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Case Study IT Services & Microsoft Cloud

CHEOPS Technology

AI Readiness Assessment for Microsoft 365 Copilot

From 5 days to 2 hours per assessment, foundation for scalable Copilot deployment

450 Users Assessed
2 hours Assessment Time
100+ Security Checks
Zero Downtime

About CHEOPS Technology

CHEOPS Technology is a French IT services provider specializing in Microsoft cloud solutions, including Azure and Microsoft 365. The company helps mid-sized to enterprise organizations migrate, secure, and manage their digital environments. As experts in cloud infrastructure and data governance, CHEOPS is now expanding its capabilities to help customers prepare for and adopt AI technologies like Microsoft Copilot, ensuring environments are secure and ready for deployment.

Visit CHEOPS Technology Website

Project Details

Industry
IT Services & Microsoft Cloud
Location
France
Migration
Microsoft 365 AI Readiness Assessment
Year
2026
Speed

5 Days → 2 Hours

AI readiness assessment turnaround for a 450-user Microsoft 365 tenant, freeing senior architects from manual analysis.

Visibility

Oversharing Detected at Scale

Anonymous sharing links and external exposure are now automatically discovered, where manual reviews routinely missed them.

Industrialized

Repeatable AI Readiness Practice

A single platform replaces multiple Microsoft admin portals, allowing CHEOPS to standardize and scale Copilot readiness across more clients.

AI Readiness Assessment Coverage

Single read-only OAuth scan across the full Microsoft 365 surface — Microsoft 365 AI Readiness Assessment

Microsoft Teams & Channels

Public channels, ownerless teams, guest access and external collaboration paths

SharePoint & OneDrive

Anonymous links, broken inheritance, sensitive files and oversharing detection

Exchange & Mail Flow

Auto-forwarding rules, suspicious inbox rules, full-access delegates

Entra ID & Purview

Admin accounts without MFA, dormant guests, unlabeled sensitive data

Cutting AI Readiness Assessments from Days to Hours at CHEOPS

How CHEOPS Technology cut Microsoft 365 assessments from 5 days to 2 hours, laying the foundation for secure, scalable Copilot deployment.

Key Outcomes

  • Reduced assessment time from 5 days to 2 hours for a 450-user tenant
  • Made it possible to run more assessments without increasing workload
  • Uncovered data oversharing (e.g., anonymous sharing links) that was difficult to detect before
  • Delivered actionable insights through reports, including executive summaries and detailed technical remediation steps
  • Made it easier to recommend and scope follow-up remediation work

Challenge: The Lack of Visibility Became a Liability

As a Microsoft integrator, CHEOPS Technology was already helping clients build and manage complex Microsoft 365 environments. But as they began expanding their service offering around AI, they needed a way to run more assessments without increasing the time spent on each one.

At the same time, they found that many clients didn't have a clear view of how their data was shared or accessed. Without that visibility, AI adoption could expose data that wasn't properly secured or labeled.

To address this, CHEOPS relied on manual AI readiness assessments using Microsoft tools and internal processes.

"It was a very manual process. It could take several days, especially with the time needed to prepare reports and presentations."

— Hugues Moccand, Systems Architect at CHEOPS

The process typically began with validating the customer's security posture — using available tools where possible, but often requiring additional manual verification within Microsoft 365 admin portals to review specific configurations.

Beyond security, CHEOPS also needed to assess data management across the organization, including how it was structured, shared, and governed. All of this information then had to be manually consolidated into a report that often combined findings from multiple tools and manual checks.

The result was a process that typically took five to ten days per assessment depending on the size of the tenant. But time wasn't the only challenge.

"Because we were using multiple tools and manual steps, there was always a risk of missing something important. Users often share files externally through OneDrive or Teams links, and it's very difficult to measure how much data is actually being shared outside the organization."

— Hugues Moccand

As demand for AI increased, this approach became harder to maintain. CHEOPS needed a way to run assessments faster while getting a more consistent view of the environments they were preparing for AI.

