AI Discovery
Finds and governs the AI tools already in use across your organization.
Start here when you need visibility and control.
4.9on G2
AI Discovery & Shadow AI Governance
Find the AI your team is already using, before it finds you. We find it, assess it, and help you govern it, without slowing anyone down.
We feel that GRSee sees the big picture and they are here with us for the long run, not just a project.Adi Ben Daya, Co-Founder and VP R&D, Remitly IL
Shadow AI is the new shadow IT.
It starts small. A sales rep uses an AI writing tool. An engineer connects a coding assistant with production access. A support agent runs customer data through a third-party summarizer. None of it went through security review, and none of it shows up in your asset inventory.
This is not a people problem, it is a visibility problem. We find what is running, explain what it means for your security and compliance posture, and put a practical governance framework in place, without shutting down productivity.
Compliance, without the compromises.
- Direct line to your auditorNo ticket queues. Message your audit team directly and get real answers, fast.
- One team, every frameworkSOC 2, ISO 27001, PCI DSS, pen testing: one team, one timeline, no duplicate evidence.
- We work with your stackWe plug into the compliance platforms you already use, adapt to your processes, or bring our own tooling at no extra cost.
- Fixed scope, fixed priceOne clear quote upfront. No change orders, no surprise fees mid-audit.
- Timelines you can plan aroundClear milestones from kickoff to report.
- Always know where you standLive visibility into audit progress, no chasing status updates.
- Built for fast-moving teamsWe understand cloud-native, SaaS and modern DevSecOps, so there is no explaining your stack from scratch.
- Support that does not end at the reportWe stay in your corner after the report: ongoing guidance, not a one-time transaction.
How AI Discovery runs.
Three phases, from invisible to in control.
Discover
- AI discoveryA structured discovery across departments, roles and functions, using interviews, surveys and technical review.
Classify
- Risk classificationEvery tool assessed for data access and handling, vendor security, compliance impact and potential for misuse.
- Shadow AI registerA full inventory of AI tools, classified by risk level and department.
Govern
- Governance frameworkAn approval process for new tools, usage policies and guidance for your team.
- Policy and communication templatesReady-to-use policies and internal messages to roll the program out.
AI Discovery or an AI Risk Assessment?
AI Risk Assessment
A broader look at the risks your AI use introduces across product, operations and compliance.
Many clients run Discovery first and use its findings here.
Not sure which fits? We will tell you on the call.
What AI Discovery does for your business.
- Full visibilityKnow which AI tools are in use, by whom, and with what data.
- Answers for enterprise buyersShow customers how you govern AI use when their questionnaire asks.
- Enablement, not shutdownApprove and support good AI tools instead of blocking them.
- Ready for audits and reviewsVisibility before an audit, a security review or a board question.
Why teams choose GRSee for AI Discovery.
If that’s ISO certification, penetration tests or any other ongoing services, they are super professional and always helping with a smile.Ori Tzimber, VP R&D, Octopai
- Enablement, not surveillanceWe frame discovery as building a process to approve good AI tools, which gets strong cooperation from your team.
- Cybersecurity and AI governancePeople who understand both, so risk calls are grounded in how attacks and audits actually work.
- The decision stays yoursWhere a tool carries unacceptable risk, you get a clear recommendation, not a blanket ban.
Related AI services
GRSee became a trusted partner for Intelligo’s cybersecurity needs. Our experience with GRSee was a success.Meir Vaikselbom, CTO, Intelligo
AI Discovery questions, answered.
Still not sure? Bring your questions to a scoping call.
What if we find tools we shouldn’t be using?
We do not take a shutdown-first approach. The goal is visibility and governance, not enforcement. Where a tool carries unacceptable risk, you get a clear recommendation, but the decision is yours.
How do you find the tools? Do you need system access?
We combine structured interviews, department surveys and technical methods, including network and endpoint review where applicable. We agree the approach with you before we start.
What if employees are reluctant to share what they use?
We frame discovery as enablement, not surveillance: we are building a process to approve and support good AI tools, not to take them away. That framing usually gets strong cooperation.
Will this disrupt our team?
No. For individual employees it is mostly short surveys or brief conversations. We do the heavy lifting on the analysis.
What happens after the discovery?
You get a full register of AI tools in use, a risk classification for each, and a governance framework for new tools. We can also support implementation as a follow-on engagement.
How is this different from the AI Risk Assessment?
AI Discovery finds and governs the AI tools already in use. The AI Risk Assessment looks more broadly at the risks your AI use introduces across product, operations and compliance. Many clients run Discovery first.
Book your scoping call.
Ready to see what is actually running in your environment? Senior consultant, not a sales rep. No commitment.
- A direct line to your auditor
- We work with your stack
- Fixed scope and price
Local teams, your time zone
- United States
- Europe
- Middle East
We work in your time zone and support you in multiple languages.
That level of care is rare, and it gave us the confidence we needed to keep moving forward.Benny Arzuan, CISO, HYP
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