Tuesday, July 14, 2020

5S (Lean Tool)

5S is a workplace organization method that can help improve the efficiency and management of operations. 


  • SORT (SEIRI) -- Sort thru the items as required and remove unneeded items from work area. Never used items need to be discarded immediately.
  • SET IN ORDER (SEITON) -- Arrange required items for ease of accessibility. Files that are required more often (SOP, instructions etc.) are placed in marked location / designated area. 
  • SHINE (SEISO) -- Cleaning the work area and equipment. (Manufacturing example - cleaning of inspection surface plates leads to better measurement results). Other e.g. equipment work table cleaning and cleaning of the floor.
  • STANDARDIZE (SEIKETSU) - Involves developing checklists, standards, and work instructions to keep the work area in an orderly condition. 
  • SUSTAIN (SHITSUKE) - Sustaining efforts and continuing them (continuous improvement). Requires support of team and that of management, empowerment of employees, etc.  
> A process is impacted by its environment
> The ability of employees to process change is also impacted by its environment
> Improvement in the work area is helpful for controlling the process.

5S Example in a Service-based Industry

  • CEO asks for progress update on existing cost improvement initiatives.
  • PMO shares a comprehensive report spending 80 hours and at least two loops. 
  • CEO unhappy. 
  • 5S is deployed. 
    • Existing report looked at
    • Sorted existing reports based on stakeholder requirements - high, med, low
    • What type of data was being collected, and how it was collected for the report. Was being done manually, and in various formats.
    • The improvement team "sorted" the available information as inputs to fulfill the requirements. 
    • Set in order - Created input screen from where PMO could add his details, and the PMs can collect data and upload their reports. 
    • Created reports in Tableau. 
    • Shine - identified 5PMs and executed a pilot. 
    • Standardize - Created training material, SOPs, maintenance procedures, 
    • Sustain - for 2 months. 

Monday, July 13, 2020

Value Stream Map...

A value stream map is a lean technique used to document, analyze, and improve the flow of information or materials required to produce a product or service for a customer. 

> Identify and eliminate waste
> Review the flow of process steps and information from origin to delivery
> Has a system of symbols to depict various work activities and information flows

Value Stream Map extends on the Process Map

A process map is a work that should ideally happen as part of the process on the floor, whereas a value stream map is what actually happens
  • NVA - Non-value-added work - actions that should be eliminated. 
  • ENVA - Essential non-value-added work - wasteful actions but essential under operating procedures. 
  • VA - Value Added work - Actions that add value to the work. 
  1. Add time for each activity
  2. Calculate total time
  3. Calculate Total value-added time 
  4. VA / Total Time = Process cycle efficiency (PCE) 
How to create a VSM?

Example of Pizza Delivery 
  • Step 1: Identify the start and endpoints

  • Step 2: Document the process steps

Next, indicate how many operators complete each step in the circle within each box. 


Next, include a data box to indicate:

1. CT or the cycle time - Time to complete each activity
2. CO - Change Over Time The time to switch between steps
3. Up Time - The percentage of time the machine is up and running. 
4. Yield - Percentage of parts that pass inspection. 

Next, indicate cycle time (CT) (shown in the diagram below). 


  • Step 3: Add inventory and wait times. Connect the start and endpoints. Electronic flow lines represent customer call and electronic payment, a vertical-lined thick line is material pushed from one process to the other, and the solid thick line is shipment/delivery.

Use Inventory Triangles In between each phase to mark the number of parts in WIP. 
Add symbols at the shipment (scooter here) - to show method of shipment
  • Step 4: Draw information flow:
- Draw information flow: Suppliers, Production control to represent people centrally coordinating between the suppliers and the pizza store - ensure raw material stock at pizza store doesn't' go below minimum prescribed level. 

- Then place lines of communications (straight lines (manual comms) and crooked lines)

- Add notes about the type of exchange, frequency of exchange and the media used


  • Step 5: Create Timelines
- Finally create timelines at the bottom of the value stream map. The timelines will have three levels -- 

-- Value-added process
-- Essential non-value added process
-- Non-value added process


- Finally, add a databox at the bottom that houses - Total Cycle Time, Value Added Time and Process Cycle Efficiency


Another example of Value Stream Map (Call Centre)





Lean Enterprise Organization

  • An organization that uses lean thinking
  • Applies lean tools to reduce waste
  • Offers value to customers
Achieving a lean enterprise requires a change in:
  • Attitudes
  • Procedures
  • Processes
  • Systems


Value Stream

  • Value Stream is a series of activities. 
  • Starts with the Supplier and ends at the customer. 
  • Wastes are explicit and hidden along this value stream. 
Components of Value Stream
  • Flow of materials
  • Transformation of raw materials into finished products/services
  • Flow of information




What is Value?

  • Value is defined by the customer based on:
    • Is the customer perception of the usefulness of the given product or service
    • The necessity of the given product or service

Visualizing Next Word Prediction - How to LLMs Work?

 https://bbycroft.net/llm