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Oct 2010 Duncan Olive – CIPS Spend Analysis
Spend Analysis
CIPS Northumbria Branch
21st October 2010
Duncan OliveCommercial Efficiency Manager, NHS Business Services Authority
Oct 2010 Duncan Olive – CIPS Spend Analysis
Spend Analysis – What is it?
the process of collecting, cleansing, enriching, classifying and analysing expenditure data with the purpose of reducing procurement costs, improving efficiency and monitoring compliance
DataCollection
DataEnrichment
DataCleansing
DataClassification
DataAnalysis
Who procured it?What was procured?
When and how often did we procure it?With whom did we procured it?
How did we procure it?How much did we pay for it?
Oct 2010 Duncan Olive – CIPS Spend Analysis
Spend Analysis – Why?
• Cashable Savings• Process Efficiencies• Maximise Leverage• Spend under Management• Supplier Rationalisation• Compliance/Reduce Maverick Spend• Strategic Sourcing Programme
Oct 2010 Duncan Olive – CIPS Spend Analysis
Visibility is King
Cost Centre
ServiceArea
Service
Organ-sation
WhoDimension
Class L..
Class L2
Class L1
Classi-fication
What
Suppliers
Where
PostCode
Local
Sub-Region
Region
National
FootPrint
Where
Month
Qtr
Year
Period
When
Volume
Spend
Values
Metrics
Oct 2010 Duncan Olive – CIPS Spend Analysis
A Strategic Base Line
•Who procured it?Organisation Structure-Chart of Accounts
•What was procured?Nominal Ledger Hierarchy/ Procurement Taxonomy
•When and how often did we procure it?PO/Invoice Transactions
•With whom did we procure it from?Creditors File
•How did we procure it?Contracts Register
•How much did we pay for it?•Transactions
Oct 2010 Duncan Olive – CIPS Spend Analysis
“there are known knowns. These are things we know that we know. There are known unknowns. That is to say, there are things that we know we don't know. But there are also unknown unknowns. There are things we don't know we don't know.“ Donald Rumsfeld, 2002
Starting Point
•Sophisticated Financial Management Systems•Nominal Taxonomy Orientated to Managing Funds•Chart of Accounts out of date (Business Restructures)•Limited Reporting and Analysis Tools•Evolving Contract Registers•Disparate Data Sources, partial data sets•Business Intelligence (Suppliers, Procurement Taxonomies)•Accounting Practices and Behaviours•Data Quality
Oct 2010 Duncan Olive – CIPS Spend Analysis
Investment Justification“Selling Spend Analysis”
Oct 2010 Duncan Olive – CIPS Spend Analysis
Business Case – Outcome Focused
Service
Service
Service
Service
Service
Finance
3rd Party Spend
Organisation
HRWhy IT
Finance
Outcome
WhatIncrease % of Procurement Spend under Management – current %?
Market Competitiveness/Value for Money – current %?Supplier Rationalisation, Compliance
Realise Cost Savings, Reduce Supply Risks, Manage Markets
VFM Functions: Cost & Efficiency, Quality, Performance, Customer Satisfaction
Oct 2010 Duncan Olive – CIPS Spend Analysis
Business Case – Scope
Oct 2010 Duncan Olive – CIPS Spend Analysis
Strategic
Risk
Value
Bottleneck
Leverage
Benefit Realisation
• Be realistic• Targeted approach• Quick wins, Tactical, Strategic goals• Supply Cost Savings, Process Efficiencies, Compliance,
Supplier Risk Management, • Take account of culture of the Organisation
Spend Analysis Investment Realisation
Oct 2010 Duncan Olive – CIPS Spend Analysis
“Investing to Succeed”
Oct 2010 Duncan Olive – CIPS Spend Analysis
Introducing Change
• Governance• Culture, Behaviours and Practices• New Technology• Supply Model• Procedures• Organisation
• Quick Wins, Medium Term Goals• Challenge, Options Appraisal, Implementation, Measurement
