Chainalytics Model Based Benchmarking Short
description
Transcript of Chainalytics Model Based Benchmarking Short
![Page 1: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/1.jpg)
1
January 2010
Company Overview
![Page 2: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/2.jpg)
2
Benchmarking is part of the
Transportation Master Planning Cycle
2
Data
Analyze
Procure
Execute
Review
Strategic & Tactical Optimization Based
Modeling; Operations Assessment
Sourcing & Capacity Management
Model-Based Benchmarking
TMS Assurance and Selection
![Page 3: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/3.jpg)
3
1. Benchmark your performance
2. Leverage your entire network
3. Leverage your network assets
4. Executive buy-in
5. Provide more information to carriers
6. Multiple Round Bidding
7. Optimize your responses
8. Standardize your charges (keep it simple for carriers)
9. Measure performance
10. Green – Improved efficiency reduces costs
No matter what your process is, Benchmarking needs to be included!
Typical Procurement Process, Top 10 Check List:
Benchmarking is a Critical Step
in the Procurement Process
3
![Page 4: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/4.jpg)
4
4
Truckload Consortium Membership
• Model Statistics Jan 2010 Release– Over $13.8 billion in transportation spend
– Nearly 14 million loads
– 75 model participants with TL spend ranging from $10M to over $500M
– Covers USA, Canada and in and out of Mexico
– 7 separate models (Dry, Temp, Intermodal, Flatbed, 3 short haul models)
– Equivalent to 5% of the total North American for-hire truckload market
26%
19%
15%
12%
8%
8%
7%5%
Primary Business SectorFood Producers
Retail
Beverages
Industrial Goods & ServicesPersonal & Household GoodsOther
Forestry and Paper
Construction & Materials
13%
32%
19%
25%
8%3%
Membership Freight Spend
$0-10M
$10-50M
$50-100M
$100-250M
$250-500M
$500M+
![Page 5: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/5.jpg)
5
“Am I Paying Fair Rates?”
In 2003 there was no way to answer that question
• Publicly available information was not sufficient
– Neither accurate nor timely
– Not robust enough to capture idiosyncrasies of the freight
• Traditional benchmarking does not capture cost drivers
– Database models do not isolate the individual characteristics of the lanes that determine the cost
of service
– Metrics based approaches such as Activity Based Costing do not capture the impact of external
market conditions
5
![Page 6: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/6.jpg)
6
Model-Based Benchmarking
• Chainalytics Created the Model-Based Benchmarking Consortium
– A collaborative membership based organization for confidentially sharing transportation rate information
for the purpose of benchmarking against market costs
• MBBC Goals
– Build a representative model of the market
– Understand carrier cost drivers
– Quantify impact of freight characteristics
– Provide a bellwether to validate procurement performance
– Identify need and plan procurement
– Quantify value for sourcing events
6
![Page 7: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/7.jpg)
7
How do companies benchmark?
• R e s u l t s f r o m C h a i n a l y t i c s p o l l s a t p u b l i c w e b i n a r s :
53%
14%
17%
8%
8%
13%
72%
9%
4%
2%
Measure against last year's rates
Compare with other shippers
Rely on carriers and service providers
Research public information
Don't benchmark, or don't know
How Does Your Company Benchmark Transportation Costs?
MBBC Members Non-Members
7
![Page 8: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/8.jpg)
9
Building the Models
• If only operational costs considered. . .
– A shipment from OH to FL will cost the same as a
shipment from FL to OH!
• Regional Values
– Capture impact of a truck entering / leaving an area
– Separates the regional effect from other factors
(miles, etc)
– Can be estimated by ALL loads in/out of a region
– Eliminates need for lane by lane comparisons
– Allows estimation of new lanes
But what about the regional effect?
9
![Page 9: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/9.jpg)
10
Building the Models
In Out
Ohio 47.10 153.71
Florida 385.41 39.91
• Regional Value Guidelines
– More regions are better
– But must have critical mass
– Only the relative value matters
• Calculating the impact:
– Move from OH to FL
• $539.11 = 153.17 + 385.41
– Move from FL to OH
• $87.01 = 39.91 + 47.10
• Moving South is approximately
~ $452 more per load!
