Business Intelligence
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Table of Contents
• What is Business Intelligence?
• Why Business Intelligence?
• Strategy and Approach
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What is Business Intelligence
• Business intelligence (BI) mainly refers to
computer-based techniques used in identifying, extracting, and
analyzing business data … BI technologies provide
historical, current and predictive views of business
operations ... Business intelligence aims to support
better business decision-making. Thus a BI system
can be called a decision support system (DSS).
AGAIN! What is Business Intelligence?
• Business intelligence (BI) …
– Pulling data from a bunch of different systems and
flattening it out to make is easily and more quickly
searchable.
– Applying that flat data to dashboards in order to allow the
Business to make decisions.
– What I am about to show you is the process to get your
organization ready to support Business Intelligence.
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Project Management Maintenance Management
Space Management Capital Allowances
New York Presbyterian Hospital - Portal
The User Interface
Provide single location for access to
all critical information
Encourage business units to publish
consistent performance metrics
Create cross-functional awareness
Facilities Portal is organized in “Risk
Folders”
– Safety and Compliance
– Space and Infrastructure
– Projects (Costs & Schedules)
– Finance and Operations
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Business Challenges
Business Drivers
• Do I know if my investment in Real Estate is at the
right level?
• Do I know my total financial obligations?
• How will future growth or the re-pricing of my
existing portfolio impact occupancy cost trends?
• Is the strategic view of the real estate organization
aligned with my organizational and field-level goals?
Operational
Issues
• How long does it take to provide key analytical
reporting?
• Do our tools effectively provide timely access to key
information?
• Do I have historical data to model trends?
• Are standards in place to assure data integrity and
accuracy?
An effective BI strategy for RE&F will align facilities
intelligence + enterprise objectives + business
strategy + investments.
Approach to Solution
Source: Life Cycle Engineering / Brynjolfsson (MIT)
Businesses should focus on
increasing the maturity of
processes and data that will
yield value and enable
measurement and
communication.
Note: Bottom line
performance is basically
overall efficiency that
effects the profits and cost
of the dept, BU or company
overall
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What Every Modern BI Tool Does
Provide easy
access to
organizational
information
• Provide access to corporate data
• Hide the complexity of corporate
databases
• Allow the user a multitude of ways to
summarize and present data
• Have a web-based interface
• Support a variety of users
• Create their own reports
• Run pre-existing parameterized reports
• Provide dashboard-like interfaces
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Understand and Assess Business Process Maturity
1. INITIAL • Processes unpredictable, poorly controlled and reactive 2. MANAGED • Processes characterized for projects and is often reactive and manual
3. DEFINED
• Processes characterized for the organization and is proactive
4. QUANTITATIVELY MANAGED
• Processes are measured and controlled 5. OPTIMIZING • Focus on process improvement
Maturity
Capability
BI Readiness
Chaos Spreadsheets Business Automation Decision Support SystemsMaturity level 2 to 3 - Methodology
Strategic Planning Model
Where are we?
Where do we
want to be?
What we will do to
get there?
How will we
accomplish this?
Assessment
Analysis
Recommendations
Action Plan
Data Gap Analysis
• Availability • Accessibility • Standardization • Policies • Performance monitoring
Measures for each
functional area
Prioritization
Data
Management
Practices
Initiatives and
Projects
Sub initiatives
Detailed Tasks
Short Term
Medium Term
Long Term
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# Priority Question
1 Please list the 5 most important business systems/applications, and rank them in importance to your business
2 What are the purposes of the current applications in use?
3 Please list the 5 most important business processes and rank them in importance to your business
4 What measures are used in those business process to determine performance? 5 Does the organization have clarity in the definition of information (common business
frame of reference, structure and associations of data are consistent)?
6 Does the organization have a specified standard for the precision of measures? How is analysis defined, and by whom?
7 Are the business reporting tools correlating the information in an agreed to set of business definitions?
8 Are any industry standards being used in the coding and referencing of data? 9 Are the authoritative sources of data (domain owners) already identified?
10 Are there any known data needs beyond those described by the identified systems?
… ….
Assessment - Where are we?