• Communication, Transparency, Ownership, Participation
>Change Management<
Oct 2010 Duncan Olive – CIPS Spend Analysis
Review 1
Review 2
Review 3
Review …
Contracting Fast tracks
Contracting Programme
Delivery
Improvement
FinancialPractice
ProcurementPractice
Training
Data
Extraction
•Cashable Savings•VFM Contracts
•Improved Supplier Perf.•Reduced Supply Risks
•Reduced Compliance Risks
•Standardised processes•Standardised systems
•Improved Capacity Mgmt•Improved Capability
•Improved Productivity•Reduced RisksIntelligence
Policy&Procedure
Data
Cleansing
Data
Classification
Data
Analysis
Target Programm
e
Strategic Approach
Oct 2010 Duncan Olive – CIPS Spend Analysis
Stakeholder Engagement
• Leadership• Sponsorship• Project Management• Business Practitioners – Business Need, Data Collection• Finance – Budgets/Savings Realisation• Commercial – Market Options, Procurement Approach
• IT/Applications Specialist – Data Extraction• HR – Workforce• Legal
Oct 2010 Duncan Olive – CIPS Spend Analysis
Organisational SupportProject Board
Review 1
Review 2
Review 3
Review …
Procurement Action Group
Technical
Finance
Legal/HR
Commercial
Procurement Action Group
Procurement Action Group
Procurement Action Group
Policy & Practice
3rd PartyCurrent
ProcurementModel
FutureProcurement
Model
Project Management
Oct 2010 Duncan Olive – CIPS Spend Analysis
Project Methodology
Project Board
Oct 2010 Duncan Olive – CIPS Spend Analysis
Establish PAG
Data Collection
Data Analysis
Current ModelOptions Appraisal
Future ModelOptions Appraisal
BenchmarkingMarket Testing
PAG DiscoveryWorkshop
PAG Consultation
Board Approval
PAG Consultation
Board Approval
Board Update
Board Update
Oct 2010 Duncan Olive – CIPS Spend Analysis
Data Collection
Oct 2010 Duncan Olive – CIPS Spend Analysis
“Transactions”Invoice Lines
PO Lines
“Where”Creditors
“Who”Cost Centre
COAHierarchy“what”
Nominal Hierarchy
“what”ProcurementTaxonomy
“How”ContractRegister Supplier
MarketIntel
Core Data & MetricsPostal Data
•Net Invoice Line Value
•VAT Invoice Line Value
•Transaction Line Count
•Invoice Document Count
•PO Document Count
•Supplier Count
•Contract Count
Minimum Full Year’s Spend
Oct 2010 Duncan Olive – CIPS Spend Analysis
One Model does not fit all…….Category specific data sources
TravelProf.
Services Postal
OfficeSupplies
ICT“Transactions”Invoice Lines
PO Lines
UtilitiesVehicleUsage
Oct 2010 Duncan Olive – CIPS Spend Analysis
Data Cleansing/NormalisationData Mapping/Classification
Data Enrichment
Oct 2010 Duncan Olive – CIPS Spend Analysis
• Data quality is poor• Initially Intensive • Remove pay related spend
• Iterative process• Express tolerances for accuracy
– Invest in accuracy sufficient to achieve the required ROI
• Improve use of keys within core application systems– Company ID, VAT Reg No. DUNS, Charity No. – Product IDs, Contract ID’s– General Application Data Housekeeping
• Increase transaction full lifecycle throughput - procure to pay – “error reduction”
Data Cleansing/Normalisation
Oct 2010 Duncan Olive – CIPS Spend Analysis
• Classification Taxonomy– CPV, NSV, SIC, UNSPSC, PROCLASS, E-CLASS, PSPES
• Ledger Taxonomy vs Supplier vs Spend Classification• Sector Classification (influencable/Non Influencable Spend)
– Public Bodies, Employee Payments • Sector Visibility
– Sole Traders, Charities, Voluntary Orgs, SME use of Factoring Orgs.• Classify Top – Down until meaningful • Rule Based/Fuzzy Logic Mapping • Buy in Supplier Classification Data • Challenging Categories
– Temp Staff / Interim Staff– Legal– Consultants
• “Eye Balling” /Professional Interpretation
• Align Nominal Ledger and Procurement Taxonomy !
