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AI ROI, Measured

Prove the Real ROI of Your AI Investments
Most enterprises are spending millions on AI without knowing what’s working. Lanai makes AI usage, impact, and economic value visible so you can scale what delivers returns and cut what doesn’t.

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Why Most AI ROI Calculations Are Wrong

AI adoption is happening faster than most organizations can track it. And the way ROI is typically calculated only makes the problem worse.

Here’s what leaders are up against:

AI usage is largely invisible.

A significant share of enterprise AI activity happens outside approved tools, dashboards, or reporting systems.

“Time saved” isn’t a business metric.

Productivity claims don’t translate cleanly into revenue, cost savings, or risk reduction. 

Early adopters skew the data.

ROI models often reflect power users, not enterprise-wide reality.

High-stakes decisions are made without evidence.

Workforce planning, budget allocation, and security posture are being shaped by assumptions instead of facts. 

AI ROI Is About Value Creation, Not Activity

AI ROI is not “how often people use tools.” It’s measurable value creation at scale, minus risk and waste. A simple way to think about it:

(Value × Scale) – Risk – Waste = Real ROI

Value

Revenue growth, service quality, throughput, risk avoided

Scale

Adoption across teams, not just a few power users

Risk

Security, data leakage, compliance exposure

Waste

Redundant tools, unused licenses, shadow spend

You can’t measure ROI on what you can’t see.

How Lanai Makes AI ROI Measurable

Lanai provides the visibility layer enterprises need to measure AI’s economic impact without slowing innovation or exposing sensitive data.

Productivity Economics

See who’s using AI, how often, and for which workflows. Then translate usage into economic value using real operational context, not guesses.

Revenue and Growth Impact

Identify where AI accelerates deal cycles, expands capacity, improves service, or enables teams to pursue opportunities they previously could not.

Risk Prevention Economics

Surface risky or unsanctioned AI behavior early, before it becomes a costly incident. In many enterprises, avoided loss is one of the biggestROI drivers.

Spend Rationalization

Reveal overlapping tools, unused licenses, and fragmented adoption patterns so you can consolidate spend without cutting outcomes. Lanai does not hand you a generic ROI score. Lanai gives you the data that makes ROI defensible.

Lanai does not hand you a generic ROI score.
Lanai gives you the data that makes ROI defensible.

What Enterprises Discover When AI Becomes Visible

You don’t need to change tools to uncover value. You need visibility.

Built for Leaders Accountable for AI ROI

Lanai’s AI ROI visibility is designed for leaders whoneed data-driven answers that build a business case forAI investments.

Why Enterprises Choose Lanai for AI ROI Visibility

Enterprises choose Lanai to understand the AI they already have (not to "do more with AI").

Edge-based visibility so sensitive data stays within your environment

Real usage capture, not surveys or self-reporting

Enterprise-scale coverage across tools, copilots, and workflows

A shared source of truth across finance, security, and operations

You can’t calculate returns on what you can’t see.

Turn AI Spend Into Measurable Economic Returns

See how enterprises uncover real ROI from AI without slowing innovation. No sales pitch. Just a walkthrough of your AI visibility gaps and ROI opportunities.

Request a Demo

AI ROI, Measured

Prove the Real ROI of Your AI InvestmentsMost enterprises are spending millions on AI without knowing what’s working. Lanai makes AI usage, impact, and economic value visible so you can scale what delivers returns and cut what doesn’t.

Prove the Real ROI of Your AI Investments
Most enterprises are spending millions on AI without knowing what’s working. Lanai makes AI usage, impact, and economic value visible so you can scale what delivers returns and cut what doesn’t.