Analysis - Performance Measures Framework
• % Maintenance expenditure as proportion of rent collection
• Total RE Lease Obligations (Capital /Operating)
• Impact of Occupancy Costs on Earnings Per Share
Strategic
Level
• % Rent collection rate
• $ Rent lost due to vacant properties • % Current tenants in serious arrears • Average dispatch to close time for WO
Management
Level
• % Unplanned repairs completed on time
• Completed Work orders /day
• # Tenants under contract
Operational Level
• Exception Reports • Data policies • Data Standards
• Performance Monitoring
Data Management Level
Aggregated and
Distributed Metrics
Data in Silos
Data
Diagnostic
Metrics
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Recommendations – What needs to be done?
0 1 2 3 4 5 6 0 1 2 3 4 5 6
1
2
5
6
7
8
9
3
12
11
10
4
1 RE Payments Reporting2 RE Priority Performance Metrics 3 RE Operations Cost Reporting 4 RE Operations Efficiency Reporting 5 RE/OPS Customer Satisfaction 6 Data Governance - Data Standards 7 Data Visualization - Platform 8 Conversion Planning Non-WREF Sites 9 Data Governance - Process/Controls 10 RE Industry Performance Metrics 11 RE Operations Industry Reporting 12 Data Visualization - Wireframe Designs
Complexity/Risk >>>
Import
ance
>>>
Action Plan – How will we accomplish this?
Phase Ve rsion 1 – 6 DEC 2011High Medium Low High
RE Payments
Risk/Complexity Profile
RE Performance
Metrics RE Operations Cost s
Data Visualization -Platform RE Operations Efficiency Reporting RE Customer Satisfaction Data Visualization -Prototypes
Data Governance - Data Standards Data Governance – Process/Controls RE Industry
Performance Metrics
Non-WREF Sites Conversion Planning
RE Operations Industry Reporting
1
2
3
1Q 2Q 3Q 4Q 1Q 2Q 3Q 4Q 1Q 2Q 3Q 4Q
Lease Revenue Payment - Receivable Payment - Payable Rent Obligation (current)
Footprint Reduction Critical Dates Cost per Person (base rent)
Non-rent Occupancy Cost
Churn Rate Cost per Area (s.f/m)
Space Utilization
Rent Obligation (term) Space Occupancy
Customer Satisfaction Metrics
Cost to Revenue Cost to Gross Profit Asset Valuation
Design Capacity vs. Actual Capacity Shared Space vs. Dedicated Space Revenue per Business Group/Entity
Projects
Measures Resulting
from Projects
www.gocfi.com Data Identification Data Standardize Data Ownership Implement
Information Management – Business Intelligence
Master Data Management Integration Requirements Data Repository Integration Enabling Process Integration Enabling KPIs Integration Plan Implement Centralized Reporting Strategy Identify Performance Measures Implement
1
2
3
BI Tool Selection Develop Performance Metrics Dashboard4
Data Types
• Master Data
– Nouns of a business (People, Assets)
• Hierarchical Data
– Relationship between data (Organization, Location,
Uniformat Class, Room Type)
• Transactional Data
– Verbs of a business (Work Orders, Deficiencies, Projects,
Cost, Timekeeping)
• Metadata
– Data about data
• Unstructured Data
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CASE STUDY – NEW YORK
PRESBYTERIAN HOSPITAL
New York Presbyterian Hospital – Case Study
Space Management
•
Risk of incomplete planning
information and missed revenue
opportunities:
Infrastructure Management
•
Reputational Risk resulting from
poor visual appearance:
Regulatory Compliance
•
Life Safety Risk resulting from
non-compliance with regulatory
standards:
Work Order Management
•
Client/Patient Satisfaction Risk with
poor work management processes:
Business Intelligence
•
Lack of unified Business Process
Measurement and Management:
Benefits/Results
Business Challenge
‒ Scored a 100 % during the Joint
Commission survey with $1.6 M savings in the first year
‒ Productivity increased by 30 %. ‒ Patient satisfaction scores shows an
overall improvement in the patient experience related to the physical environment.
