The City of Raisio, a municipality in southwestern Finland, has kicked off a structured Microsoft 365 Copilot adoption program that, by the end of 2025, will have put the AI assistant into the daily workflows of nearly 100 city employees. The initiative, run in cooperation with digital services firm Sogeti—a Capgemini brand—marks one of Finland’s most deliberate public-sector Copilot deployments to date.
The rollout began in autumn 2025 with an intensive training phase. Rather than simply flipping a switch, Raisio opted for a workforce-first strategy: employees from multiple departments received hands-on coaching so they could integrate Copilot into core Microsoft 365 applications—Word, Excel, PowerPoint, Outlook, and Teams—from day one with guardrails and best practices.
Mika Mannervesi, Raisio’s CIO, described the approach as a necessary investment in people, not just technology. “We’re not just giving people a new tool; we’re changing how work gets done,” he said in a statement accompanying the project launch. The city’s goal is to save each employee at least two hours per week on routine document creation, meeting summaries, and email triage—time that can be redirected toward citizen services.
A Phased Plan with an Eye on 2026
The autumn 2025 wave covers roughly 100 users across departments such as administration, urban planning, education, and social services. A wider rollout is scheduled for 2026, when the city intends to extend Copilot licenses to all municipal workers who rely on Microsoft 365 for daily tasks. By staggering the deployment, Raisio aims to build internal champions who can mentor colleagues and reduce the friction that often accompanies enterprise AI rollouts.
Sogeti designed a tailored curriculum that combines Copilot’s generic capabilities with municipality-specific scenarios. For example, urban planners learn to use Copilot in Excel to analyze infrastructure data and generate draft reports, while social workers practice summarizing case notes in Word or transcribing meetings in Teams. The training also covers responsible AI use, data privacy, and how to verify AI-generated content before it enters official records.
Why Finland—and Why Now?
Finland has long punched above its weight in digital government, consistently ranking among the top EU nations in e-government maturity. The national government has encouraged municipalities to experiment with AI, provided they comply with GDPR and the Act on Information Management in Public Administration. Raisio’s move aligns with this ethos but pushes the envelope further by embracing a commercial AI tool already familiar to millions of Windows and Microsoft 365 users worldwide.
For Microsoft, the Raisio project serves as a practical case study in the public sector—a market that has been cautious about generative AI due to security, compliance, and cost concerns. Successful adoption here could accelerate similar projects in other Nordic municipalities and beyond.
Inside Sogeti’s Training Regimen
Sogeti Finland, which has a long-standing partnership with the City of Raisio around digital transformation, developed a four-week training program. The first week focuses on fundamentals: navigating the Copilot pane, writing effective prompts, and understanding the semantic index that Copilot uses to ground responses in the user’s own documents, emails, and meetings.
Subsequent weeks drill into specific apps. For instance, the Outlook module teaches employees to let Copilot triage their inbox, summarize long threads, and draft replies using only internal data. The Teams module covers real-time meeting transcription and the “catch me up” feature that generates executive summaries for late arrivals. Throughout the training, Sogeti emphasizes that Copilot augments—not replaces—human judgment. Employees are told to treat AI output as a first draft that must be reviewed, a message reinforced by municipal policies drafted in parallel with the rollout.
Real-World Use Cases in a City Hall
While corporate Copilot success stories often focus on marketing or sales teams, municipal government presents unique use cases. In Raisio, finance officers use Copilot in Excel to detect anomalies in budget spreadsheets and generate plain-English explanations. HR professionals draft job advertisements and policy documents with AI assistance, cutting drafting time by more than half in pilot tests. Even the city’s communications team employs Copilot to translate press releases from Finnish to Swedish—both official languages—and English, using the AI’s language abilities while applying human review to ensure nuance.
One of the most compelling scenarios is in customer service. Front-line staff who handle citizen inquiries via email can now let Copilot retrieve relevant ordinances, meeting minutes, or previous correspondence and suggest response templates. This not only speeds up response times but also ensures that answers are consistent and grounded in official documentation.