Data Mapping/Classification
Oct 2010 Duncan Olive – CIPS Spend Analysis
Enrichment
• Organisation Structures• Geographic• Contracts• Category Specific Data
Oct 2010 Duncan Olive – CIPS Spend Analysis
Spend Analysis Toolkit
Oct 2010 Duncan Olive – CIPS Spend Analysis
Spend Analysis Tool Characteristics
•Define, Integrate Multiple Data Structure Schemas, Populate Model, Error Handling•Rapid Development•Repeatable
Data Modelling
•Graphical•Adhoc, Production Reports•Multi Dimensional•Slice and Dice between dimensions•Drill Down/Drill Up
Data AnalysisSpend Analysis
•Classification, EnrichmentData MappingManagement
•Validation, Normalisation, CorrectionData CleansingData
•Accept Data in multiple Formats•Store Large Volumes of Data
Data Collection
Oct 2010 Duncan Olive – CIPS Spend Analysis
Delivery Options
• Outsource– Spend Analysis Service
• In-House– Technology (Scalability)
• RDBMS – Oracle, SQL Server, Access• Business Intelligence Tools• MS Access• Excel
– Have you the Skills• IT Skills• Data Analyst• Commercial (Market)
• Buy in Data– Supplier Cleansing, Normalisation, Classification
• Obtain data from your supply base (category specific data)
Oct 2010 Duncan Olive – CIPS Spend Analysis
Example – IBM Cognos
Market Leading Business Intelligence Software ProviderScalable Desktop (7.0) to Enterprise (8.0)Easy to use - Limited specialist ICT skill needed Hugh number crunching capabilityRapid development and deploymentText, Graphical, Spatial presentationModel data from disparate systemsMulti-dimensional analysis
Who, Where, What, When, HowAdopted by OGC/BS
Time
Organ-isation
Spend
Suppliers
Oct 2010 Duncan Olive – CIPS Spend Analysis
Measuring Impact
•Needs to be a repeatable process
•Incorporated into “Business as Usual” processes
•Evolve into Business Intelligence
Oct 2010 Duncan Olive – CIPS Spend Analysis
Application to Support Wider Outcomes
• Sustainability– Economic Development– Carbon Targets
Oct 2010 Duncan Olive – CIPS Spend Analysis
Why Do Spend Analysis Projects Fail?
• Lack of Leadership• Lack of Sponsorship• Unrealistic Expectations/Unclear goals• Data quality• Wrong Tools• Lack of Skills/Resource Support• Change management not addressed
Oct 2010 Duncan Olive – CIPS Spend Analysis
•the setting of realistic efficiency targets •the ability to capture savings•a workflow for realising savings potential•a new comprehensive contracts programme•a business case for additional resources on an invest to save bas•a view of local business and the potential contracting impact•an opportunity for improved budget management•the basis for a considered approach to E-Procurement•an opportunity for improved supplier database management•reporting of meaningful data for collaborative contracting possibilities•a model that can be refreshed in future years
Feedback Received?
Oct 2010 Duncan Olive – CIPS Spend Analysis
Does it work
• Spend visibility 40 plus organisations• Industry Case Studies• Influenced technology adoption• Carried out Strategic and Tactical Reviews during 2008-
09 realising efficiencies in excess of £1m 2009-10 across £12m in 5 categories
• Developed Strategic Category Approach
Oct 2010 Duncan Olive – CIPS Spend Analysis
Some Points in Summary• Spend Analysis is invaluable to improvements within both Demand and
Supply Management • Spend Analysis can be a significant investment
– Time, Skills, Technology, Human and Financial resources– Scale investment based upon the return
• Be sure of your business objectives and outcomes before initiating • Spend Analysis is an enabler not the Outcome
– Incorporate into a Change Programme• Spend Analysis is not a “one off” project
– it needs to be incorporated into “Business as Usual” – to evolve into Business Intelligence
• Introduce greater alignment between Nominal Ledger and Procurement Taxonomy
• Classification will never be 100%, it needs interpretation and tolerances are necessary
• Improve collection and management of Supplier Intel within core system
Oct 2010 Duncan Olive – CIPS Spend Analysis
Questions