‒ Decrease in Fire/Smoke incidents by 25% (high priority)
‒ Average work request response time reduced by 64%
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Understanding Risk
Risk 1
Manage the Process to Identify, Prioritize and Implement a Capital Plan to best achieve the
institutional mission
Risk 2
Provide appropriate Space and Infrastructure necessary to support future
programs and operations
Risk 3
Manage Project Planning, Cost and Schedule and minimize the “velocity of change”
Risk 5
Improve and maintain Financial and Operational Strength
Risk 4
Maintain Safe and Compliant Facilities
Functional Areas for Risk Mitigation
• Asset / Equipment Management for Compliance
• Infrastructure Management – Increased Patient
Care Experience
• Business Intelligence for Information Management
• Operational Process - Disposition of hazardous
www.gocfi.com New barcode / Scan existing barcode Insert / Update asset location on drawings Insert / Update Detail Asset Data QA checks for Data Integrity
Asset Management for Regulatory Compliance
Asset Inventory Asset Inspections Inspection Audit Set up Inspection Schedule Vendor walk through with mobile device Scan Barcodes to respond to inspection Failed Inspections triggers WO Monthly Audit Program Check for evidence of compliance Failed Audit escalated to Site Inspectors Audit review with Steering Committee
1
2
3
Performance Management
Asset Inspections Performed
Deficiency Data Collected through ARCHIBUS Web Central
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Asset Inspection Results
Inspection test results color coded
(Red = Fail, Green = Pass)
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• What is my risk of
noncompliance?
• Are we getting more
efficient at closing
Deficiencies?
• Do we have the
necessary funds and
resources for our
mitigation activities?
Current Deficiencies
ILSM Risk
Building B
Hospital C
Pavilion D
Clinic E
Institute H
Performance Management – Aggregated
Space and Deficiency Data
Tower A
Pavilion D
Building F
www.gocfi.com Develop Assessment Criteria Train Assessment Team Perform Assessments Action Plan Based on Results
Infrastructure Management – Patient Care
Patient Room Assessments Capital Planning Patient Satisfaction Develop Multi- Year Capital Plan
Plan projects to annual budget Manage Projects to budget and schedule Conduct Patient Satisfaction Survey Plan on continuous improvement programs
1
2
3
Performance Management
Facilities Aesthetic Condition Enhancement
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•
Assessment/ Priority:
What is the current
condition of facilities
and where are areas
of greatest need?
•
Results Metrics:
What effect are the
improvements
having on Press
Ganey patient
satisfaction scores?
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Master (Hierarchical) Data Management
Space Management Work Order Project Management
Space Portfolio Data
• Campus ID • Bldg ID • Floor ID • Room ID SOC Data • PFI ID
•Asset ID (life Safety)
Project Data
• Project ID
Work Order Data
• WO ID Asset Data • Asset ID HR Employee Data • Employee ID Financial Cost/budget Data • Cost Codes
Defined Data Ownership for
each System and Relationships
to Metrics and KPIs
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Project Management Maintenance
Management
Space Management Capital Allowances
New York Presbyterian Hospital - Portal
The User Interface
Provide single location for access to
all critical information
Encourage business units to publish
consistent performance metrics
Create cross-functional awareness
Facilities Portal is organized in “Risk
Folders”
– Safety and Compliance
– Space and Infrastructure
– Projects (Costs & Schedules)
– Finance and Operations
Questions?
Thank You!
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Data Standards
Standardize data formats
Example: Asset ID is 8 characters long and alphanumeric in all systems
(CMMS, SOC, Condition Assessment and Location)
Establish / Refine procedures for data creation for all systems
Example: Follow check list to create a new projects in Unifier
(Attach documents, Identify team, Communicate schedules)
Refine drawing standards
CAD standards approved and in production – Refine as necessary
Define drawing methods
Establish Symbol library for life safety and other engineering disciplines
Ensure existing policies are followed
Quality review of record drawings in production
Integration Approach
Space Work Order Projects Time Keeping Work RequestIntegration Middleware
1
Data
Warehouse
2
BI
3
Integration
Data Warehouse
Reporting and
Analysis
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Integration Approach
Space Work Order Projects Time Keeping Work RequestIntegration Middleware
1
1
2
2
1
3
3
Integration Approach
IWMS SystemBI
Source
Application
Reporting and
Analysis
HR Financialwww.gocfi.com
Data Warehouse Strategy
Facilities Data Mart
BI
Operational Data Level
External data legacy applications Operational Reports built in the system
Warehouse Level
Collect cleanse, organize and distribute
Analytical Level Query, reporting & analysis End User Analysts Managers RE &F Data Financial Data Clinical Data Vendor Data Medical Data Mart Financial Data Mart DATA WAREHOUSE
Typical BI Workflow
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