Solution: Structure Replaced Fragmentation

CHEOPS knew they couldn't deliver AI readiness assessments at a higher volume without reducing the manual work involved. So they turned to Cloudiway's AI Readiness Assessment to find the structured approach they were looking for.

With Cloudiway, CHEOPS could now run a single assessment that analyzes permissions, sharing configurations, governance controls, and overall security posture across the tenant instead of relying on multiple tools and manual checks.

"It was easy to connect to the customer environment because everything is set up automatically, including the creation of several applications to parallelize the process."

— Hugues Moccand

Once activated, the assessment runs independently, so no manual work is needed while it's running.

"For 450 users, the analysis took two hours. But we can run the assessment, have some other tasks to be done, and go back to the analysis when it's done and start to work on it, export, report, and so on."

— Hugues Moccand

The assessment delivers two types of reports — one for business stakeholders and one with detailed technical findings — giving CHEOPS a consistent way to review results and decide what to address next.

Results: Less Time, Less Effort, More Visibility

CHEOPS removed one of the main bottlenecks in their process with Cloudiway's assessment. What had previously taken five to ten days could now be completed in a few hours. Beyond speed, CHEOPS gained better visibility into areas that were difficult to assess manually.

"Oversharing was the biggest risk we were worried about. It's a relief to have this information included in the report, since it's something we would otherwise find very challenging to identify."

— Hugues Moccand

The platform helped CHEOPS introduce a more consistent way of evaluating environments. Moccand says the automated reporting eliminates time-consuming manual operations, while also providing more information (especially around data management) than comparable tools from Microsoft.

Each assessment produces a score from 1 to 5, along with detailed findings, replacing the manual percentages CHEOPS used before and making it easier to understand risk levels and prioritize actions.

Even the reporting structure itself changed significantly with Cloudiway, making outputs clearer, more actionable, and easier for both technical and business stakeholders to use.

The automated reporting also allows the CHEOPS team to rethink how its work is distributed, with junior team members now able to take on the assessment and senior architects freed up to focus on reviewing results and advising on next steps.

Overall, by replacing manual steps and separate tools with a single assessment, CHEOPS now has a process they can repeat across more clients without increasing effort.

"This will speed up the process and make our services more reliable. Because it's a single tool, we can industrialize our approach, meaning we can take on more projects, run more audits, and deliver better reports to our customers."

— Hugues Moccand

Next Steps: CHEOPS Is Now Ready to Industrialize AI Readiness

As CHEOPS expands its AI offering, the Cloudiway AI Readiness Assessment is becoming the first step before Microsoft Copilot deployments.

"We will encourage our customers to do an assessment before starting Microsoft Copilot implementation. We have a lot of demand for AI from our customers, so I think we will be using Cloudiway's AI Readiness Assessment a lot."

— Hugues Moccand

The structured reports also make it easier to identify and prioritize follow-up work. Instead of manually building reports, CHEOPS can use the assessment output to point directly to remediation tasks and next steps.

Beyond AI readiness, CHEOPS is also planning to use the same assessment for Microsoft 365 security audits, even for clients not planning to adopt Copilot.

"We will use Cloudiway's Assessment tool to do an AI assessment as preparation to implement Microsoft Copilot. But because it has very useful security information, even if the customer is not interested in Microsoft Copilot implementation, we can apply it in a general Microsoft 365 security audit."

— Hugues Moccand

This gives CHEOPS a way to use the same process across different types of projects, not just AI-related work. As demand for AI continues, the team expects to run more of these assessments as part of their standard approach.

