Thursday 16 July 2015

What are the right KPIs for my Operation?

That's one of the questions I mostly get when starting a project. And of course the answer depends on all sorts of things, mainly what kind of operations it is, but also, what the exact business model is for that operation. 

Kind of operation: Obviously, KPIs for a production department are different from the ones for sales or R&D. There are a few KPIs out which can be called "Toolbox KPIs", as they are standard KPIs which are applicable for every respective department (i.e. productivity, labour efficiency, machine utilisation, customer satisfaction, sales force saturation, ...). 

Other than Toolbox KPIs, there are also ones which reflect the exact business model of a company. Say, KPIs in a make-to-order production environment are different from make-to-stock. Mass production KPIs can differ from single-unit production; i e. a shipyard has different KPIs from a car manufacturer. 

Another dimension is the hierarchical level. A CEO has different figures from a front-line supervisor. 

It is already apparent, this question cannot be answered in absolute terms. I can even imagine that there are books out there only dealing with KPIs for all sorts of environments. 

Maybe, to answer this, I should elaborate a bit on what the wrong KPIs are, because that can be answered much easier. 

  • Absolute figures are not KPIs. I have seen production companies that use volume (tons produced) as sole indicator to measure the whole of the operation. And I have seen sales organisations that only measure turnover in currency terms. Now this is really über-bad, but I have seen it exist!
  • A next "no" is the dominance of financial figures. In general, many figures which end up in the P&L are operationally not meaningful. They are of course important, but not sufficient. It is also an indicator that the CFO seems to be either too dominant or other directors simply incompetent.
  • Lack of cascade. Quite often I have seen daily KPIs on supervisory level, which is perfectly okay, but they are not aggregated upwards and the CEO does only get daily figures. This is not so bad, as he can easily add them up and do his own little calculations. What is worse though, far too often there are only monthly and other highly aggregated numbers available and nothing on an operational level. It is good to know what the monthly productivity is, but what exactly does this mean for the shopfloor on any given day or even as a whole?
  • Dead KPIs are sad. Ages ago, someone decided certain KPIs are needed, so they were produced. Fair enough. This very someone then left his position, but the KPIs did not leave with him and are being produced and produced and produced - and nobody reads and uses them. What is even worse, nobody understands them.
  • Meaningless KPIs are those that are produced regularly and even looked at, but not used to take action or analyse the operation. Say, an operations department measures stockout situations for production. They look daily at this KPI which tells them how many orders could not be produced due to raw materials not being present on time and in full. This is actually not too bad for a KPI. 
    What one really wants from an ops department is an analysis rather than looking at the numbers and having a common understanding how bad the situation is:
    - Which suppliers are the worst offenders?
    - Which raw materials were affected the most?
    - Which customers did we disappoint the most by not delivering on time?
    - Are there daily/weekly/monthly trends when raw materials are not coming?, etc...
Of course there are more, but these are the worst offenders and blunders in the realms of KPIs. As one can see, I do not differentiate between KPIs or simple PIs. Numbers are numbers, some are more important than others, hence have deserved being of key value, but that's a different story. 

Let's go back to the original question: What are the right KPIs for my operation? Let me answer this with a counter question: Did you have a good day yesterday? Normally I can tell by the answer whether there are good KPIs in place or not. Just think about it for a bit......  

1 comment:

  1. Hi Roland,

    I am impressed by this post of yours about KPIs', a subject that interests me very much. I was wondering whether you have any publications on the subject like books, journals or other scholarly articles that I can purchase. I could perhaps use them for reference purposes for research. Thanks you.

    ReplyDelete