GEORGE MASON ATRIUM MIGRATION. Auxiliary Enterprises Mason Card Office Danny Anthes
|
|
|
- Alison Russell
- 9 years ago
- Views:
Transcription
1 GEORGE MASON ATRIUM MIGRATION Auxiliary Enterprises Mason Card Office Danny Anthes
2 PRESENTATION OVERVIEW Introduction Systems Overview Pre-Cloud Architecture Timeline Complexities Migration Review Current Landscape Budget Review Feel free to ask questions along the way
3 GEORGE MASON UNIVERSITY Opened in 1957 Largest Public Research University in Virginia 5 Campus Virginia South Korea Other satellite offices 34,000 Students, 6,500 live on campus 100+ million in research A Force for Innovation Growth Incredible growth over the last 10 years New Housing New Dining Halls New Academic Halls
4 INTRODUCTION Danny Anthes Senior Manager of Information Technology Overseeing technology for the departments including: Physical Security Mason Card Office Dining Operations Print Services Housing and Residence Life Student Centers Parking Services Other groups in Auxiliaries Currently oversee these systems entire life cycle, from planning to deployment to maintenance and development.
5 BACKGROUND MASON CARD OFFICE Access Control 2,000 Online Locks 3,500 Wireless Locks Vending Readers 100 Coke 100 Snack Other Integrations Book Store Events Contracted Dining Off Campus Laundry Sequoia POS 12 Kiosk 70 Registers Pharos 250 Copiers 60 Release Stations
6 PRE-CLOUD ARCHITECTURE Central IT Managed Many Systems Networking Firewall Server Group Challenges Faces Coordination issues Multiple systems Multiple failures
7 PRE-CLOUD ARCHITECTURE Centralized Failure Points Servers Services Single Data Center for network and server Complicated Environment Multiple Systems Systems managed by IT Central staff Mistakes easy to make Reliance on Central IT Finger pointing Limitation of schedules
8 CONSOLIDATION AND MODULATION Consolidation of Systems Multiple POS Systems Copy card and Pay-for-Print Systems into single solution Modulation Vending Copy Card & Pay-for-Print System POS Access Control Card Production Off Campus Laundry
9 CHANGE IN ARCHITECTURE New architecture:
10 TIMELINE: MOVING QUICKLY Original Timeline:
11 TIMELINE: MOVING QUICKLY Actual Timeline:
12 TIMELINE: SCHEDULING COMPLEXITIES Timeline Complexities: State purchasing difficulties System Review and signoff Getting the order through state procurement IT Security Involvement First cloud hosted campus solution Blazing new paths Review of every aspect Staff Leave Departments with single person dependency Sharing of staff Buy in from supported departments After RFP, wasn t motived to make the change
13 MIGRATION REVIEW Migration Review Atrium (Cloud) Notable achievements Import process Support from Atrium Some difficulties Learning impact of our actions Outage eve of opening week Sequoia (Cloud) Lots of scrambling Time for training new staff Import process wasn t perfect (but neither was our data) Sequoia was on-hand to bail us out Learning what was different
14 MIGRATION REVIEW - CONTINUED Migration Review Pharos (Not cloud) Staff resources were tight Beg, borrow, and plead Install of new resources, bring up new server Scraping old readers Photo ID (Cloud) Lots of learning ZERO documentation of how our Photo ID software was implemented Importing data went well Distractions from other departments
15 MIGRATION REVIEW - CONTINUED Migration Review Vending (Cloud) Assist vendors with installing new readers Some learning by staff Other Vendors Barnes and Noble: Install side cars Have now migrated to direct register integration Off Campus Vendors Configure and deploy new readers (contract change over anyway) Campus Partners Heavily utilized the Atrium web reader Some groups wanted handhelds Scrambling to configure
16 REVIEW AFTER IMPLEMENTATION Review Card Staff prospective Staff happy Glitches sometimes but downtime is usually brief Still coordination with IT Larger system affecting actions Developing scenarios New emergency plan Application support Dining Staff prospective Love the increased uptime Some difficulties with initial migration Learning a new system (forgetting their accounts) Student prospective They have no idea Administration prospective I still have a job
17 LAND SCAPE CURRENTLY A few years later New Vice President New ideas Animosity Some groups still frustrated Budget Crisis (sort of) What can we cut? Time for a system review Proof in the pudding Spreadsheet time
