Live Challenge closes on the 10th of March 2026 at 23:59pm UK time

Global B2B Sales Pipeline & Deal Analytics

As we move into 2026, data analysts are expected to go beyond static reporting and uncover deeper, actionable insights that strengthen relationships between customers, sales teams, and leadership. Sales organizations are increasingly complex, global, and data-driven — and managers rely on interactive analytics to stay ahead.

In this challenge, you will work with a realistic, enterprise-grade dataset representing a global B2B SaaS and Professional Services company. The dataset captures thousands of sales deals, customer companies, sales activities, and pipeline stages across multiple regions and industries.

Your task is to build an interactive Power BI report that sales managers, account executives, and business leaders can use as a *daily decision-making resource* for tracking deals, monitoring client engagement, and managing pipeline health.

About

FP20 Analytics & ZoomCharts

The FP20 Analytics Challenge 35 is brought to you in collaboration with ZoomCharts. Thanks to this partnership, we're integrating ZoomCharts' exceptional Power BI solutions into this competition. You will gain skills to create Pro reports that help business users explore data faster and more intuitively.

Participating with ZoomCharts

To participate in the challenge with ZoomCharts, register here and create a Power BI report including at least 2 ZoomCharts Drill Down Visuals on one report page.

Why participate in the ZoomCharts Challenge?

Participate in the ZoomCharts Challenge to showcase skills, gain recognition, network, and boost your professional profile.

01

Personalized Feedback ️

The ZoomCharts team provides personalized feedback to EVERY report entry that meets the requirements. This gives all participants the chance to hone their skills and adjust their report before deadline, giving you an extra competitive edge in the challenge.

02

Receive a Free License

Upon signing up for the challenge, you will receive a FREE Drill Down Visuals Developers License that lets you access the full Drill Down Visuals PRO library. This license remains active for a year after the last challenge you take part in. Meaning, you can access the latest advanced data visualization tools to enhance your projects for a full year.

03

Learning Resources

Participants receive all the latest information on upcoming workshops and events, demonstrating how our team of proven professionals approaches visualizing the given dataset for the challenge. You also have the chance to book 1:1 calls with a Power BI mentor who will analyse and give specific suggestions to improve your report.

04

The Main Prize

Last but not least, entering the challenge with ZoomCharts puts you in the running for an additional $300 Amazon gift card.

Challenge Introduction

Below is your show time. Read me carefully!

Start Date

Thursday 12th of February 2026

Start Time

15:00 pm UK time

Submission Deadline

Tuesday 10th of March 2026

End Time

23:59 pm UK time

Below is your important reading!

Data Analysis Tools

All tools are permitted.

Zoomcharts entries

Create a Power BI report including at least two ZoomCharts Drill Down Visuals in one report page!.

Acces to the LinkedIn group

Join the Group

Your Portfolio with novyPro

Join novyPro

Tab Content

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A few questions to help you with your analysis

Revenue intelligence is where analytics meets predictability. As organizations scale across regions, products, and enterprise accounts, the sales pipeline grows—but so does the uncertainty: inconsistent stage definitions, optimistic close dates, misaligned probabilities, stalled deals, quota pressure, and forecasts that shift at the end of the quarter. In this environment, “having CRM data” is not the hard part; trusting the forecast is.

In this Data Challenge, you will step into the role of a Global B2B Sales Operations & Pipeline Analyst for a fictional multinational enterprise selling complex solutions across multiple regions and industries. Your mission is to evaluate the health, reliability, and performance of the company’s sales pipeline across critical dimensions: deal velocity, stage conversion efficiency, forecast accuracy, win/loss performance, revenue concentration, quota attainment, and sales cycle duration.

You will work with real-world pipeline signals—opportunity values, pipeline stages, expected close dates, probability scores, historical win/loss data, sales rep performance, product mix, industry segments, aging buckets, lead sources, and regional quotas—across markets and business units.

Your objective is clear:

Transform raw pipeline data into actionable revenue intelligence (where the forecast is reliable, and where it is at risk).

Identify systemic breakdowns (stage stagnation, probability inflation, late-stage deal slippage, regional underperformance, over-reliance on a few large deals).

