Subscribe
BTOES Insights Official
By
March 03, 2020

IBM's 2020 AWARD FINALIST CASE STUDY : Best Achievement in Data Analytics enabling Operational Excellence

Read this article about IBM, Finalist in the Best Achievement in Data Analytics enabling Operational Excellence, selected by the independent judging panel, for the 2020 Business Transformation & Operational Excellence Industry Awards program.

output-onlinepngtools (1)

pillar%20page%20line%201

The primary goal of this initiative was to create predictive metrics that would allow our teams to identify potential issues, such as; services request cycle time increase and workload change and based on this, mitigate the risks associated with these changes rather than be reactive.

data1

The scope of the initiative was around building a forecast of the timing and the volume of requests so to understand the trend at Market level and to identify the pain-points both at GEO, Market and Team level. Forecasted data are extremely useful with the management of the activities, especially if, as in this case, the model gives back not only a prediction, but also a prescriptive analysis of the possible causes and the actions to do to avoid negative impacts on the metrics and consequently, on the performances.

Since its 1st Iteration, following the Agile methodology, using specific calculations of the open backlog and the Market behaviour the users have been able to predict, with high accuracy, what will be the expected Cycle Time along the following Quarters. It is used as part of our metrics toolkit and allows to anticipate Cycle Time and workload peaks and see if there are any actions to mitigate this before happening and affecting the whole geography Cycle Time.

Currently, the Data Analyst (DA) Team delivers a weekly report that contains insights on; Current Backlog Generation Ratio (that is an immediate indicator that an action must be taken if ratio is bigger than the predicted upper bound) that includes a summary of Backlog Percentage of Closed Requests in Current Month out of total requests plus analysis on Cancelled Requests in Current Month out of total requests and Open Requests in Current Month out of total requests. The Top 5 Relevant Aging Requests, that is a list of the most aged request details and aging days with the request owner and Request Type details so to allow the users to take instant action to sort them out; a Prescriptive Analysis called Anomaly Report, where all the requests with an abnormal behavior are highlighted; and a Cycle Time Prediction for all the Markets plus a prediction at the geography level.

New Awards CTAThanks to this prediction model and the report deployed by the DA Team, our organization is now able to anticipate deterioration in our metrics and to build a plan to mitigate its impact before it happens, allowing our Teams to act in time.

blog-cta

Every forecast is a lesson. Once the lesson is learned and you have the knowledge of why metrics are following a specific trend, you can help your business to proceed in the right direction and constantly improve through the further prescriptive analysis provided, because knowing what will be the trend of this metric in the next future, will give us the opportunity to beat the prediction and improve our performances.

piller-line

About the Awards

The Business Transformation & Operational Excellence Awards have been established to showcase globally the most outstanding organizational achievements through the application of Operational Excellence programs. Click here to view the Press Release.

The winners will be announced at the Awards Ceremony at The Business Transformation & Operational Excellence World Awards (BTOES) on Wednesday, March 25th, 2020, from 6.30pm in the Venetian Ballroom at the Loews Portofino Bay Hotel at Universal Orlando Resort.

The Business Transformation & Operational Excellence Awards are open to all organizations, both private and public sector, across the globe, which have implemented Operational Excellence programs to deliver outstanding business results.

The Awards will be held in conjunction with the Business Transformation & Operational Excellence World Summit, BTOES 2020 in the beautiful Venetian Ballroom on March 25, 2020 at the Loews Portofino Bay Hotel at Universal Orlando™️. Click to access the agenda, view the current speakers, and watch the highlights video from last year.

 

piller-line

BTOES.com

The issues in this article are just one of topic areas that are going to be discussed at the Business Transformation & Operational Excellence World Summit & Industry

BTOES is the industry’s biggest and best, senior-level, cross-industry gathering of Business Transformation & Operational Excellence industry leaders and senior executives.

It also hosts the Business Transformation & Operational Excellence Awardswhich showcase globally the most outstanding organizational achievements through the application of Operational Excellence programs.

The summits hosts a number of private forums for C-Level & Global corporate-level leaders as well as business unit heads.

