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HR Analytics
Harnessing the value hidden in people data



                                                    Matthew Lymbery
                                                    Managing Director and Founder




          Cleanse – Analyse - Predict
             (c) activ8 intelligence limited 2012
Contents

• Activ8 Intelligence
    – Credentials
    – Mission
• HR Intelligence
    – Benefits
    – Key Features
    – Demonstration
• The art of the possible




                            Cleanse – Analyse - Predict
                               (c) activ8 intelligence limited 2012
Who are activ8 intelligence ?

• Innovation award winning technology
  business founded in 2005
                                                               HR Centricity
• Pioneers in the use of predictive
  technologies in the HR field
• Venture Capital backed – investment in              Artificial               Analytics
  developing ideas and concepts into                  Intelligence             pedigree

  marketable products and services
• In 2010, acquired Datapurity to extend
  proposition to be able to cleanse and drive
  up integrity of data to report and analyse




            Cleanse – Analyse - Predict
               (c) activ8 intelligence limited 2012
Workforce Analytical Maturity – the 4I model


                                                                Forecast future trends & model impact of actions
                                                                • For example - Absence in division A will rise by
                                                                  another y% next year impacting customer
                                                                  satisfaction by z% unless actions B, C and D are                       Intelligence
                                                                  completed
                                                                • Future facing, greatest return on investment
Value and Return on Investment




                                 Turn information into understanding & action
                                 • For example - Absence in division A rose by x% last
                                   month because...
                                 • Provides insight into the key areas to                                     Insight
                                   focus, monitor and improve
                                 • Still normally rear view mirror

                                                                                                             Summarise raw data into useful information
                                                                                                             • For example - Absence rose by x% last month
                                                                       Information                           • Monitors progress and highlights issues
                                                                                                             • Provides context, but still rear view and doesn’t
                                                                                                               drive actionable decisions


                                                                            Basic listing reports
                                                                            • For example - A list of leavers
                                              Inputs                        • Review mirror
                                                                            • Useful for checking, queries and lookups
                                                                            • No context, warning or call to action




                                                                                 Analytical Capability
                                                   (covering capability of resources, knowledge, metric sophistication and technology)


                                                                                         Cleanse – Analyse - Predict
                                                                                             (c) activ8 intelligence limited 2012
Vision of HR and Workforce Analytics
Helping organisations understand how their most valuable assist, people, can positively impact the
     business performance by unlocking the hidden value locked in their HR and people data.
     Content




                                                                                              Service
               • A set of both standard                                                                 • Expertise and advice




                                          Technology
                                                        • Cleanse – ensuring data
                 and expert                                                                               through implementation
                                                          is accurate, timely and
                 metrics, reports and                                                                     and training services
                 analytics which                          has integrity
                                                                                                        • Best practice advice on
                 measure, interpret and                 • Analyse - HR centric                            delivery of HR reporting
                 provide actionable                       reporting toolset                               services to stakeholders
                 insight into HR and                     •High impact and relevant                      • Managed reporting
                 workforce performance                    standard reporting                              service to compliment
                 for:                                    • Wide distribution to                           the clients own HR MI
               • HR professionals                         stakeholders with                               capability
               • HR leaders                               differing needs and focus                     • Predictive investigations
               • Business leaders                        • Intuitive and flexible so
               • Line managers                            non-technical users can
                                                          interpret the meaning of
                                                          their own data
                                                         • Consolidate data from
                                                          multiple HR and business
                                                          sources
                                                        • Predict - maximise
                                                          return on investment
                                                          with predictive analytics
                                                          software and service


                                               Cleanse – Analyse - Predict
                                                       (c) activ8 intelligence limited 2012
The “journey”

 activ8 can support you across the workforce analytics and reporting spectrum with a
 range of products and services
       From getting the basics right                                          To the fully evolved model of
• Efficient and accurate standard reporting to the             • Advanced metrics, insightful reports and
  HR community                                                   drilldowns ;
• Using a solid set of core HR metrics                         • self sufficiency in ad-hoc reporting and data
                                                                 investigations with;
                                                               • all available people data mixed with business
                                                                 performance data;
                                                               • benchmarked internally and against external
                                                                 (sector specific) measures;
                                                               • rolled out to every line manager’s desktop with;
                                                               • predictive analytics and future forecasting

