data explosion: redefining metrics - boston strategies

29
January 2007 Data Explosion: Redefining Metrics www.bostonstrategies.com www.bostonstrategies.com (1) (781) 2508150 This report has been prepared by Boston Strategies International at the request of CLIENT for the purpose of establishing its operating strategies. It may not be appropriate for other purposes or audiences. This report contains forward-looking statements and projections with respect to anticipated future performance of CLIENT, suppliers, customers, and/or general or specific economic conditions and factors that are based on Boston Strategies International’s analysis of market trends and external data. Forward-looking statements and projections are not guarantees of future performance and involve significant business, economic and competitive risks, contingencies and uncertainties, which are difficult to predict. Accordingly, these projections and forward-looking statements may not be realized and actual results may vary up or down. This report may not be reproduced or distributed without express written approval from Boston Strategies International.

Upload: others

Post on 21-Apr-2022

2 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Data Explosion: Redefining Metrics - Boston Strategies

January 2007

Data Explosion: Redefining Metrics

www.bostonstrategies.com

Page 1© 2008 Boston Strategies International, Inc.6/30/2008

www.bostonstrategies.com(1) (781) 250‐8150

This report has been prepared by Boston Strategies International at the request of CLIENT for the purpose of establishing its operating strategies. It may not be appropriate for other purposes or audiences. This report contains forward-looking statements andprojections with respect to anticipated future performance of CLIENT, suppliers, customers, and/or general or specific economic conditions and factors that are based on Boston Strategies International’s analysis of market trends and external data. Forward-lookingstatements and projections are not guarantees of future performance and involve significant business, economic and competitive risks, contingencies and uncertainties, which are difficult to predict. Accordingly, these projections and forward-looking statements may

not be realized and actual results may vary up or down. This report may not be reproduced or distributed without express written approval from Boston Strategies International.

Page 2: Data Explosion: Redefining Metrics - Boston Strategies

Global Supply Chain Economists™

IndustryResearch

Cost and Pricing Analysis

StrategyConsultingResearch Analysis Consulting

®

Page 2© 2008 Boston Strategies International, Inc.6/30/2008

Page 3: Data Explosion: Redefining Metrics - Boston Strategies

Summary

• Data explosion• Explosion of IT platforms and concepts• Volumes more data

D t h d ld• Data changed our world• Information = value• Competitive balance at stake• IT sustaining global economic growth

• Performance improvement opportunities• Revenue value of information• Driving revenue growth• Cost value of information• Many opportunities

• From data to informationFrom data to information• Core competency drives IT architecture• Operations focus: balanced scorecard• Supply chain: forecast variance• Innovation: thought leadership• Planning: charting and mapping techniquesPlanning: charting and mapping techniques

• From information to strategy• 1. Converting data to information• 2. Converting information to strategy• 3. Creating value above market

Page 3© 2008 Boston Strategies International, Inc.6/30/2008

Page 4: Data Explosion: Redefining Metrics - Boston Strategies

Data ExplosionData Explosion

Page 4© 2008 Boston Strategies International, Inc.6/30/2008

Page 5: Data Explosion: Redefining Metrics - Boston Strategies

Explosion of IT Platforms and Concepts

Rosetta SRMCRM

ASCIIB2BB2C

Chat Client DNS

Auction XML

BOICADCIOCPCCPP

Domain FTP Gateway Hypertext Internet

WMS ERPData

CPPCTOCTREDIHTM/HTMLISP

Internet MultiMedia OPAC Packet Port

APS GPS

ISPISSKMMIMEMRP

PPP Protocol Router Server Signature

TMSeRFQ

RFID

POPPOSPoint Of SaleROIXBRL

Signature SPAM TCP Telnet Trojan Horse WWW

Page 5© 2008 Boston Strategies International, Inc.6/30/2008

XBRL WWW

Page 6: Data Explosion: Redefining Metrics - Boston Strategies

Data changing our world

• Innovation from outside• Collaborative sellingCollaborative selling• Supply networks• Standardized subassemblies

“We’re moving towards a world where operations are networkWe re moving towards a world where operations are network-centric. There used to be vertical silos, [but in the future we’ll] have horizontal businesses that can integrate with each other.”

