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Making Microsoft Copilot Count in Local Government

Mark Main
Account Director, Telefónica Tech
29 October 2026

Local government teams are being asked to deliver more while managing continued pressure on budgets, resources and workforce capacity. Yet a significant amount of employee time can still be spent preparing documents, summarising meetings, searching for information and managing correspondence.

Microsoft 365 Copilot offers an opportunity to reduce some of this administrative burden. Integrated with the Microsoft 365 applications employees already use, it can help them draft content, summarise information and work more efficiently.

The opportunity isn’t simply to introduce another AI tool. It’s to understand where employees are losing time today and identify where Copilot can reduce repetitive work, improve everyday processes and create more capacity for higher-value activities.

 

From experimentation to everyday productivity

Copilot can support employees across different roles and services, helping them complete routine tasks more efficiently.

Practical applications include:

  • Summarising meetings: identifying key discussion points and drafting action lists for review.
  • Creating documents and reports: producing first drafts and refining written content.
  • Managing correspondence: summarising lengthy email threads and helping draft responses.
  • Preparing for meetings: summarising relevant information from existing documents and communications.
  • Finding information: locating and summarising organisational content, subject to existing access permissions.

Individually, these activities might save relatively small amounts of time. Across multiple teams and services, however, reducing everyday administrative work could create valuable additional capacity.

Local government teams should identify where Copilot could make the greatest difference and measure the results. Comparing how long selected tasks take before and after adoption, alongside employee feedback and output quality, can help establish whether the technology is delivering meaningful benefits.

 

Adoption requires more than licences

Providing employees with access to Copilot doesn’t automatically lead to effective adoption.

People need to understand where the technology can help, its limitations and how it should be used appropriately. Practical workshops, role-specific examples and internal champions can help employees build confidence and share effective approaches.

Training is most useful when it relates to familiar tasks. When employees can see how Copilot helps solve a problem they encounter regularly, its value becomes clearer.

Local government teams should also gather feedback to understand which applications work well and where further support is needed. Success should be measured by more than licence allocation or usage. The focus should be on whether employees can complete tasks more efficiently while maintaining the quality of their work.

 

Governance needs to grow with adoption

Responsible use matters just as much as productivity.

Local government holds significant amounts of sensitive information about residents, employees and public services. Before Copilot becomes embedded in everyday work, organisations need to understand their information environment, access permissions and governance arrangements.

Microsoft 365 Copilot respects users’ existing permissions. This means it can work with organisational information that an employee is already authorised to access. However, if documents or sensitive information have been shared too widely, Copilot doesn’t automatically resolve that underlying issue.

Reviewing access permissions, identifying overshared content and ensuring appropriate information protection policies are in place should therefore form part of adoption planning.

Local government teams should also establish clear guidance covering:

  • Information access: ensuring permissions reflect employees' roles and responsibilities.
  • Data protection: applying appropriate controls to sensitive and personal information.
  • Human oversight: checking AI-generated content for accuracy, relevance and completeness.
  • Accountability: making clear who is responsible for reviewing and approving the final output.
  • Appropriate use: helping employees understand which tasks are suitable for AI assistance and when additional scrutiny is required.

The level of oversight should reflect the task and the sensitivity of the information involved. Drafting a routine internal communication presents different considerations from preparing information that could influence a sensitive decision about a resident.

Establishing these foundations helps local government adopt Copilot with greater confidence while maintaining appropriate oversight and public trust.

 

Start with the work, not the technology

A useful starting question is: Where are employees spending time on repetitive activities that could be assisted by AI?

Local government teams can begin by identifying common administrative tasks, selecting a small number of suitable use cases and establishing how success will be measured. They should also review relevant permissions and governance arrangements, provide practical employee training and gather feedback as adoption develops.

Measuring the results against an initial baseline can help teams understand whether tasks are completed more efficiently and whether output quality is maintained. These findings can then inform decisions about where to extend Copilot use.

This changes the conversation from “How do we deploy Copilot?” to “Where could Copilot make work better, and how will we know?”

AI doesn’t remove the need for skilled and knowledgeable employees. Used effectively, Microsoft 365 Copilot can help reduce repetitive work and give people more time to apply the experience, judgement and expertise that technology cannot replace.

 

Helping Local Government Work Smarter

This article is part of our Helping Local Government Work Smarter series, exploring how local government can use technology, data and AI to address operational challenges, improve services and make better use of resources.

 

Explore the full blog series…

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