AI VISIBILITY  ·  GOVERNANCE  ·  ADOPTION

Where is AI in your organization, is it safe, and what is its ROI?

Shadow AI is already in your workforce. Lounar shows you the tools, the users, the prompts, the costs and where ROI lives. Simple, non-intrusive setup in minutes.

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WHAT THE INDUSTRY IS SEEING DID YOU KNOW?

Shadow AI is already inside

Like malware once spread through email and USB sticks, AI is spreading through browser tabs and personal accounts. Most organizations cannot name a single instance — let alone govern it.

Copy & paste 

The new exfiltration channel isn’t a file leaving the network. It’s a paragraph leaving a prompt box. Legacy DLP, SSO and SASE see none of it.

Leaks become lawsuits

Even with no ill intent, data shared into AI tools can expose the organization to regulatory action and class claims. Negligence is the new theory of the case.

AI attack surface

AI is the next phishing — social engineering, exfiltration and prompt injection at the point of work. Lounar sits in context, where users actually are, to protect and educate at the moment of risk.

SAMPLE VIEW AI Technical Risk
Blocked by policy
PII obfuscated or removed.
412
Personal AI usage
Non org identities on AI sites.
100%(1)
Personal accts
1
Org accts
0
PII events total
Total PII detections in period.
1,000
Top AI systems by PII volume
Tools driving the most PII events.
Claude
408
ChatGPT
339
Perplexity
186
Gemini
34
Default action
Policy when no override is set.
Obfuscate
Log
59%
Obfuscate
41%
Remove
0%
WHY NOW?

Security can’t protect what it can’t see. IT can’t enable what it has to block.

Identity tools see logins. Network tools see flows. DLP scans files. None of them see the prompts your team is typin. Neither they can see side apps vibe-coded around it. That’s where the most sensitive data is now moving.

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FOR IT & INFOSEC

Blind spots across the modern AI surface

Browser sessions, API calls, file uploads, third-party connectors, unapproved MCP integrations, internal apps wired up with AI in an afternoon. Today’s stack sees almost none of it.

FOR LEGAL & COMPLIANCE

Leaks without ill intent still land in court

PII and proprietary data flowing into AI engines expose the organization to regulatory action and class claims — even when nobody meant any harm.

FOR LEADERSHIP

Unprovable ROI, unmeasured cost

License counts tell you what was bought. AI minutes per team tell you what was saved. Without that, every AI investment defends itself in anecdote — and the savings sit on the table.

FOR EMPLOYEES

Protected from one bad paste

Most policy violations happen by accident. Lounar warns at the moment of risk, so a careless prompt doesn’t become a career event. Peace of mind for the people doing the work.

Field observations

Patterns we see in 9 out of 10 organizations

Consistent across sectors. Independent of AI maturity.

Compare See your org against these patterns

AI arrives through a browser tab, not procurement

The first signal of a new tool is a paste, not a purchase order.

The riskiest prompts happen on personal accounts

Browsers outside identity management are where sensitive prompts land.

Sensitive data enters by paste, not by upload

DLP was built for files. AI risk is text. Different signal entirely.

Users have not been trained on safe AI use

Awareness training rarely covers what to paste, what to redact, when to escalate.

Adoption clusters around two or three workflows

AI use is not evenly spread. It collects around a small number of tasks.

Cost lives in minutes, not licenses

Licenses tell you what was bought. Minutes tell you what was used.

The Lounar Index · AI Maturity, observed

A maturity framework grounded in research

We measure what is actually happening through AI maturity assessments – at the point of work, in the prompts, on the devices, across the workforce. Multiple dimensions. Dozens of signals, continuously re-scored.

Score your org Walk through the framework with us
I.   STRATEGY

Strategic coherence

Does AI strategy match what the workforce is actually doing in AI tools, every day?

Signals observed
  • Alignment of use to stated priorities
  • Concentration vs. fragmentation of use cases
  • Tool diversity per function
  • Roadmap-to-reality gap
II.   EXECUTION

Operational depth

Is AI integrated into core workflows, or sitting as parallel experiments that never materialize?

Signals observed
  • Time-to-first-event per cohort
  • Active vs. dormant population
  • Frequency of new functionality adopted
  • Workflow penetration depth
III.   TECHNICAL

Data & control posture

How safely does sensitive data move through AI surfaces, and how enforceable is policy?

