Published 24/06/2026
Author: Team CPS
Organisations are now looking to deploy AI agents that can answer questions, automate work, complete business processes and even operate independently with minimal human intervention.
Microsoft is leading this shift through Microsoft 365 Copilot, Copilot Studio and Copilot Agents, providing organisations with different types of agents designed for different business outcomes.
Some are designed to retrieve information, others perform specific tasks, and the most advanced can operate autonomously across business systems and workflows.
Understanding the differences is essential for organisations looking to unlock real business value from AI.
Most organisations begin their AI journey with a conversational assistant capable of answering questions and generating content.
As AI maturity increases, organisations typically move through three stages:
Each stage delivers increasing levels of intelligence, automation and business impact.
The key difference is not simply what the agent knows, but what it can actually do.
Retrieval Agents are designed to find, summarise and present information from trusted sources.
Rather than generating answers from general internet knowledge, Retrieval Agents connect directly to organisational content and provide responses grounded in company data.
Think of them as highly intelligent search assistants.
Microsoft SharePoint
Microsoft Teams
OneDrive
Microsoft 365 content
Knowledge bases
Policies and procedures
PDFs and documentation
Websites and intranets
Dynamics 365 records
External business systems
Using Retrieval Augmented Generation (RAG), the agent searches relevant sources before generating a response, ensuring answers are based on trusted information.
Typical capabilities include:
Retrieval Agents are often the easiest and fastest starting point for organisations beginning their AI journey.
Task Agents go beyond answering questions.
They can perform actions on behalf of users by connecting to business applications, workflows and systems.
Instead of simply providing information, they help users get work done.
Microsoft Dynamics 365
Microsoft Power Platform
Microsoft Teams
Microsoft Outlook
Microsoft SharePoint
Microsoft Dataverse
ERP systems
CRM systems
Service management platforms
Third-party APIs
These integrations allow agents to trigger actions, update records and automate business processes.
Typical capabilities include:
For many organisations, Task Agents represent the first stage where measurable productivity gains begin to emerge.
Autonomous Agents represent the next generation of business AI.
Unlike Retrieval Agents and Task Agents, Autonomous Agents can operate independently, make decisions within defined boundaries and proactively execute business processes.
These agents do not wait for instructions.
Instead, they monitor events, evaluate conditions and take action automatically.
Microsoft Dynamics 365
Power Platform
Dataverse
ERP systems
CRM platforms
Customer service systems
Supply chain applications
Finance platforms
Email systems
Microsoft Teams
External APIs
Industry-specific solutions
Capabilities may include:
These agents effectively become digital team members operating alongside human employees.
Ideal for:
Commonly supports Retrieval Agent scenarios.
Provides the platform for creating:
Organisations can connect data sources, define actions and create sophisticated agent experiences without extensive custom development.
Provide the business data, workflows and automation capabilities that allow agents to take meaningful action across business processes.
Together, these technologies create a foundation for enterprise-scale AI adoption.
The answer depends on your AI maturity and business objectives.
Start with Retrieval Agents if:
Move to Task Agents if:
Explore Autonomous Agents if:
Many organisations will deploy all three agent types, creating a layered AI strategy that combines knowledge retrieval, task execution and autonomous operations.
AI agents are rapidly becoming one of the most transformative technologies available to organisations. The conversation is no longer about whether businesses should use AI, but how they can deploy the right type of agent to solve the right business problem.
Microsoft’s investment in Copilot, Copilot Studio and the broader Power Platform ecosystem is making these capabilities accessible to organisations of all sizes. The organisations that begin experimenting today will be best positioned to create a workforce where people and AI agents work together to drive productivity, efficiency and innovation.
Understanding the different types of AI agents is only the beginning. The real challenge is identifying where agents can deliver the greatest impact across your organisation, whether that’s helping employees access information faster, automating repetitive processes, or deploying autonomous agents that transform entire business functions.
At CPS, we help organisations move beyond AI experimentation and into real-world adoption. As a Microsoft Solutions Partner specialising in AI, Business Applications, Modern Work and Data & Analytics, we work with organisations across the public and private sectors to identify, design and deploy Microsoft Copilot and Copilot Agent solutions that deliver measurable business outcomes.
Our expertise has been recognised by Microsoft, with CPS being named Microsoft Partner of the Year 2025, acknowledging our commitment to helping customers unlock value through Microsoft’s AI and business technology ecosystem.
Whether you’re exploring your first Retrieval Agent, looking to automate business processes with Task Agents, or considering the possibilities of Autonomous Agents, our specialists can help you build a roadmap aligned to your business goals.
Speak to our team about an AI Discovery Workshop, Copilot Readiness Assessment or Agent Strategy Session and start turning AI potential into practical business value.
Contact CPS today to begin your Microsoft Copilot Agent journey.
Explore more insights
CPS has achieved Microsoft Copilot Jumpstart Prioritised Tier status, recognising our expertise in delivering Microsoft 365 Copilot, Copilot Studio and Copilot Agent solutions that drive real business value.
Worried AI could expose salaries or confidential data? Learn how Copilot decides what it can see, why oversharing happens, and how Microsoft Purview keeps sensitive HR and finance data protected
Great Western Railway transformed project delivery with Microsoft Power Platform, enhancing governance, automation, and user experience through digital innovation and CPS expertise.