With over 150 speakers, over 100 sessions, 12 Keynotes, 9 Track Themes, 5 parallel tracks, 60+ track sessions, 50 roundtable discussions, 20 Interactive Workshops, 6 Thought Leader Panels, 5 Leaders Boardrooms, 5 co-located events, the Industry Awards Program, Site Visits, 20+ hours of social networking including 2 gala cocktail parties, dinners, numerous group activities, this is the ultimate event to benchmark, network and drive Operational Excellence to the next level.

 

Quick Links

Speakers

Agenda

BTOES Awards

 

There is a strong focus on Cultural Transformation, Customer Delight, Sustaining an Operational Excellence program, Need for end-to-end Business Transformation, Keeping up with new technologies/impact of digitalization and Leadership Buy-in & Understanding. We dedicated two tracks to advanced technologies, such as AI, Machine Learning, RPA, Predictive Analytics, Blockchain, Cloud infrastructure etc.

The agenda is designed to encourage active meaningful conversations though all day enhanced networking and interaction opportunities, including

  • All-day Refreshment & Themed Breaks

  • 1¼ Hour Hot Breakfast Networking Sessions

  • 1½ Hour Hot Plated Networking Lunches with Topic & Industry Sector focussed tables

  • 1½ Hour Roundtable Sessions by Topic & Industry Sector.

  • Keynote & Themes Panel Sessions

  • Hosted Welcome Receptions from 5.30pm

  • Expanded more lavish Awards Program

  • Newly launched Night Summit for attendees to meet after dinner

For more information or to discuss the summit in more detail please schedule a call below,

Click here to schedule a call. 


The Business Transformation & Operational Excellence Industry Awards

The Largest Leadership-Level Business Transformation & Operational Excellence Event

opex_assembly

business_assembly

Proqis Digital Virtual Conference Series

View our schedule of industry leading free to attend virtual conferences. Each a premier gathering of industry thought leaders and experts sharing key solutions to current challenges.

Download the most comprehensive OpEx Resport in the Industry

The Business Transformation & Operational Excellence Industry Awards Video Presentation

Proqis Events Schedule

Proqis Digital

Welcome to BTOES Insights, the content portal for Business Transformation & Operational Excellence opinions, reports & news.

------------------------------ 

Submit an Article

Become a Regular Contributor

BTOES UNIVERSAL GRAPHIC - NO DATE.webp?width=1200&name=BTOES UNIVERSAL GRAPHIC - NO DATE
ACCESS 50 VIDEO PRESENTATIONS
Access all 75 Award Finalist Entires
RESEARCH REPORT 2021/2022
BTOES AWARD - NO DATE
BTOES UNIVERSAL GRAPHIC - NO DATE
Subscribe to Business Transformation & Operational Excellence Insights Now
btoes19.png
png
ATTENDEE - Proqis Digital Event Graphics-2
ATTENDEE - Proqis Digital Event Graphics (2)-1
ATTENDEE - Proqis Digital Event Graphics (1)-1
png

Featured Content

  • Best Achievement of Operational Excellence in Technology & Communications: IBM
  • Best Achievement of Operational Excellence in Oil & Gas, Power & Utilities: Black & Veatch
  • Best Achievement in Cultural Transformation to deliver a high performing Operational Excellence culture: NextEra Energy
   
Operational Excellence Frameworks and Learning Resources, Customer Experience, Digital Transformation and more introductions
  • Intelligent BPM Systems: Impact & Opportunity
  • Surviving_the_IT_Talent_deficit.png
  • Six Sigma's Best Kept Secret: Motorola & The Malcolm Baldrige Awards
  • The Value-Switch for Digitalization Initiatives: Business Process Management
  • Process of Process Management: Strategy Execution in a Digital World

