improving forecast accuracy

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Improving Forecast Accuracy ONUR SEZGIN DEMAND AND PROCESS MANAGER ABBOTT LABORATORIES - EPD TURKEY

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Improving Forecast Accuracy

ONUR SEZGIN DEMAND AND PROCESS MANAGER ABBOTT LABORATORIES - EPD TURKEY

BIGGEST CONTRIBUTORS

TO ERROR

FOCUS ON

Find out

WHAT

to improve

Repeat your

analysis

every month!

Fin

d o

ut

wh

at

to

im

pro

ve

Do you see

a pattern?

DO NOT SETTLE EASILY

ANALYZE MORE

Always keep

an eye on

TRENDS

Is the error coming from a

particular forecaster?

Let them know

over a coffee

Photo Credit: juliuskoroll https://www.flickr.com/photos/67975868@N07/

Build a Forecast

Waterfall!

Photo Credit: philippe leroyer https://www.flickr.com/photos/philippeleroyer/3871752748/

WITH YOUR POSITIVE PERSISTENCE

OVERCOME RESISTANCE

Photo Credit: John Pedersen https://www.flickr.com/photos/slipperytiger/143789456

PEOPLE TEND TO MAKE EXCUSES

But my in market

sales forecast

accuracy is good.

My product is sold more to

compensate for other

product, it is not my fault.

But we have to deliver the

plan, so we have to input

this forecast.

I do not have time

to compile a better

forecast.

Communicate

more frequently

Photo Credit: aquopshilton https://www.flickr.com/photos/76804652@N02/7158670888

Create

Accountability

Photo Credit: Nguyen Hung Vu https://www.flickr.com/photos/vuhung/8095592977

FORECAST ACCURACY

MEASURE

IN MARKET

Photo Credit: John Pedersen https://www.flickr.com/photos/slipperytiger/143789456

MAKE TIME FOR THEM

RCA & CAP

Photo Credit: MTSOfan https://www.flickr.com/photos/mtsofan/16341418531

CAP should

be Almost Always

Related to a

Change in the Forecast

Photo Credit: Arthur John Picton https://www.flickr.com/photos/arthurjohnpicton/4383221264/

BALANCE

IM & TM IN MARKET AND TO MARKET

Photo Credit: Christopher A. Dominic https://www.flickr.com/photos/kestereverts/14333646903/in/photostream/

Reconcile More Frequently with Customers

Photo Credit: Chris Beckett https://www.flickr.com/photos/chrisjohnbeckett/16917511337/

have

targets

for

in market

inventory levels

Photo Credit: Chris Beckett https://www.flickr.com/photos/chrisjohnbeckett/16917511337/

Sales and

Marketing

forecasts

in market

Channel

Mngment

forecasts

to market

Photo Credit: Alexander Rentsch https://www.flickr.com/photos/captain_die/8599206193/

DEVELOP ENABLING

TOOLS AND KEEP IMPROVING

Photo Credit: Alan https://www.flickr.com/photos/kaptainkobold/5359290323

Photo Credit: Lucas Lin https://www.flickr.com/photos/lucaslin/6546996873/

Do not try to do

improvements on your own

What do forecasters do

every month to update

their forecast?

PREVIOUS SITUATION

• 6 Product Managers, 6 Different Forecasting Files

• No single data source:

To MKT

Sales from a PDF BPCS

Report

In MKT Sales from

an SFE Report

FOC realization from a CS

Report

Previous forecast from

previous forecasting file

PLAN and LBE data from a Finance File

PREVIOUS SITUATION

• Unreliable In Market inventory

• Complicated FOC Realization Tracking

• No systematical archiving

• Too Long Preparation and Setup needed before Demand Review

• Previous Forecast overwritten

CURRENT SITUATION

• Frequently Reconciled In Market inventory

• Speeded up FOC process

• Archiving standardized in the shared folder

• Most of the necessary data for forecasting is consolidated by DM and circulated

• All 8 Line ADS Elements are incooperated with Plan, LBE, Previous ADS and ADS Dimensions

• Demand Manager File and PM File Communication is achieved

SOME KEY POINTS

• Keep Lag 3 visible

• Simulate KPI realization in the forecasting tool

• Make Frozen Period visible and known

• Use graphs to analyze trends and variances versus plan and previous forecast

• Create easy comparison vs. benchmarks

• Automated Summary Reports for fast reviews

FOLLOW UP FINE TUNE

WITHIN THE MONTH

Photo Credit: Christopher A. Dominic https://www.flickr.com/photos/kestereverts/14333646903/in/photostream/

Estimate Month End

In MKT Sales Within the Month

Track

Forecast

Accuracy

Within the Month

Photo Credit: Matt MacGillivray https://www.flickr.com/photos/qmnonic/5549035548/

So...

Results?

Photo Credit: Zoe Guerrini https://www.flickr.com/photos/zoeorangejuice/5520846494/

Forecast Accuracy

SP&E

Photo Credit: Jesse Scott https://www.flickr.com/photos/75628938@N00/6940356708

Onur Sezgin ABBOTT LABORATORIES

EPD TURKEY DEMAND AND PROCESS

MANAGER Thank you