predictive analysis
DESCRIPTION
Predictive Analysis. Presented by: Alan Miltz BSc, Bcomm Hon, ACA, I CMA InMatrix Technologies Pty Ltd. Predictive Analysis. Blind Spot. What don’t we know?. Known by others. Not known by others. Known by us. Common knowledge. Competitive knowledge. Not known by us. - PowerPoint PPT PresentationTRANSCRIPT
Predictive Analysis
Presented by: Alan Miltz BSc, Bcomm Hon, ACA, ICMA InMatrix Technologies Pty Ltd
Known byus
Known by others
Not known by others
Commonknowledge
Competitiveknowledge
Not knownby us
UnknownBlind Spot
What don’t we know?Predictive Analysis
How does Inventory impact on Cash Flow?
What are the implications of lead times on Cash Flow?
How do I pay bonuses?
Finance is the tool to measure Marketing, Operations and People
Predictive Analysis
For Example:-
What is more important 1. the Profit and Loss? 2. or the Balance Sheet?
Predictive Analysis
1. Profitability Also known as return on sales (ROS) Calculated as Profit/Sales as a % The definition of profit is the critical
issue The calculation should be based on profit
before interest and tax
Predictive Analysis
Profitability cont: Profit before interest and tax (PBIT) or (EBIT)
is the operating profit Profitability should be calculated before the
effects of the business’s external funding Profitability should also exclude abnormal or
extraordinary items What about tax? Is it an operating cost?
Predictive Analysis
Advantages Simple Commonly used
Disadvantages Ignores the balance sheet Relatively easy to manipulate Short term measure
Predictive Analysis
Profitability cont:
2. Activity Activity is Sales/Net Operating Assets The key word is Operating Also known as Asset Turnover
Predictive Analysis
Activity Activity indicates the level of balance sheet
efficiency. If a company has an activity of 4, this
indicates that for every $4 of sales generated, a $1 of Net assets is required.
Predictive Analysis
Take two businessesCompany A is a SupermarketCompany B builds Ships A has Net operating assets of 200,000 and
makes a profit of 20,000 on sales of $2,000,000
B has Net operating assets of 1,000,000 and makes a profit of 100,000 on sales of $2,000,000
Predictive Analysis
Which business would you rather be in?
A has low profitability and high activity
B has low activity and high profitability
What if we combine the two ratios?
Predictive Analysis
Activity
EBITRev Cogs O/hds- =
Net OpAssets
CurrAssets
CurrLiabs
NonCurr+ + =
Profitability
ROCE %Rev
ROCE Flowchart
ROCE = Profitability x ActivityROCE = EBIT/Sales x Sales/Net Operating
AssetsROCE = EBIT/Net Operating Assets
ROCE is also known as RONA
Predictive Analysis
Cost Earnings
Funding (E +ND)
Net Operating Assets
Predictive Analysis
Example: ROCE vs. Interest rateCompany C has the following balance sheetC borrows at 10% and has a ROCE of 8%
Equity + Net debt = Net operating assets1,000 + 7,000 = 8,000
Interest, 700 EBIT, 640
Providing a Loss of 60 !
Predictive Analysis
The company has the following choices:
Refinance at less than 8% Increase profit to over $700 Sell off any unused assets Put in equity
If the owner puts in equity, have they made a good investment ?
Predictive Analysis
An indicative ROCE is therefore at least equal to the cost of borrowed funds
Advantages Combines the P&L and Balance sheet into one
measure Simple Comparable across businesses Guide for investment decisions Widely used
Predictive Analysis
Disadvantages Short term measure Manipulable Doesn’t encourage long term decision making Ignores the impact of funding on the business Lack of a definitive method for calculating Ignores the effect of tax Ignores the time value of money
Predictive Analysis
Balance Sheet Inventory Accounts Receivable Accounts Payable Fixed Assets Other
Predictive Analysis
What should all companies be performing on an ongoing basis?
Conclusion
What if Analysis – I.e. ‘What if my Days Receivable were to be reduced from 70 to 55 days?’
Goalseeking – I.e. ‘How can I reduce my Cash Flow from
-$300,000 to zero?’ Variance Analysis – compare performance, and analyse
growth over two years Communicate Finance to non Financial people Compare one business outcome to another Projection
What if analysis
Goalseek
Goalseek
Variance Report
Assess Profitability over two seasons:
Compare Revenue% andGross Profit%
BusinessDrivers
BusinessResult
Graphic screens
Optimist KPI
Roll Forward
Key in Next Year’s
Targets