The Ledger
Curated content foranalytical business leaders
Tag Archives: data
Industry Week: ISM: Continued Growth, but No End in Sight for Labor, Commodity Shortages
“The price of aluminum has increased now for 16 months in a row alongside the trend in manufacturing growth. Other commodities up in price for longer than a year include polypropylene (15 months up in price), steel (14 months), and plastic resins (13). Electrical and electronic components were listed as up in price for a tenth month each, and semiconductors marked an eighth more-expensive month.”
FP&A Trends: How Data-Driven FP&A Powers Smarter Decision Making
“When your financial planning and analysis (FP&A) becomes data-driven using automation and an intuitive platform with the right tools, then there’s a fundamental shift. The data flows freely, it’s trustworthy, and it starts to work for you. In fact, it can lead to a transformation, especially with decision-making around your organisation’s finances and business strategy. But how can you reach this point?”
FP&A Trends: Finance Transformation and the Future of FP&A
“While a reliable FP&A function relies on a solid business strategy and a sound financial acumen, at the execution level, the future of FP&A depends on three key building blocks: Digital, Data and Analytics. What are these building blocks and why do they matter from the FP&A perspectives? “
The Manufacturer: How Manufacturers Can Create a Normalised View Across Production Lines
3 data challenges in manufacturing that need to be addressed because they “deliver accessible, trusted data to develop insights across our production lines”:
- Breaking down data silos
- Contextualizing and understanding data
- Creating a dynamic data model
Institute of Management Accountants: Overcoming FP&A’s Biggest Challenge: Predicting the Future
The Institute of Management Accountants released a report that “is designed to serve as a guide for organizations trying to forecast what’s ahead in their markets”. It poses and expands on these 9 ways to improve forecasting in the future:
- Expand the data available
- Tools: Start small and add on
- Use scenario planning
- Address the knowing-doing gap
- Model Building: Think causality
- Establish data collection systems
- Improve assumptions and estimates
- Monitor results and quickly identify the business reasons behind variance
- Improve analytical skills
SF Magazine: Forecasting the Future
5 ways to use predictive analytics:
- Expand the data available
- Tools: Start small and add on
- Use scenario planning
- Address the knowing-doing gap
- Model building: Think causality
CFO Dive: 5 CFO Tips for Rebuilding FP&A from Pandemic Ruin
““COVID-19 changed the future direction for most companies and so FP&A — and especially forecasting the future — became much more important””.
Industry Week: Too Often, the Right Data Isn’t Getting to the Right Person (Even within Their Own Team)
“Closing the loop means establishing a system where the data is embedded into a continuous feedback process across the formerly siloed teams. Establishing this seamless data continuity fosters a data-driven culture where employees make decisions on a common set of accurate and up-to-date information.”
CFO Dive: Data Is a Differentiator, But Much of it Is Wrong
“The good news is the growing recognition that fast access to real-time and accurate financial data is a strategic imperative. More than one-third of the executives (34%) are considering implementing or scaling automation solutions to increase the reliability and accuracy of their data, while 42% are becoming more focused on scenario planning and stress testing.”