AI-powered customer service transformation with Dynamics 365, Microsoft Copilots and Power Platform
Customer service leaders know the pressure is coming from every direction. Customers expect faster answers, more personalized interactions and smoother handoffs across channels. Agents need better context, not more screens. Operations teams need to improve resolution speed and efficiency without creating new layers of complexity. And many organizations are still trying to connect fragmented systems, siloed data and inconsistent service workflows before AI can deliver real value.
That is where PS Hummingbird helps. Built on Publicis Sapient’s digital business transformation expertise and Microsoft-focused AI and cloud capabilities, PS Hummingbird helps enterprises modernize customer service with an end-to-end approach. Using Dynamics 365, Microsoft Copilots, Power Platform, Microsoft Fabric and Azure-based AI capabilities, PS Hummingbird helps organizations move beyond standalone automation or disconnected proofs of concept. The focus is practical transformation: redesigning service workflows, connecting customer and business data, empowering agents with relevant context and embedding AI into the flow of work.
Move from service modernization ambition to service operations that actually work better
Many organizations have already tested AI in isolated ways. They may have piloted summarization, chat support or simple workflow automation. But service transformation only becomes meaningful when those capabilities are connected to the systems, data and decisions that shape everyday customer interactions. AI should not sit on top of inefficient processes. It should help reimagine how service is delivered across the front office.
PS Hummingbird is designed to operationalize AI inside real business workflows. For customer service teams, that means using Microsoft technologies to make work more connected, more informed and more scalable. Dynamics 365 can serve as the service backbone. Microsoft Copilots can help surface insight, accelerate actions and reduce manual effort. Power Platform can automate repetitive activities and support low-code workflow innovation. Microsoft Fabric can help unify the business process data needed to make AI more useful, accurate and relevant in context.
What AI-powered customer service transformation can look like
With the right strategy and operating model, enterprises can create a more intelligent service environment across channels and teams. PS Hummingbird helps organizations design for outcomes such as:
- Better agent context: Equip service teams with connected customer, case and process information so they can respond with more confidence and less time spent searching across systems.
- Smarter workflow design: Redesign service journeys so AI supports triage, routing, summarization, knowledge access and next-best actions within the tools teams already use.
- Automation of repetitive tasks: Use Power Platform and AI-enabled workflows to reduce manual administrative work, accelerate follow-up activities and free agents to focus on higher-value interactions.
- Faster issue resolution: Improve how information flows across service operations so teams can move from intake to action with less friction and fewer handoff delays.
- Connected enterprise data: Prepare fragmented customer and business process data for AI by integrating it into a more unified foundation with Microsoft Fabric.
- More sustainable adoption: Embed AI into day-to-day service operations in ways that feel natural to agents, leaders and support teams rather than adding another disconnected tool.
Built on Microsoft technologies, shaped around real service operations
PS Hummingbird brings together the Microsoft stack in a way that supports both transformation design and enterprise execution. Dynamics 365, Microsoft Copilots, Power Platform, Microsoft Fabric and Azure OpenAI Service are not treated as separate products to be deployed independently. They are combined as part of a connected service transformation model.
That matters because modern customer service is not one workflow. It spans intake, case management, agent support, process orchestration, escalation, reporting, training and continuous improvement. To improve service meaningfully, organizations need a partner that can align technology choices to business priorities and user realities. Publicis Sapient’s broader SPEED model brings together strategy, product, experience, engineering and data and AI capabilities to support that outcome-driven approach.
Why process design and user experience matter as much as the technology
One of the most common reasons service transformation underdelivers is that organizations add new technology without redesigning the work around it. PS Hummingbird takes a different approach. It includes user experience and process design because service modernization succeeds when AI improves how work actually gets done.
That can mean rethinking how agents access information, how service journeys are structured, how cases move between teams, how exceptions are handled and how automation supports rather than interrupts human judgment. When AI is embedded into well-designed experiences and workflows, adoption becomes more natural. Agents can spend less time navigating systems and more time resolving issues. Leaders gain a clearer path from investment to measurable operational change.
Data readiness is essential to better service outcomes
AI in customer service is only as valuable as the business context behind it. If customer data is fragmented, case history is incomplete or process information is trapped across systems, even promising AI capabilities will have limited impact. PS Hummingbird helps organizations prepare enterprise data for generative AI by integrating business process data into Microsoft Fabric.
For service organizations, that foundation can support more relevant insights, better workflow orchestration and more tailored AI-powered experiences. It also helps enterprises move toward a more governed and scalable model for front-office transformation, where decisions are based on connected information rather than partial visibility.
End-to-end delivery, not another disconnected pilot
PS Hummingbird is built for organizations that need more than a proof of concept. It provides end-to-end services across strategy and planning, user experience and process design, data analysis, implementation, testing, training and ongoing support. That full journey is especially important in customer service, where operational change depends on people, workflows, governance and adoption as much as platform configuration.
Publicis Sapient helps enterprises identify high-value use cases, assess readiness, define a roadmap and move into production-ready implementation with clear objectives. Testing and governance are built into delivery to reduce risk and validate how solutions perform in real operating environments. Training and ongoing support help turn deployment into new habits and internal capability, so modernization efforts create lasting value instead of fading after launch.
Accelerating implementation quality and continuity
For Dynamics 365 Customer Engagement and Power Platform projects, PS Hummingbird also brings proprietary acceleration through Nectar Works. Designed to streamline the project lifecycle, Nectar Works helps teams retain and use project knowledge from sales through delivery handover, reducing friction and improving continuity. It can support activities such as workshop planning, blueprint creation, backlog management and sprint planning.
When used together with Sapient Slingshot, Publicis Sapient’s AI-powered software development platform, PS Hummingbird estimates a 40% increase in speed from design to code, iterate, build and test, along with a 50% to 60% increase in identifying and correcting software defects. That combination helps teams spend less time on administrative overhead and more time focused on business outcomes, strategy and delivery quality.
A partner for lasting front-office transformation
Customer service modernization should lead to a stronger operating model, not a fragmented collection of AI features. PS Hummingbird helps enterprises combine Microsoft technologies with transformation strategy, service design, implementation rigor and adoption support so customer service teams can work smarter and customers can get better outcomes.
For organizations looking to transform service with Dynamics 365, Microsoft Copilots and Power Platform, the opportunity is bigger than automation alone. It is a chance to redesign workflows, connect data, equip agents with better context and build a more scalable, AI-enabled front office. With PS Hummingbird, Publicis Sapient helps make that shift practical, governed and built to last.