk assessment, we reduced our oversharing risk significantly and ensured proper rollout of AI while maintaining our data security and privacy policies. Opsin helps you detect and solve oversharing challenges continuously as you scale AI across your organization.
Dan Tabor
CISO, Healthmark
Customer story →
Opsin helps detect and remediate oversharing as you scale AI, preventing security incidents while preserving the productivity gains that make AI worthwhile.
Mihai Faur
CIO, UiPath
Customer story →
Opsin gave us exactly what we needed ─ clear visibility into our risk exposure across the environment. Now we can confidently move forward with our broader Copilot deployment knowing we understand what we’re dealing with.
Mike D’Arezzo
Executive Director of Security, Wellstar
Customer story →
I need to know whether an agent’s connection to sensitive systems is risky or legitimate. Opsin gives me the deep context to tell the difference.
Lior Eldad
VP of IT, UiPath
Customer story →
Finally, I have a way to assess agent risks based on its capabilities and whether those capabilities align with the intended purposes.
Jim Shelby
Global IT Security Engineer, Culligan
Customer story →
For financial services organizations facing similar AI adoption challenges, I highly recommend partnering with Opsin. They provide the governance framework and ongoing oversight that enables confident, compliant AI deployment at scale.
Alex Bazay
CISO, Align Communications
Customer story →
Thanks to Opsin’s initial risk assessment, and their continuous monitoring of files introduced into our M365 environment, it gave me the confidence to recommend that we move forward and expand our Copilot evaluation.
Roftiel Constantine
Global CISO, Barry-Wehmiller
Customer story →
This was our wake-up call. Opsin helped us clean house and educate our data citizens, so we can confidently go live with Copilot.
Lisa Choi
Director Enterprise Architecture, Cascade
Customer story →
We had lived with some of these risks for years. AI just accelerated our timeline. With Opsin, we acted fast, which gave our business the confidence to adopt AI securely and at scale.
Amir Niaz
VP, Global CISO, Culligan
Customer story →
Working with Opsin helped me mature my own data classification and protection concepts. We were able to focus on the data that really mattered to our business and address the AI oversharing challenge fast.
Mike Schuetter
CISO, Encore Technologies
Customer story →
Thanks to Opsin’s risk assessment, we reduced our oversharing risk significantly and ensured proper rollout of AI while maintaining our data security and privacy policies. Opsin helps you detect and solve oversharing challenges continuously as you scale AI across your organization.
Dan Tabor
CISO, Healthmark
Customer story →
Opsin helps detect and remediate oversharing as you scale AI, preventing security incidents while preserving the productivity gains that make AI worthwhile.
Mihai Faur
CIO, UiPath
Customer story →
Opsin gave us exactly what we needed ─ clear visibility into our risk exposure across the environment. Now we can confidently move forward with our broader Copilot deployment knowing we understand what we’re dealing with.
Mike D’Arezzo
Executive Director of Security, Wellstar
Customer story →