18 COST BREAKDOWN Install Cost Cost Comparision Implementation Atrium Sequoia Pharos Licensing and Implementation Reused all existing hardware Licensing Rip and Replace USA Tech New Readers Off Campus (Milk Money) New Readers 550 Atrium 187 Other System Upfront layout - BIG $550,000
19 COST BREAKDOWN Licensing Cost Comparision Software Costs Atrium Sequoia Pharos etc. Atrium: $500,000 Other: $800, Atrium Other System
20 COST BREAKDOWN Hardware costs Cost Comparision Really only two categories Registers Readers Costs Atrium (open bid): $290,000 Other (requirement to purchase): $550, Atrium Other System
21 COST BREAKDOWN Staff/System reallocation Cost Comparision Servers Paying a server administrator salary Just to manage our servers Cloud hosted now Server cost Refresh cycle for new system Cost Savings Other: $530,000 Atrium Other System
22 COST BREAKDOWN Increased Uptime Cost Comparision Reduction in downtime Estimated hours per year saved 2067 Cost Realized ~$60,000 a year 1040 Impact Dining benefit Students and staff not impacted Atrium Other System
23 OTHER IMPROVEMENTS Unrealized improvements Atrium Web Readers Popularity has been huge Student groups Administrative offices Library University Life Other campus venues Almost 200 readers
24 LAND SCAPE CURRENTLY Unrealized improvements Colloribation and Innovation Custom development Raspberry Pi Options as features released New Level of Service Custom plans Quicker reactions to events
25 QUESTIONS Questions? Contact Danny Anthes (IT Manager)
Student ID card and campus security solutions. Colleges and universities
Student ID card and campus security solutions Colleges and universities Student ID card and campus security solutions for colleges and universities College students today expect convenience. They want
An ROI model for remote machine
An ROI model for remote machine monitor ing Based on field experience, a vending operator can expect to improve operating efficiencies, sales and profitability by introducing remote machine monitoring
Future- Building a. Business: The Ultimate Guide. Business to
Building a Future- Proof Business: The Ultimate Guide to Moving Your Business to the Cloud Fluid IT Services 5601 Democracy Drive, Suite 265 Plano, TX 75024 Phone: (866) 523-6257 [email protected]
Cloud? Should. My Business Be in the. What you need to know about cloud-based computing for your business. By Bill Natalie
Should My Business Be in the Cloud? By Bill Natalie T HE CLOUD. IT S BEEN A MAJOR topic of conversation for a few years now, and most of us are already leveraging it on a regular basis both at home and
Contact Centers in the Cloud: A Better Way to Source
Contact Centers in the Cloud: A Better Way to Source By Irwin Lazar Vice President and Service Director, Nemertes Research Executive Summary Contact Center Software as a Service (CCSaaS) solutions provide
Moving Network Management from OnSite to SaaS. Key Challenges and How NMSaaS Helps Solve Them
Moving Network Management from OnSite to SaaS Key Challenges and How NMSaaS Helps Solve Them Executive Summary In areas such as sales force automation and customer relationship management, cloud-based
Microsoft Office 365 Helps Communication Company Connect Employees
Microsoft Office 365 Helps Communication Company Connect Employees INDUSTRY Media IT PRO Nick McKinney, IT Manager COMPANY Raycom Media EMPLOYEES 4,000+ Employee-owned Raycom Media owns or provides services
Moving Service Management to SaaS Key Challenges and How Nimsoft Service Desk Helps Address Them
Moving Service Management to SaaS Key Challenges and How Nimsoft Service Desk Helps Address Them Table of Contents Executive Summary... 3 Introduction: Opportunities of SaaS... 3 Introducing Nimsoft Service
SAP-Managed Migration to SAP Business Suite powered by SAP HANA in the Cloud
SAP Services SAP-Managed Migration to SAP Business Suite powered by SAP HANA in the Cloud Table of Contents 6 Introducing the Discovery Package 8 Introducing the Live Migration Packages 10 Realize the
Cloud Based Document Management
Cloud Based Document Management WHY IS THE CLOUD IMPORTANT? The Information Explosion It is the information that is setting up competitive differentiation, not specifically products and processes. It is
Our mission is to provide world class solutions, consulting and training on information and communication technologies.