10
![Page 10: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/10.jpg)
11
Building the Models
Regional values created for North America
• Regional Factors are
calculated as part of estimation
• US regions (see map)
Canadian Provinces and 4
regions in Mexico
• Value reflects the cost impact
of a shipment originating or
destining in a certain location
• Separate values calculated for
inbound and outbound
11
![Page 11: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/11.jpg)
12
Benchmarking Report Output
12
NORMALIZED FUEL SURCHARGE PROGRAM
StatisticsAnnual Shipment Volume 46,046 loads 7,258 loads 11,082 loads
Estimated Market Cost 57,030,101$ 12,866,304$ 16,818,002$
Reported Annual Cost 59,804,416$ 11,945,199$ 15,668,498$
Percent Above / Below Market 4.86%ABOVE MARKET -7.16%BELOW MARKET -6.83%BELOW MARKET
Value Above / Below Market 2,774,315$ (921,105)$ (1,149,504)$
Number of LoadsPercent Number of LoadsPercent Number of LoadsPercent
Loads BELOW Market 11,174 24% 5,439 75% 6,273 57%
Loads AT Market 6,928 15% 775 11% 2,420 22%
Loads ABOVE Market 27,944 61% 1,044 14% 2,389 22%
Value Percent Value Percent Value Percent
Actual Value BELOW Market 11,228,207$ 19% 8,298,162$ 68% 8,297,309$ 47%
Actual Value AT Market 7,841,202$ 13% 1,613,485$ 13% 3,440,926$ 20%
Actual Value ABOVE Market 40,735,007$ 68% 2,033,553$ 17% 3,930,263$ 22%
FUEL SURCHARGE PROGRAM DATA
MBBC Reported MBBC Reported MBBC Reported
Base Price in $/Gallon 1.230$ 1.100$ 1.265$ 1.100$ 1.265$ 1.100$
Escalator 0.058$ 0.060$ 0.054$ 0.060$ 0.066$ 0.050$
Rate Per Mile Increase 0.010$ 0.010$ 0.010$ 0.010$ 0.010$ 0.005$
Weighted Average Cost of Fuel for
the Model 3.959$ 3.959$ 3.959$ 3.959$ 3.959$ 3.959$
Average Annual Fuel Surcharge
Paid Per Mile 0.471$ 0.477$ 0.499$ 0.477$ 0.408$ 0.286$
Fuel surcharge Differential Per Mile
Dry Van Refrigerated Intermodal
Dry Van Refrigerated Intermodal
0.006$ (0.022)$ (0.122)$
![Page 12: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/12.jpg)
13
Benchmarking Report Output
13
Lane-by-Lane Analysis (long haul, dry van):
Origin City
Origin
State
Origin
ZIP
Origin
Country Destination City
Dest
State Dest ZIP
Dest
Country
Distance
(miles)
Annual
Volume
Annual
Corridor
Volume
Equipment
Type
Equipment
Size
Service
Type
Movement
Type
Contract
Type
AURORA IL 60502 US MC FARLAND CA 93250 US 2,027 1.00 1.00 D 53 S OB CC
SOUTHAVEN MS 38672 US CENTER CO 81125 US 1,111 1.00 3.00 D 53 S OB CC
MONCTON NB E1E 3X3CA CUDAHY WI 53110 US 1,548 1.00 1.00 D 53 S IP CC
ATLANTA GA 30354 US LAREDO TX 78041 US 1,171 1.00 1.00 D 53 S OB CC
IRVING TX 75061 US SALT LAKE CITY UT 84104 US 1,190 1.00 2.00 D 53 S OB CC
SOLON OH 44139 US GLOUCESTER MA 01930 US 670 1.00 1.00 D 53 S OB CC
LAKELAND FL 33815 US ONEILL NE 68763 US 1,643 1.00 2.00 D 53 S OB CC
MODESTO CA 95358 US KENNEWICK WA 99337 US 752 2.00 9.00 D 53 S OB CC
MODESTO CA 95358 US LOGAN UT 84321 US 802 2.00 8.00 D 53 S OB CBK
JACKSONVILLE FL 32218 US ALMENA WI 54805 US 1,458 2.00 4.00 D 53 S OB CBK
OMAHA NE 68112 US ATLANTA GA 30336 US 1,000 11.00 14.00 D 53 S IP CC
BELVIDERE IL 61008 US GULFPORT MS 39501 US 912 7.00 7.00 D 53 S OB CC
Minimum
Reported
CPM
Maximum
Reported
CPM
Average
Reported
CPL
Average
Reported
CPM
Reported
Annual
Linehaul Cost
Annualized
Fuel
Surcharge
paid by
Company
Annualized
Fuel
Surcharge
paid by
Market
Difference
Annualized
Fuel
Surcharge
Total CPL paid by
Company (Average
Reported CPL +
Annualized Fuel
Surcharge)
Reported
Annual Cost
(Includes Fuel
Surcharge)
0.90$ 0.90$ 1,829$ 0.90$ 1,829$ 426$ 466$ (41)$ 2,255$ 2,255$
1.58$ 1.58$ 1,753$ 1.58$ 1,753$ 233$ 256$ (22)$ 1,986$ 1,986$
1.72$ 1.72$ 2,658$ 1.72$ 2,658$ 325$ 356$ (31)$ 2,983$ 2,983$