             Focus of Operational HR                           Strategic workforce and HR service objectives


 Maximising the value hidden in workforce data is a journey of ever increasing analytic
 maturity and stakeholder involvement

                                        Cleanse – Analyse - Predict
                                           (c) activ8 intelligence limited 2012
HR Intelligence
    Technology




 Cleanse – Analyse - Predict
    (c) activ8 intelligence limited 2012
What HR Analytics technology can deliver

             Improve the way people related decisions are made

• Fast, frequent and efficiently produced standard and regular reporting
• Meaningful information through relevant, high impact, professional looking and value
  adding report suite delivered to the desktop via a secure self-service portal
• Large scale adoption by the HR leaders, HR professionals, corporation’s leaders and line
  managers - removing the delay for the decision makers in obtaining vital information
• Use of a toolset, designed for “non-techies”, for ad-hoc reports and deep dive data
  “investigations” – reducing the myriad of cottage industries within the corporation
• Access to an expert HR MI team with the ability to interpret and provide context to
  people related trends and initiatives
• Benchmark key performance indicators internally and externally
• Improve the trust and confidence in the validity and integrity of the underlying data
• Combine business performance and operational data and directly link it to people related
  data – gain a true understanding of the impact of people on the business




                                Cleanse – Analyse - Predict
                                    (c) activ8 intelligence limited 2012
Key features

• Pre-built HR centric functionality and data warehouse recognises the
  unique demands of reporting and analysing people data
• Over pre-built 200 standard and distinct high impact, relevant HR and
  recruitment metrics, reports and drilldowns
    • Presented in a variety of high impact visually appealing formats;
    • Covering the whole of the employee life cycle and workforce planning
    • Delivered via drag and drop dashboarding technology
• Ease of change existing reports and dashboards or creating new
    • Ad-hoc and report development by the HR user rather than reference to IT
    • Moves beyond ad-hoc reports into the realm of data investigation
• Ease of comparison
    • Time based trends
    • Between different business units (for example, my business unit versus the
      company average)
    • Against an external benchmark
• Ease of distribution to a wide range of stakeholders
    • Able to fit around any number of complex security scenario’s
• Built to be ready for more data sources
    • HR system “agnostic” – consolidates data from any number of
      HR, recruitment and business systems
              Cleanse – Analyse - Predict
                 (c) activ8 intelligence limited 2012
Demonstration




Cleanse – Analyse - Predict
   (c) activ8 intelligence limited 2012
probable
The art of the possible




   =

  Cleanse – Analyse - Predict
     (c) activ8 intelligence limited 2012
A glimpse into the power of prediction


                      Established in 1836, now a leading provider of risk, savings and investment management products in the UK with over 6.9
                      million customers, £320 billion of assets under management
          Which of the following candidates do you think Legal and General hired into the role of Customer Service Agent ?




                   Geoff                       Wendy                               Alan                              Steve                         Sam
               Several years            “Return to work” mum              Unemployed Milkman                  Worked in the RAC call      Worked on the check-
           experience in financial       previously worked in                                                 centre for 6 months as          out at Asda
             services industry             customer service                                                       Sales Advisor
                                                centre

                                                                        Answer ... all of them
      ... and Alan became Legal and General’s top performing Customer Service Agent despite not matching the historical role profile of financial service or call centre
                       experience. He was predicted to be a good hire by activ8’s technology based on data collected during the recruitment process.