Company Profile General Information Synapse ATS is an IT Service, Solution and Education Provider Company that helps customers to plan, design, implement, maintain and operate their IT infrastructure.
T141 Computer Systems Technician MTCU Code 50505 Program Learning Outcomes
T141 Computer Systems Technician MTCU Code 50505 Program Learning Outcomes Synopsis of the Vocational Learning Outcomes * The graduate has reliably demonstrated the ability to 1. analyze and resolve information
GET CLOUD EMPOWERED. SEE HOW THE CLOUD CAN TRANSFORM YOUR BUSINESS.
GET CLOUD EMPOWERED. SEE HOW THE CLOUD CAN TRANSFORM YOUR BUSINESS. Cloud computing is as much a paradigm shift in data center and IT management as it is a culmination of IT s capacity to drive business
AN ENVOY WHITE PAPER TOTAL COST OF OWNERSHIP A SAAS B2B WHOLESALE ECOMMERCE PLATFORM
AN ENVOY WHITE PAPER TOTAL COST OF OWNERSHIP A SAAS B2B WHOLESALE ECOMMERCE PLATFORM 02 Executive Summary There has been a great deal written about determining the total cost of ownership (TCO) of implementing
ID Card Strategies for Private Schools
ID Card Strategies for Private Schools AB&R 3431 East Elwood Street Phoenix, Arizona 85040 800-281-3056 [email protected] www.abr.com/education Many private schools around the country face the challenge of
Program Summary. Criterion 1: Importance to University Mission / Operations. Importance to Mission
Program Summary DoIT supports and provides the infrastructure and custom development for NIU s core financial systems: PeopleSoft Financial Management (PS- FMS) provides financial information to over 200
COMPARING CAMPUS CARD SYSTEM PROPOSALS P A T R I C I A G O E W E Y M A R I S T C O L L E G E
COMPARING CAMPUS CARD SYSTEM PROPOSALS P A T R I C I A G O E W E Y M A R I S T C O L L E G E 1 OBJECTIVE Review the overall presentation template which was created to: Assess Evaluate Recommend A solution
case study to the cloud and beyond
case study to the cloud and beyond THE CHALLENGE Antiquated equipment, outdated technology and vendors that no longer meet the need culminate in an opportunity to update infrastructure. THE SOLUTION CLIENT
PaperCut 3 rd Party Hardware Payments Tour
PaperCut 3 rd Party Hardware Payments Tour PaperCut 3 rd Party Hardware Payments allows users to pay for print jobs and/or recharge their print balance via supported 3 rd party hardware including cash
A Guide to Web Content Management System Evaluation
WHITE PAPER A Guide to Web Content Management System Evaluation By Lance Merker, President and CEO, OmniUpdate Introduction Purchasing a web content management system (CMS) can be a lengthy process and
Mobile Application Development Platform Comparison
Mobile Application Development Platform Comparison Unvired Inc. Disclaimer: This document has been prepared based on publicly available data of other platform vendors and is subject to change. Comparison
Your friend starts crying. He or she is married with two kids and a huge mortgage. Do you: Say you'll keep your mouth shut Go to 4
1 CORRUPTION A MAZE GAME INSTRUCTIONS 1 The reader reads out card 1 and students make their choices 2 The reader continues to read out the next cards in turn 3 Pause the game as conversation is generated
Manage Your Data: Virtualization for Small Businesses
Manage Your Data: Virtualization for Small Businesses July 2012 Contents: Introduction 3 What is Virtualization 4 What Could Virtualization Mean for your Business 5 Is Server Virtualization Right for your
Cloud Computing Safe Harbor or Wild West?
