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BIG DATA: DESARROLLO DE NUEVOS PRODUCTOS EN LA FABRICA DE LA REALIDAD 
EL RETO DE LA TOMA DE DECISIONES INTELIGENTE Y EN TIEMPO REAL EN LA EXPERIENCIA DEL CONSUMIDOR A SCM PERSPECTIVE
¿CUÁNDO GANAN LAS EMPRESAS? 
•Atraen 
•Mantienen y 
•Hacer crecer
EL RETO DE EMPRESAS PARA CRECER … 
•¿Cómo tener más clientes? 
•¿Cómo mantenerlos por mas tiempo? 
•¿Como incrementar el valor de cada cliente individual?
EL CAMINO PARA EL CAMBIO QUE SE NECISITA EN LA GESTIÓN DE 
•Reconocimiento en las tendencias 
•Reconocimiento de nuevos y mejores paradigmas 
•Un mejor entendimiento es necesario para efectivamente adaptar y mejorar nuestro estilo de dirección y gerencia
Head 
Healthiness 
Hearth 
Happiness 
SCM
SCM: INTEGRACION DE PROCESOS CLAVE DE NEGOCIOS 
Information Flow 
Production Management 
Procurement 
Demand Management 
Customer Service Management 
CRM 
Suppliers 
2nd Level 
Suppliers 
1st Level 
Supply Chain Management Business Processes 
Producción 
Order Fulfillment 
New Product Development 
Returns 
Customer 
Final 
Consumer 
Source: Adapted from Cooper, Martha C., Douglas M. Lambert and Janus D. Pagh, “Supply Chain Management:More than a New Name for Logistics, 
The International Journal of Logistics Management, Vol 8, Nº 1(1997),p.10 
Compras 
Logística 
Product Flow 
Production 
R & D 
Procurement Marketing 
Logistics 
Finance 
Manufacturer
EL PARADIGMA ACTUAL: 
•SATISFACCIÓN DEL CLIENTE
UN NUEVO PARADIGMA: 
•CONFIANZA DEL CLIENTE
•Producción a la carta 
–Una cuarta parte de los productos que se venden en las tiendas seran fabricados en el punto de uso cuando se necesiten en impresoras de escritorio 3D. 
–Cambios en las industrias de materias primas, logistica y retail 
–Los clientes tienen una cultura de “lo quiero ahora y lo quiero barato” 
LA TERCERA DECADA DEL SIGLO XXI
Trends that influence SCM complexity 
Key issue in SCM failure 
•Shortening of product life cycles 
•Increased product variety 
•Increase globalization scope and scale 
•Advances in IT 
•Lack of fit of the overall company strategy with the supply chain strategy. 
SUPPLY CHAIN FIT 
Taken from Gal Raz, 2008
SUPPLY CHAIN STRATEGIES 
DEMAND UNCERTAINTY 
SUPPLY 
UNCERTAINTY 
LOW 
FUNCTIONAL 
PRODUCTS 
HIGH 
INNOVATIVE 
PRODUCTS 
LOW 
STABLE 
PROCESS 
Efficient supply chains 
Responsive supply chains 
HIGH 
EVOLVING 
PROCESS 
Risk-hedging supply chains 
Agile supply chains 
Taken from Gal Raz, 2008
•Focus on higher cost efficiencies 
•Eliminate non-value added activities 
•Getting the best capacity utilization in production and distribution 
•IT is key to increase efficiency 
•Use lean operations, automation and workflow streamlining to improve productivity 
EFFICIENT SUPPLY CHAINS 
Taken from Gal Raz, 2008
•Focus on pooling and sharing resources in a supply chain in order to share risks of supply chain disruption. 
•Face uncertainties regarding yielding, process reliability, supply source and lead time as the process evolves. 