It really is possible to predict which candidates will be higher performing, longer-staying and have lower absence
 ** Good hire rates rose from 44% to 85% within 6 months of deployment - both attrition and absence with both significantly lower, customer service levels
    were raised, the talent pool from which to recruit expanded, time to hire and manager’s interviewing time reduced and candidates reported that the
                                                            recruitment experience was excellent




                                                                 Cleanse – Analyse - Predict
                                                                       (c) activ8 intelligence limited 2012
A glimpse into the power of prediction


              AXA have been world leaders in financial protection and wealth management since 1720. Operating in a fiercely competitive
              landscape, AXA were keen to ensure their status as market leaders in the UK.


                                  Ashish is a recognised high performer and key member of staff –
                                        Who is most likely to spot that Ashish is in danger of
                                          leaving the organisation within the next 6 months



                                                                         versus


                                                                                                A computer
                                               His manager



                                                           Answer ... The computer
Analysis showed that manager’s on average had a 1 in 4 chance of accurately spotting members of their team who were likely to leave whereas the computer
                                              using activ8’s technology was able to do this 3 out of 4 times




                                                       Cleanse – Analyse - Predict
                                                             (c) activ8 intelligence limited 2012
A glimpse into the power of prediction


                      AXA have been world leaders in financial protection and wealth management since 1720. Operating in a fiercely competitive
                      landscape, AXA were keen to ensure their status as market leaders in the UK.



                                    Out of the 5 retention “levers” which will most likely work to retain Ashish within the
                                                                          organisation ?




             Increased Salary            Bonus payment                   Promotion or                        Additional                 Training Course
                                                                       change of manager                      Benefits
                                                      Answer ... For Ashish it was a Training Course
      Re-recruiting Ashish would have cost £000’s and been disruptive to the organisation. In the case of Ashish, spending a few hundred pounds on a training course
                   was enough to persuade him that his future remained with AXA and was the most cost effective way of retaining his valuable services


It really is possible to predict who is at risk of leaving and the most effective way of retaining them




                                                                Cleanse – Analyse - Predict
                                                                     (c) activ8 intelligence limited 2012
Predictive services

          Making HR and business data work harder by
          utilising Artificial Intelligence
                 • Forward focussed rather than rear view mirror –
                   learn from the past to change the future
                 • Utilises latent value held in business and
                   operational systems
          Greatest return on investment
                 • Generally focuses on effectiveness rather than
                   efficiency
          Service is inclusive of an activ8 analyst (s)
                 •    HR analysis
                 •    Business analysis
                 •    Predictive analysis
                 •    Use of both additional internal and external data
                      sources
          Ongoing predictions delivered via HR Intelligence
          desktop

 Cleanse – Analyse - Predict
    (c) activ8 intelligence limited 2012
Example case studies

Improving call centre performance at BSkyB
Focussing on the recruitment selection process to find candidates who
are customer centric, higher performing, have low absence and long
tenure and will provide the highest customer service with the best
possible productivity


Improving sales performance in the retail business unit at
ScottishPower
An investigation primarily focussed on attrition, absence and employee
performance and their relationship with acquiring and retaining
customers




                Cleanse – Analyse - Predict
                   (c) activ8 intelligence limited 2012