- Stephen Miles MITStephen Miles, MIT

Page 7© 2008 Boston Strategies International, Inc.6/30/2008

Page 7: Data Explosion: Redefining Metrics - Boston Strategies

Information = value

100%Market Capitalization by Type of Asset

Information A t

75%

Assets

50%

Property, Plant & Equipment

25%

Tangible Assets0%

1987 1991 1995 1999 2003 2007 2011 2015

Page 8© 2008 Boston Strategies International, Inc.6/30/2008

Page 8: Data Explosion: Redefining Metrics - Boston Strategies

Competitive balance at stake

Share of World ProductionShare of World Consumption

20%

25%

10%

12%

10%

15%6%

8%

0%

5%

10%

0%

2%

4%

0%China U.S.

2005 2006 2007 2008 2009

0%China U.S.

2005 2006 2007 2008 2009

Page 9© 2008 Boston Strategies International, Inc.6/30/2008

Source: Economist Intelligence Unit

Page 9: Data Explosion: Redefining Metrics - Boston Strategies

IT sustaining global economic growth

6%

7%Growth With and Without Information Technology

5%

6%

3%

4% With ITWithout IT

1%

2%

0%U.S China India Korea ASEAN

Page 10© 2008 Boston Strategies International, Inc.6/30/2008

Source: Economist Intelligence Unit, Boston Logistics Group

Page 10: Data Explosion: Redefining Metrics - Boston Strategies

Performance Improvement OpportunitiesPerformance Improvement Opportunities

Page 11© 2008 Boston Strategies International, Inc.6/30/2008

Page 11: Data Explosion: Redefining Metrics - Boston Strategies

Revenue value of information• Delivering Better Service

• Matching Organization of Resources to Demand• Segmenting and Prioritizing Orders• Segmenting and Prioritizing Orders• Customizing product and service delivery

• Launching More New Products Faster• Launching New Products More Frequently• Launching New Products More Frequently• Launching New Products Faster

• Increasing Margins: Rapid, Flexible ResponseR id R• Rapid Response

• Postponement• Dynamic Pricing

Page 12© 2008 Boston Strategies International, Inc.6/30/2008

Page 12: Data Explosion: Redefining Metrics - Boston Strategies

Driving revenue growth

Page 13© 2008 Boston Strategies International, Inc.6/30/2008

Page 13: Data Explosion: Redefining Metrics - Boston Strategies

Cost value of information

• Lean manufacturing and lean distribution• Inventory managementInventory management• Supplier partnering• Cross-docking and fleet rationalization• Quality management• E-procurement

Page 14© 2008 Boston Strategies International, Inc.6/30/2008

Page 14: Data Explosion: Redefining Metrics - Boston Strategies

Many Opportunities

Application Benefit Financial Metric %IT Applications in Supply Chain Management

Manage spend Spend ↓ Expenses ↓ 10%Mg. compliance Spend ↓ Expenses ↓ 10%Track Equipment Utilization ↑ ROA ↑ 20%Track Inventory Turns ↑ Working Capital ↑ 10%D l L b P d ti it P fit 30%Deploy Labor Productivity ↑ Profits ↑ 30%Track Production Cycle time ↓ Revenues ↑ 5%T k D i A il bilit ↑ P f ↑ 20%Track Devices Availability ↑ Performance ↑ 20%Monitor Access Violations ↓ Claims/damages ↓ 3%Speed X Actions Throughput ↑ Revenues ↑ 80%

