SlideShare uma empresa Scribd logo
1 de 12
A Path from Training to
Proficiency
A life-sciences company with 90
locations across the globe focusing on
Pharma and BioPharma Solutions
2,100 Employees
So… what’s the
problem?
“We’re worried we’re over-
training.”
“We don’t want to waste
people’s valuable time”
“We don’t want to train you on
things you already know.. But we
don’t know what you don’t
know”
The Traditional
Approach:
Carpet Bomb “We’re going to train you if
you need it or not!”
(yes, this is an actual quote.. Not from SCIEX.)
Our Approach
• If we can track the experiences a
service tech has, we can derive a level
of proficiency. (Fixing something,
selling something, etc)
• “Assessment”, or more data entry, is
out of the question
• Find data in the organization that tells
us what people are doing.
Dude, Where’s
my data?
• Service Calls – ServiceMax,
Oracle, SalesForce
• Revenue – Oracle
• Performance – SuccessFactors
• Training – LMS/LRS
• Competency Assessment –
LMS/LRS
It was easier
than we
thought..
No, really!
It was fairly simple to work with the
various IT teams to receive an
“extract” text file (a simple CSV file)
from each.
We created “import” processes to
insert the information as xAPI
statements
Why xAPI?
• The ultimate destination of the
information is training systems, so
it makes sense to use standards
available in the training
environment
• Client can build ad-hoc reports
within their LMS to do further
extracts and analysis
• But more importantly…
All that real
world …
makes the
learning
world
smarter
• We can leverage the data to create
custom paths for learners. inside e-
learning
• We can add other sources in the
future – from surveys, etc. used in
the field to measure the quality of
the visit
Questions
Dollarphotoclub_66935647

Mais conteúdo relacionado

Semelhante a A Path from Training to Proficiency Using Real-World Data

Digital Intelligence Systems interview questions and answers
Digital Intelligence Systems interview questions and answersDigital Intelligence Systems interview questions and answers
Digital Intelligence Systems interview questions and answersbarabar906
 
AI Models For Fun and Profit by Walmart Director of Artificial Intelligence
AI Models For Fun and Profit by Walmart Director of Artificial IntelligenceAI Models For Fun and Profit by Walmart Director of Artificial Intelligence
AI Models For Fun and Profit by Walmart Director of Artificial IntelligenceProduct School
 
Rapiscan Systems interview questions and answers
Rapiscan Systems interview questions and answersRapiscan Systems interview questions and answers
Rapiscan Systems interview questions and answersyahaali755
 
Workshops with your data
Workshops with your dataWorkshops with your data
Workshops with your dataRachelPeake1
 
Virtual summit presentation with bright talk
Virtual summit presentation with bright talkVirtual summit presentation with bright talk
Virtual summit presentation with bright talkEven & Odd Minds LLC
 
Adapt, Innovate, Expand: How to Stay Relevant (or Why I Have a Whiteboard in ...
Adapt, Innovate, Expand: How to Stay Relevant (or Why I Have a Whiteboard in ...Adapt, Innovate, Expand: How to Stay Relevant (or Why I Have a Whiteboard in ...
Adapt, Innovate, Expand: How to Stay Relevant (or Why I Have a Whiteboard in ...Information Development World
 
Increasing your corporate value
Increasing your corporate value  Increasing your corporate value
Increasing your corporate value LavaConConference
 
4. strategic objective
4. strategic objective4. strategic objective
4. strategic objectivezmtanvirmehedi
 
HR Technology Influencer eBook
HR Technology Influencer eBook HR Technology Influencer eBook
HR Technology Influencer eBook LBi Software
 
Lightning talk on the future of analytics - CloudCamp London, 2016
Lightning talk on the future of analytics - CloudCamp London, 2016 Lightning talk on the future of analytics - CloudCamp London, 2016
Lightning talk on the future of analytics - CloudCamp London, 2016 Jon Hawes
 
V10 getting the_job_outline_of_important_things
V10 getting the_job_outline_of_important_thingsV10 getting the_job_outline_of_important_things
V10 getting the_job_outline_of_important_thingsSadashiv_Dhulashetti
 
