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- Data-Driven Finance: Time to Stop Guessing and Start Impressing!
Data-Driven Finance: Time to Stop Guessing and Start Impressing!
We’re Ellen and Simone. After 36 years in finance, we’re ready to share what textbooks won’t tell you.
💛 Welcome to The CFO Playbook – your practical guide to real-world finance insights. A bi-weekly newsletter we’ll send out every other Thursday. The full read will take approximately 5 minutes. If you’re enjoying the newsletter, we’d greatly appreciate it if you shared it using the “Share the Newsletter” button at the end of this email.
📖 READ OF THE WEEK
Data-driven decision-making has become a buzzword, but what does it really mean for finance teams, and why does it matter?
It's simpler than you think.
At its core, it’s about using data to make smarter decisions, especially when it comes to where and how you spend money.
In finance, you don’t NEED tons of data to handle basics like invoices and reports. But let’s be realistic: Apart from the fact that you can train a machine to do most of this work, what value are you really adding for the organisation if you purely focus on transactional topics?
What if you go beyond the basics?
The true value comes from using (all kinds of) data to make strategic decisions that move the business forward.
Now, do you want to add value or keep processing invoices?
A finance team focused on value is crucial for data-driven decisions.
Finance sees the big picture and has a great view on the organisation as a whole. On top of this, finance teams can provide accurate data to help leaders make better decisions.
By integrating data from different sources, finance creates a Single Source of Truth (SSoT) for the company. SSoT at its core means a centralized repository of data that provides a consistent and accurate view on an organisation’s data. It basically ensures that everyone in the organisation has access to the same data. What is important here is consistent data across the org (we will speak more about this in the upcoming episode of this Newsletter).
What does this mean?
The modern finance team is value-driven. It looks beyond just financial data and serves as a Business partner:
By teaming up with other departments and sharing our perspective, finance can help them make smarter decisions. This partnership makes sure everyone’s on the same page, even if they’re not in love with numbers. The result? A team that’s aligned and making the most of every resource.
Well, how does this work in practice?
Example: Data-driven collaboration between Finance & Sales
Case: the finance team analyzed historical data on Customer Lifetime Value (CLTV) and Customer Acquisition Cost (CAC) for two customer groups: enterprise customers and SMBs.
Findings
The teams find that Enterprise customers (Large organizations with hundreds or thousands of employees) had a higher CLTV/ CAC ratio than Small and Medium-sized Business (SMB) customers which means these are more profitable in the long run
The sales team spends 70% of their resources on SMB and only 30% of their resources on enterprise customers.
Enterprise customers are not analyzed in more detail using industry, size and location.
Changes implemented
More resources shifted from SMB to enterprise customers (yes, we are aware this needs training 😀) leading to 60% resources spent on enterprise customers
The most sticky and profitable customer segments are identified within enterprise customers
Sales & marketing efforts are more focused on winning these types of customers
Both teams agree to track and discuss KPIs in regular meetings
Impact
CLTV +19% → due to an increased Average Revenue Per User (ARPU) and lower churn rate.
CAC -15% → due to a higher conversion rate and shorter sales cycle.
The CLTV/ CAC ratio of enterprise customers increased from 2 to 2.8, meaning the company is earning 2,8 Euros for every 1 Euro spent on acquiring an enterprise customer (which equaly 40% uplift).
The revenue of enterprise customers increased by 42% y-o-y.
But don’t be a grinch...
We are NOT suggesting Finance should be the guardian of the holy grail. We’re all about SHARING reliable and objective data to enable everyone in the organisation to get the big picture and make smart decisions.
Key Takeaways:
Business Partnering: Collaborate with other departments to guide smart decisions and use your strenghts (i.a. holistic view & access to a wider range of data) to help other teams shine.
Beyond Basics: Finance can do more than processing invoices. Use data to make smart decisions and drive business growth and create value for the Organisation.
💡 QUICK INSIGHTS
The Good, the Bad, the Ugly - Shared Learnings
Proactively manage your stakeholders
In Finance, we are oftentimes very focused on running daily operations and building the finance function of tomorrow - which keeps us from taking a step back
One thing we rarely take time for is to think and reflect about our key stakeholders in a structured way and INVEST in key stakeholder relationships. Start today by:
Running through your daily business and projects and identify most important five stakeholders.
Ask yourself: what are you doing to engage with them? Have you established a relationship of trust and rapport? Do you know their (current!) expectations?
Schedule a coffee chat to touch base and receive feedback. Check in on a regular basis.
Must-Watch Finance Tools and Their Latest Fundings
Tabular - AI Autopilot for Accounting Firms
Investors: a16z, Accel, Index, YC, GV
💼 JOB SECTION
We’re connecting companies with the right candidates based on key criteria
Remote work
Salary expectations from both sides
Technical skill set match
Career growth opportunities
Companies: Register here
Applicants: Register here
Let’s find your perfect match!
🕵️♀️ EASY QUESTIONS - DIFFICULT ANSWERS
READER QUESTION OF THE WEEK
Question: What does “value driven finance function” mean?
Answer: Well, we could write a whole newsletter about this (which we might at some point 😄). If we boil it down:
A value driven finance function helps an Organisation and its people
To achieve their goals and create value for the stakeholders
By providing useful and reliable information, (forward-looking) analysis and advice.
Got a burning question? Send it to: [email protected]
UPCOMING READS OF THE WEEK
Why a good data set-up and data governance matter
What can Finance do to promote data-driven decision making?
CLOSING REMARKS
Thanks for reading! If you enjoyed this edition, feel free to share it with your network. 📮
Send your feedback, suggestions, or requests to feature something in future editions to [email protected]. We’d love to include your input.
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