IT Best Practices Series Cloud Computing Safe Harbor or Wild West? With IT expenditures coming under increasing scrutiny, the cloud is being sold as an oasis of practical solutions. It s true that many
Iowa State Government Reorganization Commission
Iowa State Government Reorganization Commission Colin Nurse. Chief Technology Officer, Microsoft State & Local Government Microsoft s Commitment to Iowa Communities Microsoft s Partners Microsoft works
Dimension Data China/Hong Kong Limited
China/Hong Kong Limited I. Service Category (A) Productivity Apps Table 1a: Productivity Apps s (Service items passing all General, Description A00003 Hosted SharePoint Service Document and Content Management
Dimension Data China/Hong Kong Limited
I. Service Category (A) Productivity Apps Table 1a: Productivity Apps s (Service items passing all General, Security and Technical Requirements) Description Subscription Fee A00003 Dimension Data Hosted
Neverfail Solutions for VMware: Continuous Availability for Mission-Critical Applications throughout the Virtual Lifecycle
Neverfail Solutions for VMware: Continuous Availability for Mission-Critical Applications throughout the Virtual Lifecycle Table of Contents Virtualization 3 Benefits of Virtualization 3 Continuous Availability
Walden University s Guide for Information Systems and
Walden University s Guide for Information Systems and Technology Careers Discover Career Opportunities in the Growing Fields of Information Systems and Information Technology Rapid advances in technology
DevOps on AWS: Best Practices for Enterprise IT Teams
: Best Practices for Enterprise IT Teams [email protected] logicworks.net +1 866 FOR LOGIC 2015 Logicworks Executive Summary Amazon Web Services is a robust, powerful, and constantly evolving set
6 WAYS PLANNING VAULT, ATM AND BRANCH CASH BY SPREADSHEET COULD COST YOU A FORTUNE
6 WAYS PLANNING VAULT, ATM AND BRANCH CASH BY SPREADSHEET COULD COST YOU A FORTUNE See if your cash management is costing more than it should An NCR White paper 6 WAYS PLANNING VAULT, ATM AND BRANCH CASH
IT SERVICE MANAGEMENT: HOW THE SAAS APPROACH DELIVERS MORE VALUE
1 IT Service Management: How the SaaS Approach Delivers More Value IT SERVICE MANAGEMENT: HOW THE SAAS APPROACH DELIVERS MORE VALUE EXECUTIVE SUMMARY Today s companies are very reliant on their technology
Global Headquarters: 5 Speen Street Framingham, MA 01701 USA P.508.872.8200 F.508.935.4015 www.idc.com
Global Headquarters: 5 Speen Street Framingham, MA 01701 USA P.508.872.8200 F.508.935.4015 www.idc.com W H I T E P A P E R R e d H a t E n t e r p r i s e L i n u x i n U s e : C o s t - C o n s c i o
Saas vs. Traditional ERP: Which is Right for You?
Saas vs. Traditional ERP: Which is Right for You? Eric Kimberling President and Chairman Panorama Consulting Solutions www.panorama-consulting.com Phone: 720-515-1ERP Twitter: @erickimberling 1 Agenda
2003 Patricia Ensworth Page 1
1 1 Sample software development project 2 1.1 Start project 3 1.2 Initiation phase 4 1.2.1 Develop project charter 5 1.2.2 Project charter approved 6 1.3 Planning phase 7 1.3.1 Product activities 8 1.3.1.1
Smarter Balanced Assessment Consortium. Recommendation
Smarter Balanced Assessment Consortium Recommendation Smarter Balanced Quality Assurance Approach Recommendation for the Smarter Balanced Assessment Consortium 20 July 2012 Summary When this document was
Pretty is as pretty does
Age before beauty Since 1984 Digital Dining has been singularly focused on the restaurant industry. That s nearly 30 years of development in one product, resulting in extremely mature, incredibly stable,
Hedge Funds & the Cloud: The Pros, Cons and Considerations
Hedge Funds & the Cloud: The Pros, Cons and Considerations By Mary Beth Hamilton, Director of Marketing, Eze Castle Integration The increased use of cloud-based services is undeniable. Analyst firm Forrester
University of North Carolina at Greensboro
University of North Carolina at Greensboro 2008-2009 Information Technology Services Annual Report Executive Summary In the 2008 2009 fiscal year, ITS focused on technology enhancements that broadened
Zero Downtime In Multi tenant Software as a Service Systems
Zero Downtime In Multi tenant Software as a Service Systems Toine Hurkmans Principal, Research Engineering Exact Software About Exact Software Founded 25 years ago Business Solutions for SMB space 100.000
Virtual Infrastructure Security
Virtual Infrastructure Security 2 The virtual server is a perfect alternative to using multiple physical servers: several virtual servers are hosted on one physical server and each of them functions both
Datacenter Management Optimization with Microsoft System Center
Datacenter Management Optimization with Microsoft System Center Disclaimer and Copyright Notice The information contained in this document represents the current view of Microsoft Corporation on the issues
COST COMPARISON. Managed Services General Maintenance 2 Servers / 20 Workstations
IT Person on Staff COST COMPARISON Managed Services General Maintenance 2 Servers / 20 Workstations TCB Salary + taxes = $86K $2,760 $7,167 / month $230 / month 1 Person Team of People 8 hour day 24/7/365
Mastering Disaster Recovery: Business Continuity and Virtualization Best Practices W H I T E P A P E R
Mastering Disaster Recovery: Business Continuity and Virtualization Best Practices W H I T E P A P E R Table of Contents Introduction.......................................................... 3 Challenges
Milk Transport Security and Traceability System
Milk Transport Security and Traceability System Fred Payne a, Chris Thompson b a Univ. of Kentucky, Biosystems and Agricultural Engineering, Lexington, KY, USA ([email protected]) b Univ. of Kentucky,.