Page 15© 2008 Boston Strategies International, Inc.6/30/2008

Speed X-Actions Throughput ↑ Revenues ↑ 80%

Page 15: Data Explosion: Redefining Metrics - Boston Strategies

From Data to InformationFrom Data to Information

Page 16© 2008 Boston Strategies International, Inc.6/30/2008

Page 16: Data Explosion: Redefining Metrics - Boston Strategies

Core competency drives IT architecture

Competency Customer Operations Supply Marketing /

How Strategy Drives Choice of Metrics

Intimacy Chain InnovationExample Used car

dealershipOutsourced IT services

Oil company IT: Social networking

Time horizon

The moment 3 months 1 year 3-5 years

M t i Hit rate Balanced Forecast Tho ghtMetrics Hit rate Balanced scorecard

Forecast variance

Thought leadership

P/E

Page 17© 2008 Boston Strategies International, Inc.6/30/2008

Page 17: Data Explosion: Redefining Metrics - Boston Strategies

Operations focus: balanced scorecardScorecard Metrics

Page 18© 2008 Boston Strategies International, Inc.6/30/2008

Page 18: Data Explosion: Redefining Metrics - Boston Strategies

Supply chain: forecast varianceKey Metrics

Key Indicators VarianceOrder Leadtime ▼ -2 0% ▼ -1 0% -1 0%

ActualForecast Order Leadtime ▼ -2.0% ▼ -1.0% -1.0%Prices ▲ 0.0% ▲ 0.5% -0.5%% SKUs in Catalog ▲ 3.0% ▲ 3.0% 0.0%% to Top 10 Suppliers ▲ 1.5% ▲ 4.0% 2.5%

PricesAlerts

• Prices• Leadtime• Capacity utilization

S l• Supply• Demand• Etc.

Page 19© 2008 Boston Strategies International, Inc.6/30/2008

Page 19: Data Explosion: Redefining Metrics - Boston Strategies

Innovation: thought leadership

Success

Strategy

Consideration

Ideas

Page 20© 2008 Boston Strategies International, Inc.6/30/2008

Page 20: Data Explosion: Redefining Metrics - Boston Strategies

Planning: bubble chartsHigh

Spend Education

AppliancesMillingGaskets 10

11

12Spend by Category

HeatingChillers

Electronics CompressorsVehicles

Spares

HydrogenConveyor

CO2

Machinery8

9

ResinsValves ApparelFilmTitanium Office Supplies

ConduitHardware

PVC

Diodes ServicesConverters Tools 5

6

7

0 1 2 3 4 5 6 7 8 9 10SPEND

JanitorialWiringElectrical

ComputersPlastic LTL

TLElevatorss Textiles

Fuels Tubing3

4

5

Low

Spend

Textiles

Mixer

Plumbing

Lubricants FloorsAbrasiveHardware

ApparelPaintsStructural Metals

1

2

Page 21© 2008 Boston Strategies International, Inc.6/30/2008

Less Complex More Complex0

Note: Spend scaled to actual spend; Supply Market Complexity scaled inversely to number of suppliers; Size of bubble proportional to number of SKUsSUPPLY MARKET COMPLEXITY

Page 21: Data Explosion: Redefining Metrics - Boston Strategies

Planning – bubble mapsConsumption by Metro Area

Sum of Number of Invoices by Metropolitan Area

4,000 to 6,000

Page 22© 2008 Boston Strategies International, Inc.6/30/2008

2,000 to 3,999

0 to 1,999

Page 22: Data Explosion: Redefining Metrics - Boston Strategies

Planning: density chartsCongestion Points, 2020, with Selected Remediation Measures

Ports: 4,300

Ports: 3 300

DEMANDTruck +58%Rail +47%Water +14%Air +182%

TEU/Acre/Year throughput (vs. 10,000+)

Ports: 3,300 TEU/Acre/Year(vs. 10,000)+

“CREATE”

Intermodal Driver Shortage

Air 182%

Longshoremen Shortage (2004)PIERPass

Ports: 4,000 TEU/Acre/Year (vs. 10,000+)