Top 10 system specialist interview questions and answers
Top 10 system specialist interview questions and answersTop 10 system specialist interview questions and answers
Top 10 system specialist interview questions and answersromeo23113
 
Ukoug 2018 predictive hr analytics in oac
Ukoug 2018   predictive hr analytics in oacUkoug 2018   predictive hr analytics in oac
Ukoug 2018 predictive hr analytics in oacRaghavendra kumar
 
HR Tech and the Employee Experience
HR Tech and the Employee ExperienceHR Tech and the Employee Experience
HR Tech and the Employee ExperienceTom Haak
 
eClinicalWorks interview questions and answers
eClinicalWorks interview questions and answerseClinicalWorks interview questions and answers
eClinicalWorks interview questions and answerssonmadi
 
Old School Marketing That Works, Chris Kochmanski, July 22, 09
Old School Marketing That Works, Chris Kochmanski, July 22, 09Old School Marketing That Works, Chris Kochmanski, July 22, 09
Old School Marketing That Works, Chris Kochmanski, July 22, 09Lunch Ann Arbor Marketing
 
Top 10 clinical supervisor interview questions and answers
Top 10 clinical supervisor interview questions and answersTop 10 clinical supervisor interview questions and answers
Top 10 clinical supervisor interview questions and answersjacksteel211
 
How to Find, Motivate, and Retain your Top Talent
How to Find, Motivate, and Retain your Top TalentHow to Find, Motivate, and Retain your Top Talent
How to Find, Motivate, and Retain your Top TalentG&A Partners
 
ISSI\'s Corporate Capabilities Briefing
ISSI\'s Corporate Capabilities BriefingISSI\'s Corporate Capabilities Briefing
ISSI\'s Corporate Capabilities Briefingkt13marie
 
Sage HRMS Alerts - Your Personal (and Invisible) Assistant
Sage HRMS Alerts - Your Personal (and Invisible) AssistantSage HRMS Alerts - Your Personal (and Invisible) Assistant
Sage HRMS Alerts - Your Personal (and Invisible) AssistantNet at Work
 

Semelhante a A Path from Training to Proficiency Using Real-World Data (20)

Digital Intelligence Systems interview questions and answers
Digital Intelligence Systems interview questions and answersDigital Intelligence Systems interview questions and answers
Digital Intelligence Systems interview questions and answers
 
AI Models For Fun and Profit by Walmart Director of Artificial Intelligence
AI Models For Fun and Profit by Walmart Director of Artificial IntelligenceAI Models For Fun and Profit by Walmart Director of Artificial Intelligence
AI Models For Fun and Profit by Walmart Director of Artificial Intelligence
 
Rapiscan Systems interview questions and answers
Rapiscan Systems interview questions and answersRapiscan Systems interview questions and answers
Rapiscan Systems interview questions and answers
 
Workshops with your data
Workshops with your dataWorkshops with your data
Workshops with your data
 
Virtual summit presentation with bright talk
Virtual summit presentation with bright talkVirtual summit presentation with bright talk
Virtual summit presentation with bright talk
 
Adapt, Innovate, Expand: How to Stay Relevant (or Why I Have a Whiteboard in ...
Adapt, Innovate, Expand: How to Stay Relevant (or Why I Have a Whiteboard in ...Adapt, Innovate, Expand: How to Stay Relevant (or Why I Have a Whiteboard in ...
Adapt, Innovate, Expand: How to Stay Relevant (or Why I Have a Whiteboard in ...
 