Service Models Comparisons & Total Cost of Ownership by Coupa Software
Service Models Comparisons & Total Cost of Ownership by Coupa Software Procurement software enables organizations to save time, money, and effort throughout the procure- to- pay cycle. It offers a direct
Asset Track Getting Started Guide. An Introduction to Asset Track
Asset Track Getting Started Guide An Introduction to Asset Track Contents Introducing Asset Track... 3 Overview... 3 A Quick Start... 6 Quick Start Option 1... 6 Getting to Configuration... 7 Changing
CASE STUDY: FINANCE. Commerzbank NA Chooses PAN Manager Software by Egenera for Disaster Recovery and Improved Utilization
CASE STUDY: FINANCE Commerzbank NA Chooses PAN Manager Software by Egenera for Disaster Recovery and Improved Utilization Executive Summary Commerzbank NA launched an initiative to enhance its disaster-recovery
Build & Manage Clouds with Red Hat Cloud Infrastructure Products. TONI WILLBERG Solution Architect Red Hat [email protected]
Build & Manage Clouds with Red Hat Cloud Infrastructure Products TONI WILLBERG Solution Architect Red Hat [email protected] AGENDA Cloud Concepts Market Overview Evolution to Cloud Workloads Evolution to
Liberty Technology & City of Hapeville IT Outsourcing Agreement
Liberty Technology & City of Hapeville IT Outsourcing Agreement 1) General Terms and Conditions (Mutual) 2) What s Included Normally Included Services: Day to Day Operations Employee Account management
Data center transformation: an application focus that breeds success
White Paper Data center transformation: an application focus that breeds success Introduction Behind any significant data center transformation is often the act of migrating, relocating, upgrading, or
www.datatechhosting.com
Hosting and Cloud Services Customer Service Level Agreement (SLA) Welcome to the Clustered Cloud Hosted Services Community. We are happy to have you aboard and look forward to assisting you with all your
Integration capabilities of SAP S/4HANA to SAP Cloud Solutions
Document Version: 1.00 2015-08-10 Integration capabilities of SAP S/4HANA to SAP Cloud Solutions What you need to know when it comes to S/4HANA Integration Javit Gellaw (SAP SE) Table of Contents 1 INTRODUCTION
smart systems and internet of things forecast
Report Prospectus Market analysis on how networks of companies, customers, people and intelligent devices are driving the convergence of The Internet of Things and The Internet of People 2013-2018 smart
Can Cloud Database PaaS Solutions Replace In-House Systems?
