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189 slides across 6 decks match.
Treemap Arc Catalog
Defining the Individual Enterprise
IBM · 2014 · context
Defining the Individual Enterprise
 Activating the Individual Enterprise
IBM · 2014 · industry_trends
Activating the Individual Enterprise
 We see a clear five-step progression toward the Individual Enterprise, comprising these key steps:
IBM · 2014 · implementation_plan
We see a clear five-step progression toward the Individual Enterprise, comprising these key steps:
 Mobility makes us smarter, more productive and faster
IBM · 2014 · key_messages
Mobility makes us smarter, more productive and faster
 Amplifying employee voice
IBM · 2016 · cover
Amplifying employee voice
 Move beyond engagement to insight
IBM · 2016 · context
Move beyond engagement to insight
 Subtle demographic variations affect listening
IBM · 2016 · diagnosis
Subtle demographic variations affect listening
 Higher-growth countries tend to be more optimistic about employee listening
IBM · 2016 · framework_2x2
Higher-growth countries tend to be more optimistic about employee listening
 Mining for insight
IBM · 2016 · diagnosis
Mining for insight
 Recommendations: Designing an employee listening program
IBM · 2016 · recommendation
Recommendations: Designing an employee listening program
 Ignite innovation with people-powered AI
IBM · cover
Ignite innovation with people-powered AI
 AI democratizes data—and redefines decision-making.
IBM · context
AI democratizes data—and redefines decision-making.
 Agentic AI will transform your business—but first you must reskill your people.
IBM · section_divider
Agentic AI will transform your business—but first you must reskill your people.
 While roughly 5% of the global workforce consistently needs to be reskilled each year, the rapid advancement of AI has sent this figure skyrocketing.
IBM · industry_trends
While roughly 5% of the global workforce consistently needs to be reskilled each year, the rapid advancement of AI has sent this figure skyrocketing.
35% — workforce reskilling rate
 Organizations must create new structures that give employees oversight over autonomous decision-making—and manage the new risks it creates.
IBM · key_messages
Organizations must create new structures that give employees oversight over autonomous decision-making—and manage the new risks it creates.
64% — CEO sentiment on AI adoption
 Despite efforts to slow its growth, technical debt continues to increase.
IBM · problem_statement
Despite efforts to slow its growth, technical debt continues to increase.
55% — executive sentiment
 By linking long-term productivity gains and performance metrics to new solutions, leaders can measure the benefits of modernization—and put a price tag on shortcuts.
IBM · key_messages
By linking long-term productivity gains and performance metrics to new solutions, leaders can measure the benefits of modernization—and put a price tag on shortcuts.
3X — ROI
 In the age of AI, location is everything.
IBM · industry_trends
In the age of AI, location is everything.
 Data privacy and AI are reshaping global location strategies
IBM · industry_trends
Data privacy and AI are reshaping global location strategies
96% — Executive sentiment on location strategy drivers
 As organizations seek out the talent, data ecosystems, and infrastructure needed to scale AI, they’re moving operations to places that provide the greatest strategic advantage.
IBM · key_messages
As organizations seek out the talent, data ecosystems, and infrastructure needed to scale AI, they’re moving operations to places that provide the greatest strategic advantage.
89% — executive sentiment
 The rapid pivot to AI has upended IT budgets, but self-funding is imminent.
IBM · context
The rapid pivot to AI has upended IT budgets, but self-funding is imminent.
 As organizations embrace fit-for-purpose AI models—combined with open source and agile—the cost side of the equation will start to shrink.
IBM · key_messages
As organizations embrace fit-for-purpose AI models—combined with open source and agile—the cost side of the equation will start to shrink.
14 months — ROI
 AI product and service innovation is the #1 CEO goal, yet business models aren't keeping up.
IBM · key_messages
AI product and service innovation is the #1 CEO goal, yet business models aren't keeping up.
 Nothing keeps customers coming back like bespoke experiences.
IBM · key_messages
Nothing keeps customers coming back like bespoke experiences.