•Strategies used to cope with uncertainties: 
–Inventory pooling 
–Multiple supply bases for backup 
RISK-HEDGING SUPPLY CHAINS 
Taken from Gal Raz, 2008
•Focus on responsiveness and flexibility 
•Face a demand that is highly unpredictable and short selling seasons 
•Use concepts like postponement and build-to order strategies 
RESPONSIVE SUPPLY CHAINS 
Taken from Gal Raz, 2008
•Focus not only on responsiveness and flexibility, but also hedge for the risks of supply shortages and disruptions 
•Use pooling inventories and other capacity resources 
AGILE SUPPLY CHAINS 
Taken from Gal Raz, 2008

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Big Data y Desarrollo de Nuevos Productos en la Fabrica de la Realidad

  • 1. BIG DATA: DESARROLLO DE NUEVOS PRODUCTOS EN LA FABRICA DE LA REALIDAD EL RETO DE LA TOMA DE DECISIONES INTELIGENTE Y EN TIEMPO REAL EN LA EXPERIENCIA DEL CONSUMIDOR A SCM PERSPECTIVE
  • 2. ¿CUÁNDO GANAN LAS EMPRESAS? •Atraen •Mantienen y •Hacer crecer
  • 3. EL RETO DE EMPRESAS PARA CRECER … •¿Cómo tener más clientes? •¿Cómo mantenerlos por mas tiempo? •¿Como incrementar el valor de cada cliente individual?
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  • 6. EL CAMINO PARA EL CAMBIO QUE SE NECISITA EN LA GESTIÓN DE •Reconocimiento en las tendencias •Reconocimiento de nuevos y mejores paradigmas •Un mejor entendimiento es necesario para efectivamente adaptar y mejorar nuestro estilo de dirección y gerencia
  • 7. Head Healthiness Hearth Happiness SCM
  • 8. SCM: INTEGRACION DE PROCESOS CLAVE DE NEGOCIOS Information Flow Production Management Procurement Demand Management Customer Service Management CRM Suppliers 2nd Level Suppliers 1st Level Supply Chain Management Business Processes Producción Order Fulfillment New Product Development Returns Customer Final Consumer Source: Adapted from Cooper, Martha C., Douglas M. Lambert and Janus D. Pagh, “Supply Chain Management:More than a New Name for Logistics, The International Journal of Logistics Management, Vol 8, Nº 1(1997),p.10 Compras Logística Product Flow Production R & D Procurement Marketing Logistics Finance Manufacturer
  • 9. EL PARADIGMA ACTUAL: •SATISFACCIÓN DEL CLIENTE
  • 10. UN NUEVO PARADIGMA: •CONFIANZA DEL CLIENTE
  • 11. •Producción a la carta –Una cuarta parte de los productos que se venden en las tiendas seran fabricados en el punto de uso cuando se necesiten en impresoras de escritorio 3D. –Cambios en las industrias de materias primas, logistica y retail –Los clientes tienen una cultura de “lo quiero ahora y lo quiero barato” LA TERCERA DECADA DEL SIGLO XXI
  • 12. Trends that influence SCM complexity Key issue in SCM failure •Shortening of product life cycles •Increased product variety •Increase globalization scope and scale •Advances in IT •Lack of fit of the overall company strategy with the supply chain strategy. SUPPLY CHAIN FIT Taken from Gal Raz, 2008
  • 13. SUPPLY CHAIN STRATEGIES DEMAND UNCERTAINTY SUPPLY UNCERTAINTY LOW FUNCTIONAL PRODUCTS HIGH INNOVATIVE PRODUCTS LOW STABLE PROCESS Efficient supply chains Responsive supply chains HIGH EVOLVING PROCESS Risk-hedging supply chains Agile supply chains Taken from Gal Raz, 2008
  • 14. •Focus on higher cost efficiencies •Eliminate non-value added activities •Getting the best capacity utilization in production and distribution •IT is key to increase efficiency •Use lean operations, automation and workflow streamlining to improve productivity EFFICIENT SUPPLY CHAINS Taken from Gal Raz, 2008
  • 15. •Focus on pooling and sharing resources in a supply chain in order to share risks of supply chain disruption. •Face uncertainties regarding yielding, process reliability, supply source and lead time as the process evolves. •Strategies used to cope with uncertainties: –Inventory pooling –Multiple supply bases for backup RISK-HEDGING SUPPLY CHAINS Taken from Gal Raz, 2008
  • 16. •Focus on responsiveness and flexibility •Face a demand that is highly unpredictable and short selling seasons •Use concepts like postponement and build-to order strategies RESPONSIVE SUPPLY CHAINS Taken from Gal Raz, 2008
  • 17. •Focus not only on responsiveness and flexibility, but also hedge for the risks of supply shortages and disruptions •Use pooling inventories and other capacity resources AGILE SUPPLY CHAINS Taken from Gal Raz, 2008