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Beyond BI: Distribution Analytics

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Page 1: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Beyond BI:

Distribution Analytics

Page 2: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Topics

•main functions of available systems

• system classes

•what we’re trying to achieve

•why certain elements really matter

•metrics you need

•what to do next

Page 3: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Randy MacLean

• creator of WayPoint Analytics

• 10+ years working with distributors on detailed costing and profit analysis

• invented many of the metrics in use

Page 4: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

System Functions

•Reporting – creates new report formats out of existing numbers

•Metrics – mathematically produces new measures from numbers already available

•Cost Engine – subsystem thatcalculates cost-to-serve & profit numbers that don’t exist in system

Page 5: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

System Classes

•Business Intelligence – usually an add-on system that produces reports using data existing in a software package

•Analytics – metrics and measurements derived from existing numeric data

•Cost-to-Serve & Profit – calculates expenses, so has cost-to-serve & profit data to analyze & report

Page 6: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

System Capability Comparison

WayPoint BusinessIntelligence

Report System

reporting metrics cost engine

Page 7: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Individual Sale (with BI)

Revenue $312

Cost of Goods $234

Op Cash (GP) $78 24.9%

O/E Exp $19

Whse Exp $23

Transport $22

G & A $35

Op Exp $100 31.9%

Profit -$22 7.0%

Page 8: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Individual Sale (with CTS)

Revenue $312

Cost of Goods $234

Op Cash (GP) $78 24.9%

O/E Exp $19

Whse Exp $23

Transport $22

G & A $35

Op Exp $100 31.9%

Profit -$22 7.0%

Page 9: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

You can’t manage what you can’t measure.

Page 10: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Objectives of Analytics

• Increase Efficiency:maximize value for unit expenditure

• Improve Productivity:maximize value per unit resource

•Highly leveraged – more powerful and permanent than sales increases

Page 11: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Steps to High Profit Rates

• know more about your profit dynamics

• protect your core profits

• identify and build on your strengths

• focus limited resources on what will produce

• increase profits thru efficiency

• increase profits thru productivity

Page 12: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Knowing Your Costs

Page 13: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Money-Losing Invoices

Page 14: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

G2E – GP per Expense (Winning)

Page 15: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

G2E – GP per Expense (Losing)

Page 16: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Price Programs

• can be powerful profit drivers

• drive impressive margin gains

•margin gains don’t always convert to profits

•CTS and profit-driven price programs deliver bigger gains

Page 17: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Price MatrixDemographic

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Page 18: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Price Matrix (margin gains)Demographic

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Page 19: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Price Matrix (no profit gains)Demographic

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Page 20: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Price Matrix (new losses)Demographic

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Page 21: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Price Matrix (lost accounts)Demographic

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Page 22: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Profit-Value Segmentation

• group customers by:• cash-flow production

• relationship efficiency

• profit rate

•homogeneity within groups so works for almost all accounts

• drives sales programs and activities

Page 23: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Profit-Value Segmentation

Page 24: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Price Matrix (Profit Value)Cost Efficiency

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fit

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ue

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Page 25: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Price Matrix (Profit Value)Cost Efficiency

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fit

Val

ue

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Page 26: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Customer Relationship Efficiency

• critical metric for sales activities

• “Platinum” accounts

•high-efficiency companies are the best for growth

• drive selection for Concierge Customer Service

• target for new account acquisition

Page 27: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Tactics Supported by Analytics

• shift balance of accounts

• shift focus of resources

• reduced losses = profit gains

• trading customers

• efficient relationships

• operational efficiency

Page 28: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Efficiency – per Delivery

Page 29: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Productivity – OpCash:Expense

Page 30: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Recommendations

• analytics at core of strategy

• get Cost-to-Serve & Profit capability

• buy – don’t make (so you can act, not calculate)

• one shot vs on-going

•never another opportunity to change this year’s results

Page 31: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Follow-up eMail

• link to webinar recording

• slide deck

•my contact info

•Critical Analytics cheat sheet

• tomorrow

Page 32: Beyond BI: Distribution Analytics › media › BeyondBI.pdf · measures from numbers already available •Cost Engine –subsystem that calculates cost-to-serve & profit numbers

Let Me Show You More!

www.WayPointAnalytics.net

480-426-9955