Slides from Artificial Intelligence Innovation Summit hosted by Gerald "Solutionman" Haman

1. Improve Your Life with AI
Living Smart with Heart
Use AI to enhance
and protect how you
live and work
Be Happier, Healthier and More Productive with AI
by Charles E. Caldwell Artificial
Intelligence
Innovation
Summits

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AI = Transformative Technology
n Artificial Intelligence economic impact = $13 Trillion (2030)
Challenge
n AI requires high quality data and truthful information
n 95% of corporate data and information is “worthless ”
n Corporations are not prepared to use AI effectively
n Ingesting and cleansing data is difficult and expensive
n Businesses need Baseline DNA Data Models for AI
n Managers don’t know what to do or where to start
2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com

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2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com
AI Can Enhance Productivity
Disruption creates $ trillions in waste and lost opportunity costs. Executives need
strategic insight and expertise to modernize systems and optimize worker productivity.
Outdated legacy systems are expensive, increase risks and do not meet needs of
today’s knowledge workers. To improve value creation, businesses need to develop
step-change strategies, solution roadmaps and action plans to evolve operations and
increase ROI while reducing risks.
Knowledge worker
productivity is
declining creating
big problems for
corporations.
Technology and
exponential growth
of information
impacts the way
people work.
Device addiction,
social media,
remote working and
transformation are
altering businesses
and markets.

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AI Creates Huge Opportunities
There is huge opportunity to use AI to deliver game changing insight and
tools to manage transformation. AI can deliver historic, predictive and
prescriptive analytics and tools to improve human effectiveness. Use
GeoEconoMetrics and activity-based data to model performance. Baseline
data is needed to model corporate DNA (cDNA) to support development of
AI applications. As new insights emerge, opportunity to grow revenues and
reduce costs becomes more obvious. The secret to success is in knowing
where to start, what to do and how to measure value to stay on course.
“The most important contribution of management in the 20th century was to increase manual worker
productivity 50-fold. During the 21st century, focus must be on increasing knowledge worker productivity
(hopefully by the same %). So far, knowledge worker productivity gains have been abysmal (lower than 70
years ago). Nobody has addressed this problem! We know how to rapidly increase knowledge worker
productivity, but the methods are totally different from those applied to manual workers.”
Peter Drucker (1999)
2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com

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2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com
The Goal is to Advance Learning
Problems are not solved on the same level they are created.
The goal is to rise above situations by changing thinking to gain new perspective.
Unconscious
Incompetence
Conscious
Incompetence
Conscious
Competence
Unconscious
Competence
“We don’t know
what we don’t
know…”
“We need to get
help in these
areas…”
“We need to get
even better…”
“We have a
continuous
improvement
mindset…”
Unclear Understand Improve Succeed
Objective: Determine how action translates into value creation.
Quantify activity-based costs to know how you need to manage effectiveness.

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Intellectual Property and Copyright Infringement is a big problem!
Asset Development is expensive and complex but necessary to protect the
rights of authors, information producers and all kinds of knowledge workers.
ChatGPT Will Keep Lawyers Busy

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Asset Management is Complex
Workflow
Workflow (potential Bottlenecks)
Start & End of Workflow Cycle
AI Generated content from text and images
on the Internet sets up unauthorized use of
copyrighted data and information. Failure to
accurately list authorship puts you at risk.
Who is
creating
your data?
Are you
getting
good
insight?
Can you
trust what
you see
and hear?

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Asset Submission & Value Creation
Workflow
Workflow (potential Bottlenecks)
Start & End of Workflow Cycle
Metadata is critical for AI!
Most data and information must
be cleaned and filtered.
Turning “content” into
digital assets to power AI is complex,
and expensive, but very necessary!

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Ingest & Metadata Development
Data and Information
needed to power AI
must be developed!
Don’t assume you
are working with
reliable information.
Do your homework
and make sure you
backcheck sources
of data.
AI can detect fake data and images!

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2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com
AI Relies on Data-as-an-Asset
There is huge need
to develop corporate
ontology and
taxonomy metadata
to improve
information
management. The
illustration highlights
core areas of
metadata. Most
corporations have
never optimized
their information and
systems. This is one
reason why IT costs
keep increasing.
cDNA models create
data needed to
streamline
development to
support step-change
efforts.
Business Ontology & Taxonomy development to manage step-change
AI creates opportunity to improve human effectiveness.

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Cascading Data Models are Powerful
2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com
Customized Business Data
& AI Algorithm Development
1. Know state of your
data and learn
where and how to
improve quality of
information
2. Establish baseline
models to improve
data consistency to
power algorithms
3. Architect data to
meet needs of all
workers and to
improve workflow
4. Know potential to
drive engagement
to enhance learning
and improve
decision-making

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Optimizing Business Performance
2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com
Use AI to
improve
workforce
productivity!

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Custom Algorithm to Power AI Apps
2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com

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Coding Data/Logic into Algorithms
2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com
Meetings
are complex
and time
consuming!

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Calculating Business Potential
2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com

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Extremely Accurate Predictive Data
2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com
(Sample back test model on GE)

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TALON transforms US Healthcare
2018 © GEM Analytics P.O. Box 1009 Portsmouth, NH 03802 603-294-4171 www.gemanalytics.com
https://talonhealthtech.com/
TALON Health Tech
uses AI to produce
game changing
insight to level the
US Healthcare
Marketplace by
delivering price
data, information
and incentive to
change how people
think and feel about
healthcare and how
to manage costs.

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Action based on Knowing Potential
2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com

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2023 © Global Investments P.O. Box 1000 Portsmouth, NH 03802 603-744-3593 www.glbvst.com
30 Years of Advanced Data Modeling
$100 Million
In first year
savings
optimizing
product
development
cycle
We developed
DAM Market
to improve
information
management
practices for
thousands of
corporations
Chief Architect of Corbis (Bill Gate’s asset repository) - one of the world’s
largest digital asset repositories - 100 million photos and 800K videos.
AI has
evolved
from DAM
over many
years!

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Continuous AI Learning System
2019 © GEM Analytics P.O. Box 1009 Portsmouth, NH 03802 603-294-4171 www.gemanalytics.com
Global Investments
P.O. Box 1000
Portsmouth, NH 03802
603-744-3593
www.glbvst.com
For further information, please contact:
Charlie Caldwell – chas@glbvst.com
The Secret to AI is to Advance Learning to Maximize ROI
Living Smart with Heart
Get baseline information
you need to master AI!
www.livingsmartheart.com
Available on Amazon . .