Mendo AI Impact Center turns scattered GenAI usage into a clear organizational picture. Understand the use cases that emerge in your teams, prioritize the right agents to deploy, and measure ROI you can defend. Privacy by design, secure by architecture.
Where exactly is AI creating value, and how do I scale it?
Enterprises are deploying AI tools, training teams, paying licenses. But most leaders pilot blind: they don't know which use cases are actually emerging, where the value is concentrated, or which agents to build next.
Three signals every AI leader recognizes
01
Investment without visibility
Tools are deployed and teams are trained, but no one can describe what's actually happening on the ground.
02
No data to prioritize
Which agents come next? On which teams? Decisions get made on intuition, not on the reality of usage.
03
Agentification without a starting point
Everyone agrees workflows need to be agentified. No one can say which ones to start with.
Mendo AI Impact Center changes that.
The answer · Mendo AI Impact Center
Understand what AI actually produces. Decide what to build next
Mendo AI Impact Center is the analytics layer of the Mendo system. It understands how your teams actually use AI across every interface, surfaces the patterns that matter, and turns scattered usage into the data leaders need to steer the next moves.
CopilotChatGPTClaudeGeminiInternal GPTs
Real usage understanding
See exactly what your teams do with AI: which tools, which prompts, which functions. 50+ categories, comparison by team and department.
Agent and skill prioritization
Detect repetitive, high-impact use cases to deploy the right agents in the right places. Roadmap aligned to ground-truth data.
ROI measurement
Quantify time saved, productivity gains, FTE equivalent and euro savings. Our ROI model draws on leading AI studies, rich external sources, and cross-client expertise to value each use case and prioritize what to scale, so you can defend the numbers at your executive committee.
How it works
From anonymous signals to a unified view of usage
Mendo gets an understanding of your key use cases while keeping every user anonymous and your data off the cloud. Grouped and anonymized by design, so you get organizational insight without surveillance.
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Anonymous by design
Mendo never identifies individual users. Every signal is anonymous from the start, so you understand how your organization uses AI without ever monitoring a single person. You get insight at the team and company level, never surveillance.
Automatic use case identification
Mendo automatically surfaces and groups the use cases your teams actually run, no manual tagging, no setup.
Unified reporting
All your GenAI usage, across every tool, team, and department, consolidated into one clear dashboard.
Privacy by design
The structural guarantees
Zero data out: prompts and conversations never leave your environment
Anonymous by design: no name, no identifiable data, ever
Aggregated only: the dashboard shows organizational patterns, never individual behavior
Sensitive categories (HR, legal, social topics) can be excluded by configuration
IN PRACTICE
Three concrete patterns we see across deployments
Banking & Insurance (~800 users)
"We deployed Copilot for 800 people. We have no idea what our teams are actually doing with it."
What Mendo reveals: high-value use cases emerging (regulatory monitoring, structured client meeting summaries), commercial teams using AI to prepare contract negotiations, zero usage on legal use cases that were supposed to be priority.
"Our sales reps use AI, but we don't know what for exactly."
What Mendo reveals: top use case is prospecting email drafting (55% of prompts), second is account research and meeting prep (25%), ~5h/week saved per rep = 600h/quarter.
Decision: deploy a "Sales Copilot" agent for prospecting + report ROI at the CODIR.
Executive leadership / Strategy (all sectors)
"We know our teams use AI, but we have no idea what for."
What Mendo reveals: 50+ use cases identified automatically, clear view of drafting / analysis / creation / automation / decision support, mismatch between actual usage and the official AI strategy.
Decision: realign the AI roadmap on real usage, not stated intentions.
Mendo Stack
The analytics layer of a coherent system
Mendo Adoption
Drives GenAI adoption on horizontal chats (Copilot Chat, ChatGPT, Claude, Gemini, internal GPTs). The user-facing layer. The foundation.
Mendo AI Impact Center
The real usage produced by Adoption into a clear understanding of what teams actually do with GenAI: which use cases drive the most value, where productivity gains are real, where to focus next. The analytics layer.
Mendo Agents
Once you understand real usage, you know which agents to build and where to deploy them. Mendo Agents turns that understanding into deployed, adopted, and governed enterprise agents. The agent layer.
Testimonial
Trusted by enterprises leading the shift to GenAI
"GenAI is transforming our businesses. It's essential to support our teams in adopting these new uses and developing the new skills required. We chose Mendo because it addressed all our challenges. This initiative aims to make AI a competitive advantage."
Aurélia Le Baudour, Head of Innovation, CNP Assurances
85% weekly adoption (vs 18% baseline)
50% applied use cases (vs 6%)
At Groupe Rocher, we're convinced that the art of prompting is a key skill for the future of our teams. That's why we chose Mendo as a strategic partner.
Stanislas Duthier, Group CIO, Groupe Rocher
90%weekly adoption (vs 18% baseline)
40% applied use cases (vs 2%)
Training is essential to drive GenAI adoption. Mendo's integrated, hands-on solution is the best we've found. GenAI adoption has skyrocketed in our teams, and the support from Mendo's team is excellent.
Agathe Destang, Chief Digital Officer, NGE
90%weekly adoption (vs 18% baseline)
41%applied use cases (vs 6%)
Who it's for?
Built for the leaders accountable for GenAI strategy
🎯 Chief Information Officers & CTO
You sponsor the GenAI program. AI Impact Center gives you the visibility to defend the budget, justify investment, and steer the rollout with data instead of intuition.
🤖 Heads of AI, Chief Digital Officers, AI Innovation leads
You decide which agents and platforms to deploy next. AI Impact Center surfaces the use cases ready to be agentified, ranked by frequency and potential impact.
💼 Chief Financial Officers
You're asked to validate AI investments. AI Impact Center attributes ROI by team and use case, in hours saved and euros, with a methodology you can defend internally.
FAQ
Frequently Asked Questions
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Is this surveillance? What do my teams actually see?
No. Mendo AI Impact Center is privacy by design. Raw prompts never leave the user's environment — only anonymized intent signals are transmitted, never identifiable data. Sensitive categories can be excluded by configuration. The dashboard shows aggregated organizational patterns, never individual behavior.
How is this different from analytics dashboards from Microsoft or OpenAI?
Vendor analytics tell you which features are used and how often. AI Impact Center tells you what your teams are actually doing with AI: which use cases are emerging, which deserve to be scaled, which agents to deploy next. A strategic view, not a usage vie
Are use cases predefined?
Use cases are built from your reality, not predefined. They emerge progressively from your customer-specific usage patterns, then surface through a standardized reading layer we've developed from our experience across deployments. The result: a view that reflects your actual reality, with the comparability of a shared framework.
Which AI tools does AI Impact Center cover?
Microsoft Copilot, ChatGPT, Claude, Gemini, internal GPTs, and any GenAI tool accessible via the Mendo extension. Coverage extends as new tools are integrated.
How does this fit with the rest of the Mendo stack?
AI Impact Center is the admin layer. It works standalone but compounds with Mendo Adoption (which drives usage on horizontal chats) and Mendo Agents (which deploys and drives adoption of the agents AI Impact Center recommends).
Let's get started !
Stop guessing where AI creates value. Start measuring it.
See how Mendo AI Impact Center turns scattered GenAI usage into the data you need to steer your AI strategy.
