Finance Has Come a Long Way. Its greatest challenge lies ahead.

Agentic AI-Powered Analytics and Reporting for Finance 

Hyper-automation is unlocking capacity for finance to finally focus on strategic advisory. But the insights required to unlock this opportunity are still falling short. We're changing that. 

Over the past decade, finance has come a long way. Through automation and digitisation, finance teams have become leaner, cycles got quicker, and capacity is shifting from transactions to insight. 

PwC experts indicate that hyper-automation could redirect up to 60% of finance capacity towards higher-value, strategic insight and advisory work.  

Check how can we help your organization

60%

of finance capacity could be redirected to insight work because of hyper-automation

This is a remarkable opportunity, and finance is almost ready to seize it.  

But here's the hard truth: the insight work meant to unlock this opportunity is still falling short. 

Much of the analytical work remains manual. Reports take days when decisions need hours. And the ways of working haven't fundamentally changed. If this continues, the promise of becoming a truly insight-driven organisation will remain just that, a promise.  

Organisations aren’t overwhelmed by data. They are overwhelmed by the effort needed to turn it into something useful.

AI offers net new data insights capabilities for finance — not just another productivity layer

We help finance organisations adopt fit-for-purpose technology—not by chasing trends, but by choosing the right tool for the right job 

That's why we believe many of the established solutions are here to stay, for a good reason. Dashboards, for instance, remain the best tool for the job when it comes to standard baseline reporting, providing a consistent lens on performance across time and business units. 

We believe what AI truly offers is not a replacement. It offers net new capabilities that transform how analysis and strategic decision support are delivered to the business.  

AI Agent driven

Automated Reporting

Keep me updated

Reporting augmented with Automated AI Narratives


From Preparer to Reviewer


Monthly reports, variance commentaries, and executive summaries are predictable enough to automate, yet they're still manually produced each cycle. AI creates reports and narratives directly from data, shifting your role to validation and judgment. The output gets better. The reporting cycle time shortens.


Example: MoM, budget and forecast variance commentary across BUs, products, and customer segments

AI agent assisted

Analysis on Demand

Do this analysis for me

Ad Hoc Analytics Agents


From Analyst to Orchestrator


The unplanned deep-dive. The anomaly that needs immediate explanation. Historically, this was limited by human capacity. Agentic AI handles data sources, runs analysis, and presents findings on demand while you define the question and interpret the answer. Insight is no longer limited by team capacity.


Example: Simulate the P&L impact if we cut marketing spend by 30% in Q2.

AI Agent driven

Proactive Decision Support

Tell me what I need to know

Autonomous Insight Identification and Alerts


From Reactive to Anticipatory


This is where AI goes beyond answering questions and starts asking them. Autonomous agents continuously scan data against your analytical priorities, detecting patterns, surfacing anomalies, and routing early, actionable insights to the right people before anyone thought to ask. Finance stops explaining what happened and starts anticipating what's next.


Example: Insight alert: "Revenue erosion detected due to..."

This isn't theory. We're designing and implementing these capabilities with clients and turning these concepts into reality through our proven approach and flagship accelerators.  

Agentic AI powered Decision Intelligence for Finance

A closer look - our flagship accelerator

Our accelerator future proofs our solution approach and continuously codifies our know-how as technology evolves. Our Agentic AI solution for Analytics and Reporting is purpose built for finance, tailored to your unique data landscape and tech stack, and provides finance with the right level of control and transparency. 

Finance Native Intelligence

The agents are not a general purpose chatbot, but a true partner to your finance team. They speak your language from day one.

Understanding your data and business

Operates on your semantic layer, understanding your data, your metrics, your business logic. Doesn't guess what EBITDA means in the context of your business.

Built in finance domain expertise

Analysis workflow playbooks and domain specific analyst skills, not generic analysis – from variance decomposition to Accounts Receivable Aging analysis.

Outputs tailored for finance

Results delivered in Excel tables, visualizations, and narratives tailored to your needs. Ready for the board deck, the monthly review, the Monday morning email.

 

Enterprise-Grade Confidence

Accuracy is not optional in finance. The system is designed to build trust in numbers and provide human control where it matters.

Accuracy by design

Built in mechanisms that ensure maximum accuracy. The agent reasons and plans, the code computes. Your core analyses are consistent and resilient to hallucinations.

Auditability

Every analysis comes with a complete trace: data sources used, logic, assumptions, limitations. Every step is transparent.

Human oversight and control

Incorporated human-in-the-loop and control mechanisms to empower finance, shifting its role as orchestrator, reviewer, approver and co-creator of insights.

Vision Without Execution Is Just Ambition

The difference between organisations that capture this opportunity and those that don’t is rarely the technology itself. It's the ability to adopt it with: 

The right

We help finance teams navigate this journey with intention: aligned to their strategy, their technology stack, and the speed at which their organisations can genuinely absorb change.

Let's start solving it together.

Agentic AI powered analytics and reporting

Schedule a demo

Contact us

Kamil Kosiński

Kamil Kosiński

Partner, PwC Poland

Tel: +48 519 504 021

Anastasiya Kostomarova

Anastasiya Kostomarova

Senior Manager, Analytics & AI, PwC Poland

Tel: +48 519 506 850

Patryk Żuchniewski

Patryk Żuchniewski

Manager, Analytics & AI, PwC Poland

Tel: +48 519 506 663