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Hr analytics overview

  • 1. HR Analytics Harnessing the value hidden in people data Matthew Lymbery Managing Director and Founder Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 2. Contents • Activ8 Intelligence – Credentials – Mission • HR Intelligence – Benefits – Key Features – Demonstration • The art of the possible Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 3. Who are activ8 intelligence ? • Innovation award winning technology business founded in 2005 HR Centricity • Pioneers in the use of predictive technologies in the HR field • Venture Capital backed – investment in Artificial Analytics developing ideas and concepts into Intelligence pedigree marketable products and services • In 2010, acquired Datapurity to extend proposition to be able to cleanse and drive up integrity of data to report and analyse Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 4. Workforce Analytical Maturity – the 4I model Forecast future trends & model impact of actions • For example - Absence in division A will rise by another y% next year impacting customer satisfaction by z% unless actions B, C and D are Intelligence completed • Future facing, greatest return on investment Value and Return on Investment Turn information into understanding & action • For example - Absence in division A rose by x% last month because... • Provides insight into the key areas to Insight focus, monitor and improve • Still normally rear view mirror Summarise raw data into useful information • For example - Absence rose by x% last month Information • Monitors progress and highlights issues • Provides context, but still rear view and doesn’t drive actionable decisions Basic listing reports • For example - A list of leavers Inputs • Review mirror • Useful for checking, queries and lookups • No context, warning or call to action Analytical Capability (covering capability of resources, knowledge, metric sophistication and technology) Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 5. Vision of HR and Workforce Analytics Helping organisations understand how their most valuable assist, people, can positively impact the business performance by unlocking the hidden value locked in their HR and people data. Content Service • A set of both standard • Expertise and advice Technology • Cleanse – ensuring data and expert through implementation is accurate, timely and metrics, reports and and training services analytics which has integrity • Best practice advice on measure, interpret and • Analyse - HR centric delivery of HR reporting provide actionable reporting toolset services to stakeholders insight into HR and •High impact and relevant • Managed reporting workforce performance standard reporting service to compliment for: • Wide distribution to the clients own HR MI • HR professionals stakeholders with capability • HR leaders differing needs and focus • Predictive investigations • Business leaders • Intuitive and flexible so • Line managers non-technical users can interpret the meaning of their own data • Consolidate data from multiple HR and business sources • Predict - maximise return on investment with predictive analytics software and service Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 6. The “journey” activ8 can support you across the workforce analytics and reporting spectrum with a range of products and services From getting the basics right To the fully evolved model of • Efficient and accurate standard reporting to the • Advanced metrics, insightful reports and HR community drilldowns ; • Using a solid set of core HR metrics • self sufficiency in ad-hoc reporting and data investigations with; • all available people data mixed with business performance data; • benchmarked internally and against external (sector specific) measures; • rolled out to every line manager’s desktop with; • predictive analytics and future forecasting Focus of Operational HR Strategic workforce and HR service objectives Maximising the value hidden in workforce data is a journey of ever increasing analytic maturity and stakeholder involvement Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 7. HR Intelligence Technology Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 8. What HR Analytics technology can deliver Improve the way people related decisions are made • Fast, frequent and efficiently produced standard and regular reporting • Meaningful information through relevant, high impact, professional looking and value adding report suite delivered to the desktop via a secure self-service portal • Large scale adoption by the HR leaders, HR professionals, corporation’s leaders and line managers - removing the delay for the decision makers in obtaining vital information • Use of a toolset, designed for “non-techies”, for ad-hoc reports and deep dive data “investigations” – reducing the myriad of cottage industries within the corporation • Access to an expert HR MI team with the ability to interpret and provide context to people related trends and initiatives • Benchmark key performance indicators internally and externally • Improve the trust and confidence in the validity and integrity of the underlying data • Combine business performance and operational data and directly link it to people related data – gain a true understanding of the impact of people on the business Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 9. Key features • Pre-built HR centric functionality and data warehouse recognises the unique demands of reporting and analysing people data • Over pre-built 200 standard and distinct high impact, relevant HR and recruitment metrics, reports and drilldowns • Presented in a variety of high impact visually appealing formats; • Covering the whole of the employee life cycle and workforce planning • Delivered via drag and drop dashboarding technology • Ease of change existing reports and dashboards or creating new • Ad-hoc and report development by the HR user rather than reference to IT • Moves beyond ad-hoc reports into the realm of data investigation • Ease of comparison • Time based trends • Between different business