November 30, 2011 Click to edit Master title style Transportation, Distribution and Logistics Nishant Jain, Consultant CHAINalytics MSIE Georgia Tech Fall 2010 Agenda Click to edit Master title style CHAINalytics Overview Transportation Modes in the Supply Chain Transportation Benchmarking Fastenal Overview (Summer Internship) Picking, Slotting and Cycle Counting A little about me and Questions ! 2 Who is Chainalytics? Click to edit Master title style 2001 Our Genesis • Market Lacked Proven, Focused Supply Chain Analytics Competence • “Best Analytical Minds in Supply Chain” 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 • 1st Named to “100 Great Supply Chain Partners” List by SupplyChainBrain; Recognized for 7 Years Running • Launch of Model-Based Benchmarking Consortium (MBBC) • Mike Kilgore named a “Pro to Know” by Supply & Demand Chain Executive; Jeff Metersky (2006), Gary Girotti (2007), Tim Brown (2009), Bill Loftis (2010), and Steve Ellet (2011) also named Pros to Know • Established Chainalytics India Private Limited in Bangalore • MBBC named “Top Supply Chain Innovation” by Supply & Demand Chain Executive • Named to ARC Advisory’s “10 Coolest Supply Chain Boutiques” • Named “Supply Chain Company of the Year” by Metro Atlanta Chamber • Launch of Sales & Operations Variability Consortium (S&OVC) Empowering Fact-Based Decisions Across Your Supply Chain TODAY Supply Chain Strategy Network Optimization Inventory Planning Sales and Operations Strategy Transportation services expansion Mode Benchmarking, Service Benchmarking Network Fleet Modeling Business Intelligence Transportation Bidding Packaging Optimization Based in Minneapolis Supply Chain Services Optimization Warehouse Optimization, Reverse Logistics, etc. Supply Chain Services Optimization Warehouse Optimization, Reverse Logistics, etc. 3 We Support Value-Driven Supply Click to edit Master title style Chain Decisions Years Supply Chain Design Quarters Packaging Optimization Logistics Operations Months Weeks Planning Horizon Transportation Sales, Inventory & Operations Planning When should we buy or make product to make the best use of our capacity? What is the best flowpath? Service Supply Chain How much and At what service level can we where should inventory be profitably satisfy demand? positioned in the supply chain? 4 Should our warehousing and material operations be insourced or outsourced? How should Can we reduce we transport our transport and product through logistics costs by the supply improving cube chain? utilization? How well do our current operations mitigate repair and warranty costs? How can we increase visibility to stakeholders? Some of Our Clients Click to edit Master title style RETAIL FOOD AND BEVERAGE HOME/OFFICE NON DURABLES HEALTHCARE HOME/OFFICE DURABLES Packaging Utilities/ Telecomm/Media Auto/Industrial Chemical/Process LSP OTHER INDUSTRIES SERVED • 62 of the Fortune 500 • 9 of the Top 15 US Retailers • 13 of AMR’s Top 25 Supply Chains • 5 of the Top 20 Global Forest and Paper Companies 5 5 • 8 of the World’s 25 Largest Food & Beverage Mfgs • 9 of the Top 10 Consumer Goods Supply Chains., SC Digest Agenda Click to edit Master title style CHAINalytics Overview Transportation Modes in the Supply Chain Transportation Benchmarking Fastenal Overview (Summer Internship) Picking, Slotting and Cycle Counting A little about me and Questions ! 6 Click toalledit Master What is Transportation about ? title style 5 primary modes of freight delivery methods in North America Full Truck Load (TL) Cargo above 20,000 lbs upto 50,000 lbs on a 53 feet trailer Semi-trailers of sizes 23 ft, 32 ft, 36 ft, 40 ft, 45 ft, 48 ft, 53 ft exist Temperature Controlled items, Flatbed and Dry Vans are 3 different types of TL Dedicated loads move for a shipper hence Economies of Scale and faster transit time than LTL Companies such as J.B. Hunt, Schneider, Swift, Covenant are prominent. Highly competitive and fragmented market. Top 25 carriers contribute to less than 10% of total N. American revenues Average trucker travels 47 mph including traffic and US Road Safety regulations A tractor unit pulling a semi-trailer A classic 53 ft. semi-trailer truck 7 Click to edit Master title style Less- Than-Truckload Less- Than-Truckload (LTL) Generally moves freight >150 Lbs & < 20,000 lbs The LTL market is much smaller than TL ($27B vs. ~$320B) LTL is a much more concentrated market than TL Top 25 LTL carriers = 88% of total LTL Revenues (top 6 = 50%) Top 25 TL carriers ≤ 10% of total TL Revenues While TL is mainly driven by distance, LTL is influenced by many factors that interact with each other, such as: Freight Class Weight Distance Pricing is based off of different tariffs with a negotiated discount that can