 Tapping data and analytics to innovate faster and at scale
IBM · 2016 · section_divider
Tapping data and analytics to innovate faster and at scale
 Identifying the Leaders
IBM · 2016 · segmentation
Identifying the Leaders
29% — Respondent distribution
 Leaders combine analytics and innovation in more effective ways through three main strategies
IBM · 2016 · diagnosis
Leaders combine analytics and innovation in more effective ways through three main strategies
36% — revenue growth
 Promote data quality and accessibility
IBM · 2016 · case_study
Promote data quality and accessibility
 Leaders leverage big data and analytics for innovation for a wider range of organizational processes and functions
IBM · 2016 · recommendation
Leaders leverage big data and analytics for innovation for a wider range of organizational processes and functions
83% — Innovation adoption rate
 Include analytics and innovation in every role
IBM · 2016 · case_study
Include analytics and innovation in every role
110% — likelihood to invest in training
 Innovation is central element of Alibaba strategy
IBM · 2016 · case_study
Innovation is central element of Alibaba strategy
 Build a quantitative innovation culture
IBM · 2016 · industry_trends
Build a quantitative innovation culture
94% — Percentage of respondents pursuing innovation activities
 Measure return on innovation
IBM · 2016 · case_study
Measure return on innovation
70% — innovation success measurement
 Tata's innovation culture reaps measurable benefits
IBM · 2016 · client_example
Tata's innovation culture reaps measurable benefits
$1 billion — Economic benefit
 Are you ready to be a Leader?
IBM · 2016 · next_steps
Are you ready to be a Leader?
 Finance’s critical role in the Cognitive Enterprise evolution
IBM · 2018 · context
Finance’s critical role in the Cognitive Enterprise evolution
 Curate proprietary data actively: Revealing business insights
IBM · 2018 · client_example
Curate proprietary data actively: Revealing business insights
 Reinvent the workforce proactively: Becoming business advisors
IBM · 2018 · case_study
Reinvent the workforce proactively: Becoming business advisors
 The “garage” model drives continuous innovation
IBM · 2018 · process_diagram
The “garage” model drives continuous innovation
 AI Strategy is advancing at full speed globally – 85% of ITDMs report that their company has made progress in executing their AI strategy
IBM · industry_trends
AI Strategy is advancing at full speed globally – 85% of ITDMs report that their company has made progress in executing their AI strategy
85% — Progress of AI Strategy
 ROI is not necessarily the primary driver of AI investments at organizations globally – 41% of ITDMs say their organization is equally innovation-driven and ROI-driven
IBM · industry_trends
ROI is not necessarily the primary driver of AI investments at organizations globally – 41% of ITDMs say their organization is equally innovation-driven and ROI-driven
41% — ITDM motivation
 AI drives value within organizations in different ways based on their values; Companies are more likely to value productivity and efficiency ROI measurements over hard dollar savings
IBM · industry_trends
AI drives value within organizations in different ways based on their values; Companies are more likely to value productivity and efficiency ROI measurements over hard dollar savings
25% — Most Important Metric When Calculating ROI from AI Investments
 Increased IT operations efficiency emerges as the most important indicator of a successful AI strategy
IBM · industry_trends
Increased IT operations efficiency emerges as the most important indicator of a successful AI strategy
32% — Most Important Indicators of a Successful AI Strategy
 Less than half of ITDMs are seeing positive ROI from their AI investments
IBM · market_landscape
Less than half of ITDMs are seeing positive ROI from their AI investments
47% — ROI status
 Among ITDMs at companies not currently achieving positive ROI from AI, only about 1 in 4 expect to see positive ROI in the next year
IBM · industry_trends
Among ITDMs at companies not currently achieving positive ROI from AI, only about 1 in 4 expect to see positive ROI in the next year
25% — Expected timeline for positive ROI
 ITDMs are most likely to consider business value/vision the most impactful factor influencing the ROI of AI at their company
IBM · industry_trends
ITDMs are most likely to consider business value/vision the most impactful factor influencing the ROI of AI at their company
33% — ROI impact ranking
 Open-source ecosystems are crucial to AI strategy, with 6-in-10 ITDMs reporting that their company is using open-source ecosystems to source their AI tools
IBM · industry_trends
Open-source ecosystems are crucial to AI strategy, with 6-in-10 ITDMs reporting that their company is using open-source ecosystems to source their AI tools
61% — AI tool sourcing preference
 Over 80% of ITDMs report that at least a quarter of their company’s AI solutions or platforms are based on open-source
IBM · industry_trends
Over 80% of ITDMs report that at least a quarter of their company’s AI solutions or platforms are based on open-source
80% — Percentage of AI solutions based on open-source
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