Microsoft Viva Insights is the default AI adoption dashboard for organizations on Microsoft 365 Copilot. Larridin is a purpose-built AI adoption measurement platform covering 3,000+ AI tools across the full enterprise ecosystem. This comparison explains what each measures, where the gaps are, and when you need more than what comes bundled with your Copilot license.
| Dimension | Microsoft Viva Insights | Larridin |
|---|---|---|
| AI tools covered | Microsoft 365 Copilot only | 3,000+ AI tools including internal/homegrown — growing daily |
| Core metrics | Active users, Copilot actions, estimated assisted hours | Four-layer framework: Usage, Depth, Breadth, Segmentation |
| Adoption model | Binary: active vs. inactive | Spectrum: non-user → explorer → regular → power user → AI-native |
| Modality tracking | Not applicable — Copilot only | Text, code, image, audio, video — per user and department |
| Agentic AI | Copilot agents only (recently added) | All agent platforms, with consumption & spend tracking |
| Shadow AI detection | Not possible — only sees Microsoft | Continuous detection across 3,000+ tools |
| Proficiency | Not available | 9-dimension proficiency model with progression tracking |
| Benchmarking | Microsoft-provided Copilot benchmarks | 567-company dataset across 12 industries |
| Data freshness | Up to 6-day delay; 28-day rolling window | Real-time |
| Cost | Included with Copilot + Viva license | Separate investment |
Viva Insights is often described as "AI adoption analytics" when it's actually a Copilot usage dashboard:
What it tracks: Active Copilot users, Copilot actions by app (Meetings, Email, Chat, Documents, Copilot Chat), estimated Copilot assisted hours, and before/after behavioral comparisons.
What it does not track: Any non-Microsoft AI tool — ChatGPT, Claude, Gemini, AI coding tools (Cursor, GitHub Copilot, Claude Code), image/audio/video tools, internal AI systems, non-Microsoft agents, or Shadow AI of any kind.
Known limitations (from Microsoft's documentation): Metric computation issues caused underestimation of usage data for extended periods (June 2025–February 2026). 6-day data delay. Minimum group size restrictions. Tenants under 50 Copilot licenses lose premium features.
Viva Insights treats AI adoption as synonymous with Copilot adoption. In 2026, that's a dangerous blind spot:
The consequences: adoption rates are understated (Viva shows 40% Copilot adoption while actual AI adoption is 70%+), investment decisions are misguided (CIO invests in Copilot training when employees prefer ChatGPT for certain tasks), and Shadow AI is invisible (every non-Microsoft AI tool is undetectable).
Larridin's 3,000+ tool library provides the ecosystem-wide visibility that single-vendor dashboards structurally cannot. The four-layer framework measures not just whether people use AI, but how deeply, how broadly, and where.
No. It tracks Microsoft 365 Copilot usage only — no visibility into ChatGPT, Claude, Gemini, AI coding tools, image/audio/video AI, or internal AI systems.
Included with Copilot + Viva Insights licenses. Advanced analytics require a Viva Insights Analyst license and Power BI Desktop. Tenants under 50 Copilot licenses lose premium features.
It only sees the Microsoft ecosystem. In an enterprise with 200–300 AI tools, Viva provides visibility into one tool family. This makes it a Copilot dashboard, not an AI adoption dashboard.
No. Any AI tool used outside Microsoft is invisible. Shadow AI detection requires visibility across the full tool landscape, which Larridin provides through its 3,000+ tool library.
Yes — they complement each other. Viva provides app-level Copilot detail within M365. Larridin provides ecosystem-wide measurement across 3,000+ tools. The overlap is minimal. The gap Larridin fills is significant.
^1 Microsoft Learn, "Microsoft 365 Copilot impact report," February 2026.
^2 Microsoft Security Blog, "80% of Fortune 500 Use Active AI Agents," February 2026.
^3 Larridin, "State of Enterprise AI 2025," n=567 companies across 12 industries.
^4 OpenAI, "The State of Enterprise AI," 2025.
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