Helping clients meet their business challenges begins with an in-depth understanding of the industries in which they work. That’s why KPMG LLP established its industry-driven structure. In fact, KPMG LLP was the first of the Big Four firms to organize itself along the same industry lines as clients.

How We Work

We bring together passionate problem-solvers, innovative technologies, and full-service capabilities to create opportunity with every insight.

Learn more

Careers & Culture

What is culture? Culture is how we do things around here. It is the combination of a predominant mindset, actions (both big and small) that we all commit to every day, and the underlying processes, programs and systems supporting how work gets done.

Learn more

KPMG Intelligent Forecasting

Applying advanced analytics and Artificial Intelligence (AI) to power decision making and improve profitability.

KPMG Intelligent Forecasting

Unlock faster, more accurate planning capabilities

With KPMG Intelligent Forecasting, business leaders are creating a planning process that works for them—all based on predictive modeling and advanced analytics. This value-added data and insight provide visibility into what exactly drives the business. It allows you to:

We utilize AI technologies in the KPMG Ignite platform to help make your forecast intelligent and actionable.

YouTube thumbnail image

Gain insights to drive better decisions

Watch how KPMG designed an intelligent forecasting engine using artificial intelligence and machine learning to help a global manufacturing company harness their data, uncover new markets and threats, and gain a sizeable advantage.

Where KPMG Intelligent Forecasting has helped clients


Short and long-term revenue forecasts for a life sciences distributor’s largest product categories


1-year and 5-year market demand forecast for a chemical company’s largest product


Daily product/store-level forecasts for an international dairy supplier


Rolling 12-month earnings and gross margin forecasts for a large food products manufacturer


Weekly customer churn forecasts for a national wireless service provider


30-day cash flow forecasts for a large national bank’s commercial customers
YouTube thumbnail image

How does Intelligent Forecasting work?

By reinventing the planning process with advanced analytics and AI, KPMG Intelligent Forecasting features a customizable approach for each company, which is based on a core set of foundational components.

Advanced predictive techniques

Various types of time series and machine learning techniques are rapidly tested to help predict specific business unit(s) and P&L line(s) in scope.

Better data and signals

Incorporate better external data and signals from KPMG Signals Repository along with internal financial or operational drivers to add context and predictive power.

Forecast customization

Create specific forecast by P&L line item, time interval, geographic region, product line, brand, customer, or channel.

Continuous learning and evolution

Incorporate structured feedback loops which enhance prediction accuracy over time.

Data that delivers

Our suite of proprietary technology enablers (e.g. KPMG Signals Repository), supported by leading data scientists, help our clients develop the right custom solution for their needs.

Performance focused

Our tested implementation approach (KPMG Powered Enterprise) allows our clients to see real answers to real business challenges.

The KPMG difference

The expertise and experience of our Finance and Industry professionals bring deep client experience and unparalleled depth.

Join our team of data, analytics and Artificial Intelligence professionals

Create leading solutions for clients in a platform-diverse environment. Be a part of an agile, innovative, and fast-paced global consulting firm.


Bringing more innovation to the table

KPMG helped a global food products manufacturer leverage predictive analytics for faster and more accurate financial forecasting.

With intelligent forecasting, this client achieved a 50 percent improvement in accuracy and an estimated time savings of 30 to 40 percent.

Read more

Explore more

Explore other services tailored to your business​

Thank you!

Thank you for contacting KPMG. We will respond to you as soon as possible.

Contact KPMG

Use this form to submit general inquiries to KPMG. We will respond to you as soon as possible.

By submitting, you agree that KPMG LLP may process any personal information you provide pursuant to KPMG LLP's Privacy Statement.

An error occurred. Please contact customer support.

Job seekers

Visit our careers section or search our jobs database.

Submit RFP

Use the RFP submission form to detail the services KPMG can help assist you with.

Office locations

International hotline

You can confidentially report concerns to the KPMG International hotline

Press contacts

Do you need to speak with our Press Office? Here's how to get in touch.