apply to all, or portions, of a network Freight All Kinds (FAK) classification dominates and can obscure cost drivers 2000 lbs of ping pong(FAK 70) balls occupy more space than 2000 lbs of palletized containers (FAK 500) 8 Click to edit Master title style Other Modes Intermodal freight Transport Multiple modes of transport (rail, ship and truck) with minimal handling when changing modes Reduced costs over road trucking over larger distances (>1000 miles) Ocean Container ships transporting twenty-ft-eq. (TEU) and forty-foot-eq units over sea Constraints of canals (Panama & Suez) limit capacity on ships Container fleet, route constraints, terminal capacity play a huge role Air Cargo Containerization has been a huge proponent of modern transportation/ supply chains Used to carry freight <150 lbs Intermodal ship-to-rail transfer of containerized cargos at APM Terminals in Portsmouth, VA 300 m long container ship CMA CGM of France 9 Click to edit Master title style Transportation Networks Intermodal freight Transport used between Plant on East Coast and the DC’s in Texas, Arkansas, Illinois (>1000 miles ) Dedicated fleets of Full Truck Loads employed for low mileage high frequency shipments. Eg. Plant to DC’s and Vendor to Plants which are closer by to plant Common Carrier Truck Loads ( one-off shipments ) employed for delivery to customers esp. from DC’s LTL used for low weight shipments to customers from DC Ocean containers used to ship containers from primary vendors (foreign) • • • Dedicated Fleets and Common Carrier both are semi-trailer shipments 53”, 40” , etc… However a key difference is Dedicated loads usually go multistops taking advantage of every day delivery to same destinations covering lower miles. Usually fixed cost/load or variable cost/mile or mixed 10 Vendor Plant DC Agenda Click to edit Master title style CHAINalytics Overview Transportation Modes in the Supply Chain Transportation Benchmarking Fastenal Overview (Summer Internship) Picking, Slotting and Cycle Counting A little about me and Questions ! 11 Truckload Benchmarking Click to edit Master title style 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 – 10 % of actual freight spend by over 90 member cos Isolate and Quantify impact of individual freight characteristics - Origin, destination, distance, loading conditions, service requirements, regional imbalances… Use of econometric modeling to predict the cost per load for TL freight, given characteristics of the freight Provide score card to validate procurement performance Identify need and plan procurement – Change the carriers and choose the best bid on lanes Where do I stand as against other peers in the same industry shipping on the same lane with same freight characteristic ? 12 Quantifying a Freight Characteristic Click to edit Master title style – Origin and Destination Region But what about the regional effect? So far . . . A shipment from OH to FL will cost as much as FL to OH! Regional Values Capture impact of a truck entering / leaving an area Separates the regional effect from other factors (miles, etc) QUESTION FLORIDA – High demand region but also low manufacturing/production output in the state OHIO – High production (hence stable inflow and outflow of trucks) What do you think shipments from OH to FL cost as a Truck Load vs. FL to OH. ???? 13 Origin and Destination Region Click to edit Master title style Effect Difficult to get loads out of Florida as low production hence trucks normally return empty. Heavy manufacturing in Ohio so easy to get back-hauls. 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! Ohio Florida In 47.10 385.41 Out 153.71 39.91 14 Consulting in Transportation Click to edit Master title style Best Practice & System Assessment Mode Analysis Procurement Business Intelligence What is the best mix of carriers to service my network? Where should we focus improvement efforts? vs. Are my processes and systems providing maximum benefit? Can I reduce costs or improve service using alternate shipping strategies? Freight Market Intelligence and Cost Benchmarking • 90+ Member Companies • TL, LTL, and Ocean Market Models • $20B+ in TL Spend (~6% of N.A. Market) Am I paying a fair price for transportation? Deep Capabilities and Expertise in All These Areas 15 Agenda Click to edit Master title style CHAINalytics Overview Transportation Modes in the Supply Chain Transportation Benchmarking Fastenal Overview (Summer Internship) Picking, Slotting and Cycle Counting A little about me and Questions ! 