Increasing your corporate value
Increasing your corporate value  Increasing your corporate value
Increasing your corporate value
 
4. strategic objective
4. strategic objective4. strategic objective
4. strategic objective
 
HR Technology Influencer eBook
HR Technology Influencer eBook HR Technology Influencer eBook
HR Technology Influencer eBook
 
Lightning talk on the future of analytics - CloudCamp London, 2016
Lightning talk on the future of analytics - CloudCamp London, 2016 Lightning talk on the future of analytics - CloudCamp London, 2016
Lightning talk on the future of analytics - CloudCamp London, 2016
 
V10 getting the_job_outline_of_important_things
V10 getting the_job_outline_of_important_thingsV10 getting the_job_outline_of_important_things
V10 getting the_job_outline_of_important_things
 
Top 10 system specialist interview questions and answers
Top 10 system specialist interview questions and answersTop 10 system specialist interview questions and answers
Top 10 system specialist interview questions and answers
 
Ukoug 2018 predictive hr analytics in oac
Ukoug 2018   predictive hr analytics in oacUkoug 2018   predictive hr analytics in oac
Ukoug 2018 predictive hr analytics in oac
 
HR Tech and the Employee Experience
HR Tech and the Employee ExperienceHR Tech and the Employee Experience
HR Tech and the Employee Experience
 
eClinicalWorks interview questions and answers
eClinicalWorks interview questions and answerseClinicalWorks interview questions and answers
eClinicalWorks interview questions and answers
 
Old School Marketing That Works, Chris Kochmanski, July 22, 09
Old School Marketing That Works, Chris Kochmanski, July 22, 09Old School Marketing That Works, Chris Kochmanski, July 22, 09
Old School Marketing That Works, Chris Kochmanski, July 22, 09
 
Top 10 clinical supervisor interview questions and answers
Top 10 clinical supervisor interview questions and answersTop 10 clinical supervisor interview questions and answers
Top 10 clinical supervisor interview questions and answers
 
How to Find, Motivate, and Retain your Top Talent
How to Find, Motivate, and Retain your Top TalentHow to Find, Motivate, and Retain your Top Talent
How to Find, Motivate, and Retain your Top Talent
 
ISSI\'s Corporate Capabilities Briefing
ISSI\'s Corporate Capabilities BriefingISSI\'s Corporate Capabilities Briefing
ISSI\'s Corporate Capabilities Briefing
 
Sage HRMS Alerts - Your Personal (and Invisible) Assistant
Sage HRMS Alerts - Your Personal (and Invisible) AssistantSage HRMS Alerts - Your Personal (and Invisible) Assistant
Sage HRMS Alerts - Your Personal (and Invisible) Assistant
 

Mais de Megan Bowe

A Viable Process Model for Learning Analytics
A Viable Process Model for Learning AnalyticsA Viable Process Model for Learning Analytics
A Viable Process Model for Learning AnalyticsMegan Bowe
 
Work Together, Better: Content Authoring and Publishing for Teams
Work Together, Better: Content Authoring and Publishing for TeamsWork Together, Better: Content Authoring and Publishing for Teams
Work Together, Better: Content Authoring and Publishing for TeamsMegan Bowe
 
Identifying Competency Gaps
Identifying Competency GapsIdentifying Competency Gaps
Identifying Competency GapsMegan Bowe
 
xAPI State of the State: xAPI for Reals
xAPI State of the State: xAPI for RealsxAPI State of the State: xAPI for Reals
xAPI State of the State: xAPI for RealsMegan Bowe
 
xAPI and the Evolving Learning Ecosystem
xAPI and the Evolving Learning EcosystemxAPI and the Evolving Learning Ecosystem
xAPI and the Evolving Learning EcosystemMegan Bowe
 
Intro to xAPI Camp DevLearn 2018
Intro to xAPI Camp DevLearn 2018Intro to xAPI Camp DevLearn 2018
Intro to xAPI Camp DevLearn 2018Megan Bowe
 
Immersive Learning with xAPI
Immersive Learning with xAPI Immersive Learning with xAPI
Immersive Learning with xAPI Megan Bowe
 
Designing real world activities with xAPI
Designing real world activities with xAPIDesigning real world activities with xAPI
Designing real world activities with xAPIMegan Bowe
 
Thoughts on humanity, technology, and community
Thoughts on humanity, technology, and communityThoughts on humanity, technology, and community
Thoughts on humanity, technology, and communityMegan Bowe
 
It's Time to do Learning Like Grown-ups: Content Systems
It's Time to do Learning Like Grown-ups: Content SystemsIt's Time to do Learning Like Grown-ups: Content Systems
It's Time to do Learning Like Grown-ups: Content SystemsMegan Bowe
 