Popular Tags

Speaker Presentation Operational Excellence Business Transformation Business Improvement Insights Article Continuous Improvement Process Management Business Excellence process excellence Process Optimization Process Improvement Award Finalist Case Study Digital Transformation Leadership Change Management Lean Enterprise Excellence Premium Organizational Excellence Lean Enterprise Lean Six Sigma Execution Excellence Capability Excellence Enterprise Architecture New Technologies Changing & Improving Company Culture Agile end-to-end Business Transformation Execution & Sustaining OpEx Projects Culture Transformation Leadership Understanding & Buy-In Lack of/Need for Resources Adapting to Business Trends Changing Customer Demands Failure to Innovate Integrating CI Methodologies Lack of/Need for Skilled Workers Lack of/Need for Support from Employees Maintaining key Priorities Relationships Between Departments BTOES18 RPA & Intelligent Automation Live Process Mining BTOES From Home Financial Services Cultural Transformation Customer Experience Excellence Process Automation Technology Healthcare iBPM Healthcare and Medical Devices Webinar Culture Customer Experience Innovation BTOES Video Presentations Exclusive BTOES HEALTH Strategy Execution Business Challenges Digital Process Automation Report Industry Digital Workplace Transformation Manufacturing Supply Chain Planning Robotic Process Automation (RPA) BPM Automation IT Infrastructure & Cloud Strategies Artificial Intelligence Business Process Management innovation execution AI Lean Manufacturing Oil & Gas Robotic Process Automation IT value creation Agility Business Speaker Article Systems Engineering RPAs Insurance Process Design Digital Speaker's Interview data management Intelligent Automation digital operations Six Sigma Awards thought leaders BTOES Presentation Slides Transformation Cloud Machine Learning Data Analytics Digital Transformation Workplace Banking and Capital Markets Data Finance Professional Services Education IT Infrastructure IT Infrastructure & Cloud Strategies Live Blockchain Interview Solving Cash Flow with AI BTOES White Paper investment banking Analytics Insight BTOES19 Consumer Products & Retail Enterprise Agile Planning Government Operational Excellence Model Project Management Algorithm Automotive and Transportation Banking Business Environment Digital Bank Enterprise architecture as an enabler Hybrid Work Model Primary Measure of succes Relationship Management Sales business expansion revenue growth Adobe Sign Agile Transformation CoE Delivery solution E-Signatures Electricity Global Technology HealthcareTechnologies Innovation in Healthcare Reduce your RPA TCO Transportation Accounts Receivable (AR) Big Data Technology CORE Cloud Technology Cognitive learning Days Sales Outstanding (DSO) Logistics Services Operational Excellence Example Risk Management business process automation transformation journey Covid-19 Data Entry Digital Experience Digital Network Digital Network Assistant (DNA) Digitization Drinks Effective Change Leaders HR Internet Media NPS Net Promoter Score Program Management Portal (PgMP) Sustainability TechXLive The Document is Dead The New Era of Automation Automated Money Movement Banking & Financial Services Biopharmaceutical Blue Room Effect Building Your Future Workforce in Insurance Business Process Governance Capital Market Creative Passion Digital Transformation Workplace Live Digital Workforce Digitalization ERP Transformation Finance Global Operations (FGO) Financial Services Software Frameworks Hoshin Planning Human Capital Lean Culture Natural Gas Infrastructure Natural Language Processing Organizational Change Pharmaceutical Pharmaceuticals & Life Sciences Project manager Supply Chain Management Sustainable Growth The Fully Automated Contact Center Transformation Initiatives Workplace Analytics eForms eSignatures 3D Thinking BEAM BFARM BTOES17 Big Data Processing Business Analytics Business Growth Centralized Performance Monitoring System Communication Creativity Digital Technologies Digital Technology Educational Psychologist Energy Management Health Insurance Health Maintenance Organizations Hospitality & Construction Human Centered Design Integrated Decision Approach Integrated Decision Making Intelligent Document Processing Kaizen Medicare Moodset for Excellence Natural Language Processing (NLP) Offering Managers Oil and Gas Optical Character Recognition (OCR) Pharmaceuticals and Life Sciences Photographing Price and Routing Tracking (PART) Process Design Document (PDD) Product Identifier Descriptions (PIDs) Python Quote to Cash (Q2C) Resilience SAP Sales Quota Team Work Telecommunications Text Mining Visually Displayed Work Culture master text analytics virtual resource management