Signals observed
  • Sanctioned vs. personal-account use
  • PII flux across classifiers
  • Policy enforcement rate at point of use
  • Coverage of the fleet
IV.   ORGANIZATION

People & AI fluency

Is competence spreading across roles and teams, or pooled in a few power users?

Signals observed
  • Cross-functional adoption spread
  • Skill progression by role and team
  • L&D effect on day-to-day behavior
  • Error rate trend per cohort
V.   INNOVATION

Surface expansion

How quickly does the organization absorb new model classes, agents, AI traffic and emergent workflows?

Signals observed
  • Model class diversity tried
  • Agentic, MCP/A2A traffic
  • Emergent use cases from prompt mining
  • Time from launch to first internal use
CONVENTIONAL APPROACH

Outside-in scoring

Annual surveys. Press releases. Patent counts. Job postings. Board bios. A snapshot of intent that ages the day it ships.

THE LOUNAR INDEX

Behavior-grounded scoring

Live signals from the workforce itself – what tools, which teams, what data, how often. Maturity becomes a measurement, not a claim.

Questions

Questions every organization has to answer

Don't let AI decisions to be made on assumptions or hallucinations. 

Which AI tools is the workforce actually using?

Tools, users and teams mapped. Personal accounts included.

Is sensitive data leaving the building through prompts?

Real time detection of PII, secrets, names, URLs, emails and phone numbers in AI traffic.

Can we prove compliance posture without storing everything?

Plain language policy. Compiled to enforceable rule. Audit trail to your system of record.

How does this roll out without disrupting the workforce?

Configuration through G Workspace, Intune, Atera, Jamf and similar apps. No proxy. No new apps or browsers.

Who has adopted AI, and who has stalled?

Member level adoption, coverage, time to first event, dormant users.

Where is AI producing return, and where is it noise?

Time in AI per user per day, broken out by team, tool and use case.

For org leaders Talk to us about upskilling your AI organization
THE SAFETY PLATFORM

One console. Multiple lenses. Pick a tab.

Each lens is the answer to one of the questions above.

Live demo See the console in 20 minutes
In the console today

One layer beneath policy. One layer above the user.

Live now. Covering the daily realities of AI visibility, privacy, audit and rollout.

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PRIVACY

Nothing identifying leaves the device

17 classifiers run locally by default. Escalations are non attributable.

OWNERSHIP

Your data, your stack

Every event exports to your SIEM, EDR or system of record. Internal models train on de personalized data only.

AUDIT

Logs at your retention

Every detection, override and reviewer action preserved.

IDENTITY

RBAC out of the box

Integrates with HRIS or identity providers. Google Workspace identity supported now.

COMPLIANCE

Bare minimum storage by design

Clean FERPA posture. We retain only what your policy requires.

COVERAGE

Major AI platforms covered

Visibility across the leading providers your workforce is actually using — both prompts in flight and content sitting in connected accounts.

AI IS HERE TO STAY

From visibility today to AI Fluency and agent safety tomorrow.

Focus on AI Fluency by knowing where AI works for your organization, where it doesn’t, how to make every employee competent at it, and into the new surfaces AI itself is creating: agents, MCP traffic, autonomous actions.

Plan together Map your 12-month AI roadmap
TODAY · WHERE MOST ARE

Assumed AI use, no way to prove it

Personal accounts. Free tools. Sensitive prompts. No visibility, no policy, no usable evidence.

  • 01Shadow AI in browser tabs nobody tracks.
  • 02PII flows with no signal at the point of use.
  • 03ROI defended in anecdote, not evidence.
NOW · WHAT LOUNAR DOES

Visibility, governance and adoption in one console

Six lenses. Real time PII detection. Plain language policy compiled to rule. Audit to your system of record.

  • 01Visibility across the full AI surface.
  • 02Enforcement as log, obfuscate or redact, in real time.
  • 03Rollout as configuration, on managed and personal devices.
INDUSTRIES & CUSTOMERS

What Lounar protects today

From regulated enterprises to fast-moving consultancies — we deploy where AI use is high and visibility is low.

Knowledge workers · Higher education · K–12 districts · PE-backed portfolios · Transformation consulting · Financial services · Healthcare networks · Legal & professional services · Research & pharma · Government & public sector ·

See your shadow AI before someone else exploits it.

Every week without visibility is a week of compounding risk and missed return. We’ll walk you through the patterns we’re seeing in the field, mapped onto your environment.

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