units (for example, my business unit versus the company average) • Against an external benchmark • Ease of distribution to a wide range of stakeholders • Able to fit around any number of complex security scenario’s • Built to be ready for more data sources • HR system “agnostic” – consolidates data from any number of HR, recruitment and business systems Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 10. Demonstration Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 11. probable The art of the possible = Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 12. A glimpse into the power of prediction Established in 1836, now a leading provider of risk, savings and investment management products in the UK with over 6.9 million customers, £320 billion of assets under management Which of the following candidates do you think Legal and General hired into the role of Customer Service Agent ? Geoff Wendy Alan Steve Sam Several years “Return to work” mum Unemployed Milkman Worked in the RAC call Worked on the check- experience in financial previously worked in centre for 6 months as out at Asda services industry customer service Sales Advisor centre Answer ... all of them ... and Alan became Legal and General’s top performing Customer Service Agent despite not matching the historical role profile of financial service or call centre experience. He was predicted to be a good hire by activ8’s technology based on data collected during the recruitment process. It really is possible to predict which candidates will be higher performing, longer-staying and have lower absence ** Good hire rates rose from 44% to 85% within 6 months of deployment - both attrition and absence with both significantly lower, customer service levels were raised, the talent pool from which to recruit expanded, time to hire and manager’s interviewing time reduced and candidates reported that the recruitment experience was excellent Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 13. A glimpse into the power of prediction AXA have been world leaders in financial protection and wealth management since 1720. Operating in a fiercely competitive landscape, AXA were keen to ensure their status as market leaders in the UK. Ashish is a recognised high performer and key member of staff – Who is most likely to spot that Ashish is in danger of leaving the organisation within the next 6 months versus A computer His manager Answer ... The computer Analysis showed that manager’s on average had a 1 in 4 chance of accurately spotting members of their team who were likely to leave whereas the computer using activ8’s technology was able to do this 3 out of 4 times Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 14. A glimpse into the power of prediction AXA have been world leaders in financial protection and wealth management since 1720. Operating in a fiercely competitive landscape, AXA were keen to ensure their status as market leaders in the UK. Out of the 5 retention “levers” which will most likely work to retain Ashish within the organisation ? Increased Salary Bonus payment Promotion or Additional Training Course change of manager Benefits Answer ... For Ashish it was a Training Course Re-recruiting Ashish would have cost £000’s and been disruptive to the organisation. In the case of Ashish, spending a few hundred pounds on a training course was enough to persuade him that his future remained with AXA and was the most cost effective way of retaining his valuable services It really is possible to predict who is at risk of leaving and the most effective way of retaining them Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 15. Predictive services Making HR and business data work harder by utilising Artificial Intelligence • Forward focussed rather than rear view mirror – learn from the past to change the future • Utilises latent value held in business and operational systems Greatest return on investment • Generally focuses on effectiveness rather than efficiency Service is inclusive of an activ8 analyst (s) • HR analysis • Business analysis • Predictive analysis • Use of both additional internal and external data sources Ongoing predictions delivered via HR Intelligence desktop Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012
  • 16. Example case studies Improving call centre performance at BSkyB Focussing on the recruitment selection process to find candidates who are customer centric, higher performing, have low absence and long tenure and will provide the highest customer service with the best possible productivity Improving sales performance in the retail business unit at ScottishPower An investigation primarily focussed on attrition, absence and employee performance and their relationship with acquiring and retaining customers Cleanse – Analyse - Predict (c) activ8 intelligence limited 2012

Notas do Editor

  1. Analytical solutions.... Part of this is about better analysis and reporting of historic data, and part of it is about using predictive technologies with that data to make better decisions about the future. More bangs... Corporate Britain turning the spotlight on driving up productivity of their people HR functions served well by transactional systems, but HR professionals under-served of value adds activ8 nestled in niche area for 500 – 5,000 employee businesses 70% costs of a typical business in peopleFastest route to annuity through entry-level solution and then growth though cross selling additional functionality and services
  2. Analytical solutions.... Part of this is about better analysis and reporting of historic data, and part of it is about using predictive technologies with that data to make better decisions about the future. More bangs... Corporate Britain turning the spotlight on driving up productivity of their people HR functions served well by transactional systems, but HR professionals under-served of value adds activ8 nestled in niche area for 500 – 5,000 employee businesses 70% costs of a typical business in peopleFastest route to annuity through entry-level solution and then growth though cross selling additional functionality and services