Agentic AI for Financial Services: From Discovery to Responsible Automation

Financial services leaders are under pressure to do two things at once: move faster on AI and move more carefully. Banks, payments providers, insurers and wealth firms see the potential of agentic AI to streamline operations, improve decision-making and create more personalized experiences. But in regulated environments, value only matters if it can be delivered with governance, explainability, security and human oversight built in from the start.

That is where Publicis Sapient can help.

Our agentic AI discovery workshop is designed to help financial services organizations cut through the hype and focus on practical, high-value opportunities. In just a few hours, we bring together business, risk, operations and technology stakeholders to identify where agentic AI can drive measurable outcomes, assess feasibility across data and systems, and align on the next steps from pilot to MVP to scaled execution.

Why agentic AI matters in financial services

Agentic AI goes beyond content generation or isolated recommendations. It enables intelligent systems to perceive context, coordinate across workflows, make decisions and take action across multiple steps. In financial services, that opens the door to automating complex processes that span legacy platforms, digital channels, customer interactions and control functions.

The opportunity is significant, but so is the responsibility. High-value workflows in financial services often involve regulated data, customer trust, model risk and operational dependencies across multiple systems. That means the most effective path is not to start everywhere at once. It is to identify the right use cases first, establish the right guardrails early and build a roadmap that connects ambition to execution.

Financial-services-ready use cases we help you prioritize

During the workshop, we help your team explore agentic AI opportunities across the full spectrum of finding, understanding and acting. Together, we identify where automation and augmentation can create meaningful value in your business, including:

KYC and onboarding workflows

Agentic AI can help orchestrate onboarding journeys by gathering information across channels, extracting insights from documents, validating data, triggering next-best actions and routing cases for review when exceptions arise. This can reduce manual effort, accelerate cycle times and improve customer and employee experiences while maintaining the controls needed for regulated decision-making.

Fraud and transaction monitoring

Financial institutions need to respond to suspicious activity in real time without overwhelming operations teams with false positives. Agentic AI can support transaction review workflows by identifying patterns, surfacing risk signals, coordinating investigation steps and escalating high-risk cases for human intervention. The result is a more responsive operating model that helps reduce operational cost while strengthening risk management.

Claims and servicing automation

For insurers and service-intensive financial institutions, agentic AI can streamline document-heavy and rules-driven processes. It can help ingest information, summarize case context, coordinate follow-up actions and guide agents or adjusters through next steps. That creates opportunities to improve speed, consistency and service quality while keeping people in control of high-stakes decisions.

Compliance support

Compliance teams face growing volumes of information, evolving requirements and persistent pressure for traceability. Agentic AI can assist by gathering relevant information, preparing summaries, supporting review workflows and helping teams generate more audit-ready outputs. Rather than replacing compliance judgment, it helps skilled teams focus on the cases and decisions that matter most.

Personalized advisory journeys

In banking and wealth management, personalization depends on timely insights and coordinated action. Agentic AI can help monitor client signals, surface relevant opportunities and support advisors with context-aware recommendations and next-best actions. With the right oversight, firms can create more responsive, always-on engagement models that still preserve the human relationships at the heart of trust-based financial advice.

What the workshop helps your team achieve

This is not a theoretical strategy session. It is a hands-on, collaborative workshop built to help your organization move from broad interest in AI to an actionable plan.

By the end of the session, your team will have:
We bring together a cross-functional group of stakeholders because successful AI programs in financial services do not sit within one function. They require input from the business on value, from operations on workflow realities, from technology on architecture and integration, and from risk and compliance on governance requirements.

Built for regulated transformation

Financial services organizations cannot afford to separate innovation from control. That is why our approach emphasizes responsible AI from the beginning.

In the workshop, we help teams evaluate:
This balance is essential. Some use cases are ideal for rapid validation and low-risk experimentation. Others may promise larger transformation but require more foundational work in architecture, process redesign or controls. Our role is to help you see both clearly so you can invest with confidence.

From workshop to roadmap to real delivery

Many organizations have no shortage of AI ideas. What they need is a way to prioritize, prototype and scale without stalling between concept and execution.

Publicis Sapient helps clients move from discovery to delivery through a structured path:

1. Discover and align

We map your current landscape, pain points, workflows and strategic objectives. Then we identify where agentic AI can create value and where the barriers to adoption may sit.

2. Prioritize practical use cases

We focus first on opportunities that combine measurable business impact with realistic feasibility. That means balancing ambition with risk, integration effort and readiness.

3. Define pilot and MVP paths

Once priority use cases are selected, we help shape the next steps for rapid validation, prototype design and MVP planning, with success criteria and governance requirements defined up front.

4. Build for scale

The ultimate goal is not an isolated proof of concept. It is a roadmap for scalable adoption supported by the right data foundation, architecture, controls and operating model.

Why Publicis Sapient

Publicis Sapient brings together strategy, product, experience, engineering and data and AI expertise to help organizations turn AI opportunity into business value. We help clients qualify high-value opportunities, assess readiness, reduce solution risk and create roadmaps that connect experimentation to enterprise impact.

Our approach is human-centered and outcome-driven. We believe agentic AI should augment human expertise, not operate without accountability. In financial services, that means designing solutions that support employees, strengthen customer experiences and embed governance into the way AI works from day one.

For leaders in banking, payments, insurance and wealth, the question is no longer whether AI has potential. It is where to start, how to prioritize and how to scale responsibly.

Our workshop helps you answer those questions with clarity.

Start with the right use cases

If your organization is exploring agentic AI for onboarding, fraud, claims, compliance or advisory journeys, now is the time to move from possibility to plan. Publicis Sapient can help your teams align on the most practical opportunities, understand the path to measurable value and define a responsible route from pilot to MVP to scaled execution.

Let’s identify where agentic AI can deliver real results for your financial services business.