1.24$ 1.24$ 1,450$ 1.24$ 1,450$ 246$ 269$ (23)$ 1,696$ 1,696$
1.48$ 1.48$ 1,761$ 1.48$ 1,761$ 250$ 274$ (24)$ 2,011$ 2,011$
2.38$ 2.38$ 1,598$ 2.38$ 1,598$ 141$ 154$ (13)$ 1,738$ 1,738$
0.65$ 0.65$ 1,069$ 0.65$ 1,069$ 345$ 378$ (33)$ 1,414$ 1,414$
2.46$ 2.50$ 1,864$ 2.48$ 3,728$ 158$ 173$ (15)$ 2,022$ 4,044$
1.52$ 1.55$ 1,231$ 1.54$ 2,463$ 168$ 184$ (16)$ 1,400$ 2,799$
0.73$ 0.74$ 1,065$ 0.73$ 2,129$ 306$ 335$ (29)$ 1,371$ 2,742$
1.17$ 1.17$ 1,172$ 1.17$ 12,891$ 210$ 230$ (20)$ 1,382$ 15,201$
1.53$ 1.54$ 1,401$ 1.54$ 9,810$ 192$ 210$ (18)$ 1,593$ 11,150$
Difference
Percent
(Includes Fuel
Surcharge)
Status
(Includes Fuel
Surcharge)
Estimated
Linehaul Cost
(Does not
include Fuel
Surcharge)
Estimated
Linehaul CPM
(Does not
include Fuel
Surcharge)
Estimated
Annual Linehaul
Cost (Does not
include Fuel
Surcharge)
Difference
Total CPL
(Does not
include Fuel
Surcharge)
Annual Cost
Difference
(Does not
include Fuel
Surcharge)
Difference
Percent
(Does not
include
Fuel
Surcharge)
Status
(Does not
include Fuel
Surcharge)
-26.58% BELOW 2,605$ $1.28 2,605$ (776)$ (776)$ -29.8% BELOW
-13.27% BELOW 2,035$ $1.83 2,035$ (282)$ (282)$ -13.8% BELOW
39.79% ABOVE 1,778$ $1.15 1,778$ 880$ 880$ 49.5% ABOVE
-16.35% BELOW 1,758$ $1.50 1,758$ (308)$ (308)$ -17.5% BELOW
2.78% ABOVE 1,683$ $1.41 1,683$ 78$ 78$ 4.6% ABOVE
-1.98% AT 1,620$ $2.42 1,620$ (22)$ (22)$ -1.3% AT
-28.67% BELOW 1,604$ $0.98 1,604$ (535)$ (535)$ -33.4% BELOW
20.24% ABOVE 1,509$ $2.01 3,017$ 355$ 711$ 23.6% ABOVE
-16.16% BELOW 1,485$ $1.85 2,970$ (254)$ (508)$ -17.1% BELOW
-21.65% BELOW 1,414$ $0.97 2,828$ (350)$ (699)$ -24.7% BELOW
-15.11% BELOW 1,398$ $1.40 15,377$ (226)$ (2,486)$ -16.2% BELOW
0.24% AT 1,379$ $1.51 9,655$ 22$ 155$ 1.6% AT
![Page 13: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/13.jpg)
14
Online Estimators for all Models
14
![Page 14: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/14.jpg)
15
Online “Batch” Estimator
15
![Page 15: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/15.jpg)
16
Benchmarking Report Output
16
Market Report
-Includes rate trend analysis
-Surcharge analysis
-Specific studies on
relevant topics
![Page 16: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/16.jpg)
17
Customer Comments
“We realized what we thought were extremely competitive lanes… were actually well above market. We saved $65,000 annually on only 4 lanes!”
“This is vital information to help us determine the most effective procurement strategies for our company.”
“Not only do we use it for a sanity check among the transportation group, but we share with executive management, especially in these times.
“We got our first report. Addressed just two lanes - saved $150,000!”
“We achieved an annual rate reduction of $100,000 with just one carrier”
“There is no doubt that we have validated how well the business units are doing… we now have the ability to benchmark internally and externally.”
“MBBC has helped us compare our total landed cost to our competitors.”
“We are on target to save 8 Million Dollars in our first year of membership in the MBBC.
17
![Page 17: Chainalytics Model Based Benchmarking Short](https://reader030.fdocuments.net/reader030/viewer/2022020715/548e3b00b47959f2248b4b51/html5/thumbnails/17.jpg)
18
Some of Chainalytics’ Clients
1
FOOD AND
BEVERAGE
RETAIL
HOME/OFFICE
DURABLES
HEALTHCARE
HOME/OFFICE
NON-DURABLES
LSPChemical/ProcessAuto/IndustrialPackagingUtilities/
Telecomm/Media
OTHER
INDUSTRIES
SERVED
• 62 of the Fortune 500
• 9 of the Top 15 US Retailers
• 11 of AMR’s Top 25 Supply Chains
• 5 of the Top 20 Global Forest and Paper Companies
• 8 of the World’s 25 Largest Food & Beverage Mfgs
• 9 of the Top 10 Consumer Goods Supply Chains., SCDigest