Can Cloud Database PaaS Solutions Replace In-House Systems? Abstract: With the advent of Platform-as-a-Service as a viable alternative to traditional database solutions, there is a great deal of interest
Appendix G Laptops for Learning Teacher Survey
Appendix G Laptops for Learning Teacher Survey Laptops for Learning...82 Laptops for Learning Teacher Survey In January of 2004, approximately 350 Florida teachers responded to an informal survey of laptop
Global Headquarters: 5 Speen Street Framingham, MA 01701 USA P.508.872.8200 F.508.935.4015 www.idc.com
Global Headquarters: 5 Speen Street Framingham, MA 01701 USA P.508.872.8200 F.508.935.4015 www.idc.com W H I T E P A P E R R e d H a t E n t e r p r i s e L i n u x i n U s e : S e r v i c e s C o m p
Who moved my cloud? Part I: Introduction to Private, Public and Hybrid clouds and smooth migration
Who moved my cloud? Part I: Introduction to Private, Public and Hybrid clouds and smooth migration Part I of an ebook series of cloud infrastructure and platform fundamentals not to be avoided when preparing
TIPS TO HELP YOU NAVIGATE the COMPETITIVE VoIP LANDSCAPE
5 TIPS TO HELP YOU NAVIGATE the COMPETITIVE VoIP LANDSCAPE & Save 60% on Your Phone Bill THE QUICK LIST NO VENDOR LOCK-IN ALL FEATURES INCLUDED FUTURE PROOF EASY TO USE MANY PRODUCTS IN ONE Digium s Switchvox
Meraki Stacking. White Paper
White Paper Meraki Stacking OCTOBER 2015 This document describes the benefits of Meraki Stacking technology and how it can be used to manage a distributed network. In addition, this document will cover
Keep Users Happy By Integrating I.T. Operations and I.T. Support
BMC INDUSTRY INSIGHTS Keep Users Happy By Integrating I.T. Operations and I.T. Support By Bruce Campbell, Principal Solutions Marketing Manager, BMC Software TABLE OF CONTENTS FROM HELP DESK TO ITS M AND
How To Write An Oor Ebusiness Ebusiness Solution
Q1. Is it a mandatory requirement to be an Oracle ebusiness Certified Partner or will you accept proof of successful implementations with Oracle, i.e., can use pre-existing setups and application security
08/18/2014. Agvance Hosted. Todd Erickson, IS Manager. Agenda. What Definitions and Stats Why The Value Proposition How Making It Happen
Agvance Hosted Todd Erickson, IS Manager Agenda What Definitions and Stats Why The Value Proposition How Making It Happen 1 What is The Cloud? A pile of computers somewhere else Managed by someone else
The Cloud Revolution - A Case Study
Joining The Cloud Revolution Table of Contents 1. What is Cloud Computing? a. Technology overview: Joining the b. Different approaches to the cloud i. Software as a Service ii. Platform as a Service iii.
How To Plan For Cloud Computing
Minutes on Modern Finance Best Practice Series Tax Implications of Cloud Computing: What Every CFO Needs to Know Lost in the Cloud The Tax Implications of Cloud Computing If you re like most chief financial
Cleopatra Enterprise. Software highlights. Cost Engineering
Cleopatra Enterprise Software highlights Cost Engineering Version : 1..0 Content 1 Introduction...3 2 Common features...3 3 Estimating...5 4 Workflow...6 5 Interfacing...7 6 Web sharing...8 7 Plugins...9
What you need to know about cloud backup: your guide to cost, security and flexibility.
What you need to know about cloud backup: your guide to cost, security and flexibility. Over the last decade, cloud backup, recovery and restore (BURR) options have emerged as a secure, cost-effective
College of Engineering, Technology, and Computer Science
College of Engineering, Technology, and Computer Science Design and Implementation of Cloud-based Data Warehousing In partial fulfillment of the requirements for the Degree of Master of Science in Technology
The rise of the hybrid network model
The rise of the hybrid network model Hybrid networks offer the promise of greater flexibility and capacity, improved application performance and cheaper price points than traditional Wide Area Networks
Software Smart Buying Lower cost, better insight
Software Smart Buying Lower cost, better insight People do business. We make it work. Software Smart Buying by SCC helps you understand your software estate and licensing risk achieving transparency, cost
N.K. Srivastava GM-R&M-Engg.Services NTPC- CC/Noida [email protected]
N.K. Srivastava GM-R&M-Engg.Services NTPC- CC/Noida [email protected] JULY 2012 ARC- Transforming Industry and Infrastructure through New Processes and Technologies Presentation Road Map Introduction
Simplify Software as a Service (SaaS) Integration
Simplify Software as a Service (SaaS) Integration By Simon Peel December 2008 Introduction Fuelled by a fiercely competitive business environment that requires the pace of business and technology to accelerate,
10 How to Accomplish SaaS
10 How to Accomplish SaaS When a business migrates from a traditional on-premises software application model, to a Software as a Service, software delivery model, there are a few changes that a businesses
REAL RESTAURANT RESULTS
REAL RESTAURANT RESULTS WE TURN TRANSACTIONS INTO INSIGHTS AND OPPORTUNITIES WHO WE ARE Vivonet turns everyday Point Of Sale (POS) transactions into valuable and actionable business insights to help multi