16 Fastenal Overview: Click to edit Master title style Summer Internship # 2 Industrial and Construction supplier in North America (#1 being W.W. Grainger) ~$ 3 billion in sales (2010) & growing at 20% per quarter 2400+ stores and 14 RDCs in the US Worked as an Industrial Engineer/ Warehouse consultant for 16 weeks in Summer 2010 Worked at the Atlanta RDC serving 250+ stores Roughly 30000 SKUs in the warehouse ~9000 SKUs in the Pick Module Opportunities Explored: New system for Picking Changes in cycle counting Slotting Floor Storage CONVEYOR SYSTEM FACILITY PROFILE • ~ 200, 000 sq. feet •Extensive use of conveyors often making it the bottleneck. 17 Agenda Click to edit Master title style CHAINalytics Overview Transportation Modes in the Supply Chain Transportation Benchmarking Fastenal Overview (Summer Internship) Picking, Slotting and Cycle Counting A little about me and Questions ! 18 Picking Click to edit Master title style PICK CHARACTERISTICS • 3 floors of the pick module (9000 SKUs) Bottom floor for fragile and small items ( Slow pick rate) • Use of Bar Code readers • Follows ABC ranking: 30% of the SKUs contribute 65% of the picks • Pickers start from 9 AM – 7 PM; Changed it to 12 – 6 PM ( Consolidated pick window) • Picks are downloaded every 2 hours in the system starting at 6 AM. Emergency picks up to 5 PM • Workers walk towards each other while picking starting at the ends. (zig-zag path) • Manager re-distributes workers based on work content 19 PickingClick (cont) to edit Master title style • Disorganized picking (workers starting at will) and lack of discipline • Remember: Consolidated Picking window. i.e. orders are allowed to build before order pickers arrive • Implemented Bucket brigades Instantly saw about 40 - 50% improvements in CF and PF. About 10% in Shelving • But after 7 – 10 days, picking returned to almost normal though slight increase in picking ( 5-10%) •Spike was due to end of quarter (highest sales volume) • Did not work due to very few downloads every 2 hours which meant that after first sweep in BB, they were bumping into each other frequently. • But instilled a team based culture, organization and competition. 20 Slotting Click to edit Master title style • Workers break their backs while picking from the lowest or top most shelf of the rack (No GOLDEN ZONE) • Equal Space Allocation • Follows ABC distribution: 20% of the SKUs contribute 65% of the picks and nearly dollar sales as well. • Focus on getting the highest flowing 2000 SKUs in Carton Flow and Pallet Flow • Use of Slotting software from class website • But Problem !! No data on Carton sizes + time of internship ending • Measured 2000 SKUs in about 30 hours in 3 levels of PF and CF ( Inventory check !!) • Considered 3 levels of storage: - PF -CF - Infinite (Shelving) • Storage in optimal quantities could potentially increase picking productivity by 20% 21 Cycle Counting Click to edit Master title style • Current Method Cycle Count 35000 SKUs thrice a year @ 105,000 SKU counts + Everyday random counts Proving to be highly ineffective Also performed analysis of current errors ( mostly “B” items) • Improved Method – Ranked based ABC method Items responsible for the first 80% of COGS - Ranked "A" (5 times/yr) Items responsible for the next 15% of COGS- Ranked "B" (4 times/yr) Items responsible for the next 4% of COGS - Ranked "C" (3 times/yr) Items responsible for the last 1% of COGS - Ranked "D“ (2 times/yr) - Total of 55,000 SKU counts - Savings of 50,000 SKU counts - Increased accuracy ! 22 Agenda Click to edit Master title style CHAINalytics Overview Transportation Modes in the Supply Chain Transportation Benchmarking Fastenal Overview (Summer Internship) Picking, Slotting and Cycle Counting A little about me and Questions ! 23 About Me to edit Master title style Click Favorite Subjects at GT Global logistics Scholar/ Seminar in Global Supply Chains (Dr. JJB and Pete Viehweg) Supply Chain and Transportation Systems (Dr. Vande Vatte) Revenue Mgt. (Management School under Prof. Mark Ferguson) The project (and class) Warehousing Systems ! Found my Internship at Fastenal through Cobb County Career Fair held in April 2010 Found the CHAINalytics Fall Internship through (believe it or not) Linkedin (and subsequently got the Full-Time) Fondest Moments at Tech Field trips during Global logistics scholar. ISYE parties Feeling of having learnt something meaningful Not so good moments – EXAMS !! and Black weekday – GPA time !! 24 Click to edit Master title style Thank You 25 Replenishment Click to edit Master title style • Current operations – 50% of Max limit triggered replenishment (1 pallet load in PF OR 6 cartons in CF triggered replenishment from Overstock) • Effects of this policy ( consider the following in Pallet Flow ) • Proposed the 14 days of supply method for replenishment • However it was unsuitable for Pallet Flow. • Suitable for Carton Flow (Few PF SKUs can be re-assigned their Min/Maxes) 26