Data Strategy and xAPI
Data Strategy and xAPI Data Strategy and xAPI
Data Strategy and xAPI Megan Bowe
 
xAPI for Vets and Pets: Embarking on an Incredible Journey
xAPI for Vets and Pets: Embarking on an Incredible JourneyxAPI for Vets and Pets: Embarking on an Incredible Journey
xAPI for Vets and Pets: Embarking on an Incredible JourneyMegan Bowe
 
Data Interoperability for Learning Analytics and Lifelong Learning
Data Interoperability for Learning Analytics and Lifelong LearningData Interoperability for Learning Analytics and Lifelong Learning
Data Interoperability for Learning Analytics and Lifelong LearningMegan Bowe
 
Jessie's Verbs
Jessie's VerbsJessie's Verbs
Jessie's VerbsMegan Bowe
 
Riptide Learning Case Studies
Riptide Learning Case StudiesRiptide Learning Case Studies
Riptide Learning Case StudiesMegan Bowe
 
xAPI: The Landscape
xAPI: The LandscapexAPI: The Landscape
xAPI: The LandscapeMegan Bowe
 
Real World Solutions Leveraging xAPI
Real World Solutions Leveraging xAPIReal World Solutions Leveraging xAPI
Real World Solutions Leveraging xAPIMegan Bowe
 
Data Rules: Unmeasured Learning's Day Off
Data Rules: Unmeasured Learning's Day OffData Rules: Unmeasured Learning's Day Off
Data Rules: Unmeasured Learning's Day OffMegan Bowe
 
State of the State: Authoring Tools
State of the State: Authoring ToolsState of the State: Authoring Tools
State of the State: Authoring ToolsMegan Bowe
 
xAPI: The Landscape
xAPI: The LandscapexAPI: The Landscape
xAPI: The LandscapeMegan Bowe
 

Mais de Megan Bowe (20)

A Viable Process Model for Learning Analytics
A Viable Process Model for Learning AnalyticsA Viable Process Model for Learning Analytics
A Viable Process Model for Learning Analytics
 
Work Together, Better: Content Authoring and Publishing for Teams
Work Together, Better: Content Authoring and Publishing for TeamsWork Together, Better: Content Authoring and Publishing for Teams
Work Together, Better: Content Authoring and Publishing for Teams
 
Identifying Competency Gaps
Identifying Competency GapsIdentifying Competency Gaps
Identifying Competency Gaps
 
xAPI State of the State: xAPI for Reals
xAPI State of the State: xAPI for RealsxAPI State of the State: xAPI for Reals
xAPI State of the State: xAPI for Reals
 
xAPI and the Evolving Learning Ecosystem
xAPI and the Evolving Learning EcosystemxAPI and the Evolving Learning Ecosystem
xAPI and the Evolving Learning Ecosystem
 
Intro to xAPI Camp DevLearn 2018
Intro to xAPI Camp DevLearn 2018Intro to xAPI Camp DevLearn 2018
Intro to xAPI Camp DevLearn 2018
 
Immersive Learning with xAPI
Immersive Learning with xAPI Immersive Learning with xAPI
Immersive Learning with xAPI
 
Designing real world activities with xAPI
Designing real world activities with xAPIDesigning real world activities with xAPI
Designing real world activities with xAPI
 
Thoughts on humanity, technology, and community
Thoughts on humanity, technology, and communityThoughts on humanity, technology, and community
Thoughts on humanity, technology, and community
 
It's Time to do Learning Like Grown-ups: Content Systems
It's Time to do Learning Like Grown-ups: Content SystemsIt's Time to do Learning Like Grown-ups: Content Systems
It's Time to do Learning Like Grown-ups: Content Systems
 
Data Strategy and xAPI
Data Strategy and xAPI Data Strategy and xAPI
Data Strategy and xAPI
 
xAPI for Vets and Pets: Embarking on an Incredible Journey
xAPI for Vets and Pets: Embarking on an Incredible JourneyxAPI for Vets and Pets: Embarking on an Incredible Journey
xAPI for Vets and Pets: Embarking on an Incredible Journey
 