The Windows Connection
For Windows enthusiasts, the Raisio story is a reminder that Copilot’s reach extends beyond the browser-based chatbot or the sidebar in Windows 11. In a municipal setting, most workers will encounter Copilot through the Microsoft 365 apps they already use on Windows PCs. The seamless integration—available via the Copilot key on newer keyboards or a keyboard shortcut—means that AI assistance is rarely more than a click away.
Microsoft has been steadily expanding Copilot’s capabilities within Windows itself, including the recent addition of Copilot for Microsoft 365 integration in the Windows Copilot runtime. For Raisio employees, this translates into a unified experience: they can ask Copilot to summarize a document while working in Word, then switch to the Windows Copilot pane to query a public-facing web topic without leaving the desktop environment.
Security and Compliance Under the Hood
Public-sector IT leads are rightly obsessed with data residency, encryption, and access controls. Microsoft 365 Copilot inherits the existing Microsoft 365 compliance framework, meaning that it respects the data boundaries set by the city’s IT administrators. Raisio configured its tenant so that Copilot only has access to data that the logged-in user already has permission to view—there is no cross-user data leakage. Moreover, because the city’s data stays within the EU Data Boundary for Microsoft 365, all processing complies with GDPR.
Sogeti also assisted Raisio in implementing additional controls, such as sensitivity labels that prevent Copilot from processing documents marked “confidential” without explicit user confirmation. These measures were key to gaining approval from the city council’s data protection officer.
Measuring Success: Time Saved and Service Improved
Raisio plans to measure the program’s impact through a combination of usage analytics, employee surveys, and citizen satisfaction scores. Early anecdotal evidence from the first cohort points to significant time savings in routine tasks. A typical urban planner reported reducing the time to create a zoning report from six hours to two, while a school administrator said that Copilot helped generate a 50-page curriculum plan in half the usual time.
More importantly, the city will track whether freed-up hours translate into better public service—shorter wait times for permit processing, more proactive communication from social services, or deeper analysis in policy proposals. The 2026 expansion will depend heavily on these metrics.
Broader Implications for Public-Sector AI
Raisio’s move comes at a pivotal moment. The European Commission’s AI Act encourages public-sector experimentation but demands high levels of transparency and human oversight. By training employees thoroughly and embedding human-review checkpoints, Raisio is building a model that could satisfy regulators while delivering tangible productivity gains.
Other Finnish municipalities are watching closely. The city of Turku, one of Finland’s largest, has expressed interest in a similar program, and the Finnish Local and Regional Government Association has formed a working group to share best practices. If Raisio can demonstrate a clear return on investment, 2026 could see a wave of Copilot adoptions across the country.
Challenges on the Horizon
No AI deployment is without hurdles. Some employees have expressed concern about job displacement, despite management’s reassurances that Copilot handles grunt work rather than decision-making. Others worry about over-reliance on AI leading to a loss of professional skills. To address these fears, Raisio has embedded change management into the training—emphasizing that Copilot is a digital assistant, not a replacement.
There’s also the matter of cost. Microsoft 365 Copilot carries a per-user-per-month fee (currently $30 in the U.S., with similar EU pricing). For a municipality of roughly 25,000 residents, licensing for all knowledge workers represents a notable budget line. Raisio plans to offset this by reallocating funds from other IT efficiency gains and by demonstrating hard savings in contracted hours and overtime.
What’s Next for Raisio
By early 2026, the city intends to have a full playbook for Copilot adoption ready to share with other municipalities. The IT department is also exploring deeper integrations, such as using Copilot with the city’s Dynamics 365 instance for financial management and with Power Platform for low-code automation.
For Windows news readers, Raisio’s story underscores a key trend: the AI features built into Windows and Microsoft 365 are not just for enterprises in Silicon Valley. They’re reaching city halls, schools, and public agencies where the impact can be measured in better lives, not just balance sheets. As one Raisio employee put it after a training session, “I didn’t think an AI could help me write a kindergarten placement letter, but here we are.”