The Challenge

Why Manual AI Readiness Assessments No Longer Scale

Key obstacles that needed to be overcome

CHEOPS Technology office
  • Manual AI readiness assessments took 5 to 10 days per client tenant, blocking scale
  • Multiple separate Microsoft tools and admin portals had to be cross-referenced for each audit
  • Oversharing risks (anonymous OneDrive and Teams links) were difficult to detect at scale
  • Reports had to be assembled by hand from PowerShell output and admin portal screenshots
  • Inconsistent results between auditors made it hard to industrialize the practice
The Solution

Why Cloudiway Was Selected

How Cloudiway addressed each challenge

01

A single AI Readiness Assessment platform replaced multiple Microsoft admin portals and PowerShell scripts

02

Automated permission analysis and oversharing detection across SharePoint, OneDrive, Teams, Exchange and Entra ID

03

Read-only OAuth tenant connection with automatic creation of parallelized scanner applications

04

Two ready-to-deliver reports — executive summary for business stakeholders and technical findings for IT teams

05

Cloud Adoption Framework (CAF) score from 1 to 5 replacing the previous ad-hoc percentage system

The Results

From Days to Hours: AI Readiness Assessment Results

Outcomes that exceeded expectations

5 days → 2 hours

AI readiness assessment turnaround for a 450-user Microsoft 365 tenant

Higher Throughput

Multiple assessments run in parallel without increasing consultant workload

Oversharing Visibility

Anonymous sharing links and external exposure now detected automatically

Industrialized Practice

Junior team members can run assessments while senior architects focus on advisory

We will encourage our customers to do an assessment before starting Microsoft Copilot implementation. We have a lot of demand for AI from our customers, so I think we will be using Cloudiway's AI Readiness Assessment a lot. Because it has very useful security information, even if the customer is not interested in Microsoft Copilot, we can apply it in a general Microsoft 365 security audit.

Hugues Moccand, Systems Architect CHEOPS Technology

Frequently Asked Questions

Common questions about the CHEOPS Technology AI Readiness Assessment engagement

How did CHEOPS Technology cut Microsoft 365 AI Readiness Assessments from 5 days to 2 hours?

CHEOPS Technology replaced its manual AI readiness audit process — built on PowerShell scripts and multiple Microsoft admin portals — with the Cloudiway AI Readiness Assessment platform. A single read-only OAuth connection to the tenant lets the platform automatically scan SharePoint, OneDrive, Teams, Exchange and Entra ID in parallel. A 450-user Microsoft 365 tenant assessment that previously took 5 to 10 days now completes in approximately 2 hours.

What does CHEOPS use the AI Readiness Assessment for?

CHEOPS Technology uses the Cloudiway AI Readiness Assessment as the first step before any Microsoft Copilot deployment. It identifies oversharing, dormant external guests, and admin accounts without MFA so that Copilot does not surface sensitive data inadvertently. CHEOPS also uses the same assessment as a general Microsoft 365 security audit for clients who are not yet planning to deploy Copilot.

Which Microsoft 365 workloads were scanned in the CHEOPS engagement?

The Cloudiway AI Readiness Assessment scans Microsoft Teams (channels, ownership, guest access), SharePoint Online and OneDrive for Business (anonymous links, broken inheritance, oversharing), Exchange Online (auto-forwarding rules, full-access delegates), and Entra ID with Microsoft Purview (admins without MFA, dormant guests, sensitivity labels). Coverage runs across 100+ security checks in 19 risk categories.

Why did CHEOPS Technology choose Cloudiway for AI readiness assessments?

CHEOPS chose Cloudiway because it consolidated multiple Microsoft tools and PowerShell scripts into a single AI readiness platform with consistent reporting, oversharing detection that manual audits routinely miss, a CAF Score from 1.0 to 5.0 that replaces ad-hoc percentage scoring, and white-labeled executive and technical reports that work for both business stakeholders and IT teams.

What were the operational results for CHEOPS Technology?

CHEOPS reduced AI readiness assessment time from 5–10 days to a few hours per tenant, gained the ability to run multiple assessments in parallel without adding consultant headcount, and shifted task allocation so that junior team members handle the assessment runs while senior architects focus on advisory and remediation. The structured CAF score reports also make it easier to identify and scope follow-up remediation work.

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