AI adoption cannot be guided with tooltips
Digital adoption platforms like WalkMe, Pendo, and Whatfix were designed for traditional SaaS applications with predictable UI flows. AI tools break this model entirely — they are conversational, embedded in IDEs, invoked via APIs, and constantly evolving. Oximy Pulse measures AI adoption the way it actually happens.
The Challenge
Why digital adoption platforms struggle with AI
Digital adoption platforms revolutionized how organizations roll out traditional SaaS tools. By overlaying step-by-step guides, tooltips, and in-app walkthroughs, they reduce time-to-proficiency for applications like Salesforce, Workday, and ServiceNow. But AI tools are a fundamentally different category. There is no fixed sequence of clicks to guide a user through. A developer using Copilot works inside their IDE. A marketing team using ChatGPT interacts through a chat interface. AI features embedded in existing tools have no standalone UI at all. DAPs cannot instrument what they cannot see.
- AI tools lack the predictable, step-by-step UI flows that DAPs are designed to overlay
- Most AI usage happens inside other applications — IDEs, browsers, Slack — where DAPs have no presence
- AI tool adoption is organic and bottom-up, not the top-down rollout DAPs optimize for
- The AI tool landscape changes too quickly for manual walkthrough creation to keep pace
The Gaps
Where digital adoption platforms fall short with AI
Cannot instrument AI interfaces
DAPs work by injecting overlays into web applications. AI coding assistants run in IDEs, AI chatbots use conversational interfaces, and AI APIs have no UI at all. There is nothing for a DAP to attach to.
No cross-tool visibility
DAPs are configured per application. When your organization uses 15 different AI tools across engineering, marketing, and operations, a DAP would need 15 separate configurations — assuming the tools even support overlay injection.
Adoption metrics limited to guided flows
DAP analytics measure walkthrough completion rates and feature click-through. They cannot tell you how many people used an AI tool today, how frequently they use it, or whether adoption is growing or plateauing across teams.
Built for rollouts, not discovery
DAPs assume you already know which tool to roll out and want to guide users through it. In the AI landscape, organizations first need to discover which tools employees have already adopted on their own — a problem DAPs were never designed to solve.
Feature Comparison
Digital adoption platforms vs Oximy Pulse
| Feature | DAPs | Oximy Pulse |
|---|---|---|
| AI Coverage | ||
| AI tool adoption tracking | All AI tools tracked automatically | |
| IDE-based tool measurement | Copilot, Cursor, Cody, and more | |
| API and embedded AI tracking | ||
| Traditional SaaS | ||
| In-app walkthrough creation | ||
| Tooltip and guide overlays | ||
| Adoption Intelligence | ||
| Cross-application adoption view | Per-app only | Unified view across all AI tools |
| Shadow tool discovery | Automatic discovery of unapproved tools | |
| Team-level adoption comparison | Limited to instrumented apps | Organization-wide team comparison |
| Deployment | ||
| Requires per-app configuration | Yes, per application | No, automatic detection |
| Time to first insight | Weeks (per app setup) | Hours |
AI Coverage
AI tool adoption tracking
IDE-based tool measurement
API and embedded AI tracking
Traditional SaaS
In-app walkthrough creation
Tooltip and guide overlays
Adoption Intelligence
Cross-application adoption view
Shadow tool discovery
Team-level adoption comparison
Deployment
Requires per-app configuration
Time to first insight
Tools in This Category
Digital adoption platforms
DAPs excel at guiding users through traditional SaaS applications. Oximy Pulse addresses the AI adoption challenge they were not built for.
Why Oximy Pulse
Built for how AI adoption actually works
Oximy Pulse measures AI adoption across your organization without requiring in-app instrumentation or predefined user flows.
No instrumentation required
Oximy Pulse detects AI tool usage across your organization without injecting code into each application. It works regardless of whether the AI tool is a web app, IDE extension, desktop application, or API.
Unified adoption dashboard
See adoption data for every AI tool in a single view. Compare adoption rates across teams, track trends over time, and identify which tools are gaining traction — all without configuring each tool individually.
Discovery before guidance
Before you can drive adoption of the right AI tools, you need to know what is already being used. Oximy Pulse discovers the full landscape of AI tools in your organization, giving you the foundation for any adoption strategy.
Adoption velocity metrics
Go beyond binary adopted/not-adopted measurement. Oximy Pulse shows adoption velocity — how quickly tools spread across teams, which departments lead, and where adoption stalls — so you can intervene with targeted enablement.
FAQs
Frequently asked questions
They serve different purposes. Your DAP remains the right tool for guiding users through traditional SaaS applications with structured interfaces. Oximy Pulse addresses a problem DAPs cannot solve: measuring adoption of AI tools that lack the predictable UI flows DAPs require. Use your DAP for Salesforce onboarding and Oximy Pulse for understanding AI adoption across engineering, marketing, and operations.
Have more questions? Contact our team
Measure AI adoption the way it actually happens
Get organization-wide AI adoption intelligence without per-app instrumentation.