Page 23© 2008 Boston Strategies International, Inc.6/30/2008

Source: Cambridge Systematics/AASHTO, Containerisation International

Page 23: Data Explosion: Redefining Metrics - Boston Strategies

Planning: split box charts

Example of a Market Share Segmentation Matrix

Page 24© 2008 Boston Strategies International, Inc.6/30/2008

Page 24: Data Explosion: Redefining Metrics - Boston Strategies

Executing: harvey ball chartsSupplier Comparison

Option 5Option 4Option 3Option 2Option 1Criteria Option 5Option 4Option 3Option 2Option 1Criteria

Delivery3

Quality2

Price1

Delivery3

Quality2

Price1

Service5

Flexibility4

Delivery3

Service5

Flexibility4

Delivery3

Innovation 7

Speed6

Innovation 7

Speed6

= Good/More Attractive = Bad/Less Attractive

Track record8 Track record8

Page 25© 2008 Boston Strategies International, Inc.6/30/2008

Page 25: Data Explosion: Redefining Metrics - Boston Strategies

From Information to StrategyFrom Information to Strategy

Page 26© 2008 Boston Strategies International, Inc.6/30/2008

Page 26: Data Explosion: Redefining Metrics - Boston Strategies

1. Convert data to information

Supply and Demand Imbalance

$2,500

$3,000

$2,000

Millions of US Dollars

$1,5002006 2007 2008 2009 2010 2011 2012

Year

Capacity ($M) Demand ($M)

Page 27© 2008 Boston Strategies International, Inc.6/30/2008

Page 27: Data Explosion: Redefining Metrics - Boston Strategies

2. Convert information to strategy

• Rationalization• Centralization of procurement

Families of Sourcing Strategies

45

Scale

• Centralization of procurement• Group purchasing

• RFx• Global sourcing• Auctions

0123

CompetitionIntegration

• Auctions• Payment terms

• E-Procurement• Long-term agreements

Value• Value engineering• Standardization

g g• Supply chain integration• Purchasing cards• Portals

Page 28© 2008 Boston Strategies International, Inc.6/30/2008

• Spec simplification

Page 28: Data Explosion: Redefining Metrics - Boston Strategies

3. Create value above the market

• Value: Lower lifecycle costs• Integration: Reduced transactions costsIntegration: Reduced transactions costs• Scale: Economies of scale• Competition: go direct to manufacturers

99100

Creating Price Leverage through Sourcing Strategy

9596979899

Price

• Value• Competition• Integration

929394

1 2 3 4 5Time Period

g• Scale

Page 29© 2008 Boston Strategies International, Inc.6/30/2008

Time Period

Market Term-Adjusted

Page 29: Data Explosion: Redefining Metrics - Boston Strategies

Global Supply Chain Economists™Boston Strategies International helps supply chain executives make critical supply chain decisions that involve investment and risk by forecasting the evolution of supply markets and technologies. Our mission is to help our clients develop globally competitive supply networks that maximize Supply Chain Value.™ Our products and services include:

Industry Research that helps investors and policy makers identify emerging issues that affect their supply chains and• Industry Research that helps investors and policy makers identify emerging issues that affect their supply chains, and quantify the impact that they will have

• Cost and Pricing Analysis that helps financial and operational managers plan and budget by providing benchmark, best practice, and forecast data tailored to their companies' supply chains

• Strategy Consulting that helps supply chain leaders make high-stakes decisions related to mergers & acquisitions, market entr capital in estments o tso rcing off shoring and make or bentry, capital investments, outsourcing, off-shoring, and make-or-buy

David Jacoby: djacoby@bostonstrategies com

Boston, MA, USA445 Washington St

Wellesley, MA 02482 USA

Dubai, UAEExecutive Suite

P.O. Box 121601Sharjah, United Arab Emirates (U.A.E.)

Shanghai, China31F Jin Mao Tower88 Shi Ji Avenue

Shanghai 200120, China

Page 30© 2008 Boston Strategies International, Inc.6/30/2008

David Jacoby: [email protected]