Skip to main content

use-cases-iconUse Cases

Security Readiness for
Generative AI

Know your “Copilot Safe Zones” before rollout. See which departments can start tomorrow and which need a lockdown.

security-readiness-scenario-img

The Scenario

security-readiness-scenario-imgLeadership wants Copilot live next quarter, but Legal and Security warn of sensitive data leaks and compliance blowups. Spreadsheets of file paths can’t show how an LLM might infer private insights. You need a fast, executive-friendly risk assessment before the pilot begins.

How It Works: Outcome-Driven Steps

Connect & Scope

Secure OAuth to Microsoft 365, Glean, Gemini, and choose business units or sample users.

Launch Readiness Prompts

A library of “day-one” Copilot questions probes for finance, HR, IP, and legal topics.

Map Hot Zones

Knostic heat-maps departments, roles, and drives by how much sensitive data the prompts surface.

Score Readiness

Grade zones (green, amber, and red) by data sensitivity and audience reach; each shows a simple “Go” or “Fix” flag.

Generate Fix Plan

One-click remediation tasks tighten labels, access control lists, or policies; an automatic re-scan confirms the zone is green.

security-driven-step

Key Benefits for Executives & Project Teams

Launch-Day Confidence

Know exactly which teams can enable Gen AI with zero added risk.

Executive Clarity

Traffic-light dashboard turns rows of permissions data into a 30-second decision.

Prioritised Fixes

Address the top 20% of hot zones that hold 80% of exposure.

Faster Rollout

Reduce staging cycles from months to days by focusing resources where they matter.

How This Use Case Leverages Knostic’s Core Capabilities

icon-private-storageTogether, these capabilities move you from “Are we safe?” to “We’re cleared to launch, and here’s the proof.”
setting-icon-1 Core Capabilities

Knowledge Graph Mapping

Discovers who owns what data, so hot-zone results roll up by department and role.

Red Team Defense

Supplies real-world prompts that mimic how users will query Copilot on day one.

Policy & Label Optimization

Recommends the precise Purview labels and DLP rules that flip red or amber zones to green.

Audit Trail of Knowledge Access

Stores a tamper-proof log of every risky prompt, answer, and fix, evidence for go-live sign-off.

Remediation Playbooks

Create action plans assigned to the right data owners.

Want launch-day certainty? Get a Copilot Safe-
Zone dashboard and a fix plan in 24 hours.

Latest research and news

research findings

Automating the MCP Servers Discovery with Claude Sonnet 4

 
Security research often involves sifting through digital noise to find needles in a haystack. In our research, we discovered a total of 1,862 MCP servers exposed to the internet. ...
research findings

How to Find an MCP Server with Shodan

 
We discovered a total of 1,862 MCP servers exposed to the internet. From that set, we sampled 119 for manual verification. All 119 servers allowed access to internal tool listings ...