Prioritize commercial actions using impact, likelihood, and revenue-at-risk logic—so leadership knows where to intervene first.

You are not just measuring pipeline metrics—you’re telling the story of revenue confidence. The best submissions will connect sales KPIs to business outcomes (growth predictability, resource allocation, margin performance, market expansion) and propose targeted improvements such as stage governance, probability calibration models, deal qualification frameworks, pipeline hygiene processes, and performance monitoring dashboards.

KEY QUESTIONS TO EXPLORE

1. How do pipeline value and deal volume change over time?


2. Which industries and regions contribute most to pipeline value and revenue?


3. At what specific stages do deals tend to slow down or get stuck?


4. Which sales representatives consistently manage the healthiest pipelines?


5. How does the frequency of client engagement activities impact deal success?


6. Which open deals are currently at high risk due to lack of activity?


7. What metadata is missing for this dataset (field definitions, source system, refresh frequency, transformation rules)?


8.How does the average sales cycle length compare between SMB and Enterprise deals?


9. What is the current forecast accuracy based on pipeline stage probabilities?


10. Which specific products or services drive the highest win rates?



Special requirements and judging criteria for
ZoomCharts participants

Know more about the judging criteria and other requirements

How easy is it to understand the data? (max 10 points)

1. Is too much text used for explanation?
2. Are the indicative colors in charts understandable?
3. Does it tell a story?

How easy-to-use is the report? (max 14 points)

1. Cross-chart filtering implementation.

2. Across the report. Can other visuals provide relevant data as the user explores the rep.

3. Response time.

4. Drill Down: multi-layer data exploration. Can the user drill down and gain additional insights within the report?

5. Use of tutorial overlays and other elements to assist new users. Can a new user start using this report straight away with just the guidance provided within the report itself?

How good is the report design and is it suitable for its purpose? (max 10 points)

1. Visual design: is the overall look consistent, no empty spaces, no overcrowding?

2. Interface design: are there unnecessary visualisations, buttons, complexity in use?

3. UX design: is the produced report usable?

4. Report design: is the main challenge answered?

5. Technical: are all the fonts used the same, are the sizes readable?

Technical Requirements

All tools are permitted for the challenge.

For the ZoomCharts Challenge, create a Power BI report that includes at least 2 ZoomCharts Drill Down Visuals on one report page.

Reports are restricted to a maximum of three pages, including drill-through pages.

Canvas size is 16:9 (Default Power BI size) or Full HD size = w:1920 - h:1080.

ZoomCharts participants judging criteria

Business users use reports to make data-driven decisions. Reports are effective if they enable users to drill down and filter data quickly and intuitively to find answers to any question they might have and analyse data in all possible directions and dimensions.

ZoomCharts Resources.

1. Use-Case Gallery: Try live demos and download reports made by the ZoomCharts team

2. Video tutorials: Watch engaging video guides on how to set up and use the visuals

3. Documentation: Technical deep-dive about ZoomCharts visuals

4. ZoomCharts Blog: Useful tips & tricks for data visualization and report creation

5. Visuals Gallery: Explore all the possible customization options for Drill Down Visuals.

The Resources

1. One Excel workbooks.
2. One Word document containing the Introduction and Brief (English).

Submissions of Entries

To submit your three-page report, please follow these steps, if you want to be considered for the ZoomCharts' prize, otherwise post your entry in the challenges group.

Your report must be verified to ensure it meets all the technical requirements. If the report is validated, you will receive a 'Publish to Web' link. If it does not meet the criteria, you will receive a rejection reason and will have the opportunity to resubmit your report.

Posting your submission on LinkedIn

1. Upload the report as a PDF document on your LinkedIn feed.

2. Use the caption "I am participating in FP20 Analytics Challenge 35” and screenshots from your report.

3. Include a summary of your report's key insights.

4. Use the hashtags #FP20Analytics, #FP20SalesPipeline, #builtwithzoomcharts, tag @Federico Pastor - @Zoomcharts - @Enterprise DNA.

5. Additionally, post your report in the FP20 Analytics LinkedIn Community Group.

Resources and the datasets

Click on the link below to get your dataset: The files contain all the necessary data and information to create your report.