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.
TL;DR
- Viva Insights measures Copilot. Larridin measures AI adoption. Viva tracks Copilot usage across five M365 apps. It does not track ChatGPT, Claude, Gemini, or any of the other 200–300 AI tools your employees are actually using.
- The multi-vendor blind spot is the core limitation. If your employees use any AI tools outside Microsoft — and they do — Viva shows you a single room and calls it the house.
- Viva Insights is free with your Copilot license. For organizations early in their AI journey with Copilot as the primary tool, it's a reasonable starting point.
- Larridin is for organizations that have outgrown single-vendor dashboards. 3,000+ tools, four-layer measurement, agentic AI tracking, Shadow AI detection, and proficiency measurement — built for the reality that enterprise AI is an ecosystem, not a single product.
The Core Comparison
| 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 |
What Viva Insights Actually Measures
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.
The Multi-Vendor Blind Spot
Viva Insights treats AI adoption as synonymous with Copilot adoption. In 2026, that's a dangerous blind spot:
- Enterprises have 200–300 AI tools in active use when audited
- 83% report Shadow AI growing faster than IT can track
- 80% of Fortune 500 use AI agents across multiple platforms, not just Microsoft's
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.
When Viva Insights Is Enough
- Copilot is genuinely your only AI tool and employees aren't using anything else
- You're in the first 90 days of Copilot rollout — Viva's before/after comparison is useful for initial tracking
- Budget is zero — use what comes with your license
- You need a quick baseline on Copilot-specific usage
When You've Outgrown Viva Insights
- Employees use AI tools beyond Copilot — Viva has no visibility into non-Microsoft AI
- The board is asking about AI adoption, not Copilot adoption — Viva's single-product view can't answer that
- Shadow AI is a concern — you can't detect it with a single-vendor dashboard
- You're deploying AI agents across platforms — Viva only tracks Microsoft agents
- You need power user tracking — Viva classifies active/inactive; Larridin tracks power user density and week-over-week growth by department (the 6x productivity gap between power users and average users makes this distinction critical)
Frequently Asked Questions
Can Viva Insights measure AI adoption across non-Microsoft tools?
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.
Is Viva Insights free?
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.
What is the main limitation for AI adoption tracking?
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.
Can Viva Insights detect Shadow AI?
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.
Can I use Viva Insights and Larridin together?
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.
Footnotes
^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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Feb 28, 2026 11:32:34 PM