Data Interoperability for Learning Analytics and Lifelong Learning
Data Interoperability for Learning Analytics and Lifelong LearningData Interoperability for Learning Analytics and Lifelong Learning
Data Interoperability for Learning Analytics and Lifelong Learning
 
Jessie's Verbs
Jessie's VerbsJessie's Verbs
Jessie's Verbs
 
Riptide Learning Case Studies
Riptide Learning Case StudiesRiptide Learning Case Studies
Riptide Learning Case Studies
 
xAPI: The Landscape
xAPI: The LandscapexAPI: The Landscape
xAPI: The Landscape
 
Real World Solutions Leveraging xAPI
Real World Solutions Leveraging xAPIReal World Solutions Leveraging xAPI
Real World Solutions Leveraging xAPI
 
Data Rules: Unmeasured Learning's Day Off
Data Rules: Unmeasured Learning's Day OffData Rules: Unmeasured Learning's Day Off
Data Rules: Unmeasured Learning's Day Off
 
State of the State: Authoring Tools
State of the State: Authoring ToolsState of the State: Authoring Tools
State of the State: Authoring Tools
 
xAPI: The Landscape
xAPI: The LandscapexAPI: The Landscape
xAPI: The Landscape
 

Último

Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DaySri Ambati
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piececharlottematthew16
 

Último (20)

Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piece
 

A Path from Training to Proficiency Using Real-World Data

  • 1. A Path from Training to Proficiency
  • 2. A life-sciences company with 90 locations across the globe focusing on Pharma and BioPharma Solutions 2,100 Employees
  • 3. So… what’s the problem? “We’re worried we’re over- training.” “We don’t want to waste people’s valuable time” “We don’t want to train you on things you already know.. But we don’t know what you don’t know”
  • 4. The Traditional Approach: Carpet Bomb “We’re going to train you if you need it or not!” (yes, this is an actual quote.. Not from SCIEX.)
  • 5.
  • 6.
  • 7. Our Approach • If we can track the experiences a service tech has, we can derive a level of proficiency. (Fixing something, selling something, etc) • “Assessment”, or more data entry, is out of the question • Find data in the organization that tells us what people are doing.
  • 8. Dude, Where’s my data? • Service Calls – ServiceMax, Oracle, SalesForce • Revenue – Oracle • Performance – SuccessFactors • Training – LMS/LRS • Competency Assessment – LMS/LRS
  • 9. It was easier than we thought.. No, really! It was fairly simple to work with the various IT teams to receive an “extract” text file (a simple CSV file) from each. We created “import” processes to insert the information as xAPI statements
  • 10. Why xAPI? • The ultimate destination of the information is training systems, so it makes sense to use standards available in the training environment • Client can build ad-hoc reports within their LMS to do further extracts and analysis • But more importantly…
  • 11. All that real world … makes the learning world smarter • We can leverage the data to create custom paths for learners. inside e- learning • We can add other sources in the future – from surveys, etc. used in the field to measure the quality of the visit

Notas do Editor

  1. So… what’s the problem here? Really?
  2. This is pretty traditional.. And SCIEX wanted to avoid it. Unfortunately, it’s all too common in most organizations.
  3. Start with the end -- they wanted a VERY simple dashboard, that would combine certification (training) and proficiency (experience). As I work on a particular product line, I gain experience.. Work less.. Or less frequently.. I get rusty. That information is captured here.. So if you were trained two years ago, and really haven’t touched the product in for a year it’s clear. So how do you measure “proficiency”..
  4. Supervisor dashboard – summarizing the various competencies, and activities.. Normal bullshit..
  5. Find the data! If it already exists, there’s no need for another series of assessments
  6. It didn’t take long to find out..
  7. It was easier than we thought – there’s also several open-source variations on the CSV to XAPI “import”.. So this is like 101 shit.
  8. I get this a LOT.. why use xAPI when there are other tools commonly available that do the “same thing”? Why not odata/jdbc/oracle/etc…
  9. *boom* ultimate answer.. Xapi love..
  10. So can I really do this now? Yep.