THE EVOLUTION OF INNOVATION
TECHNOLOGY DRIVEN
- What we COULD make vs what we SHOULD make
BROAD OPPORTUNITY
- Based on consumer motivation/needs; Understand demand at a high level
JOBS TO BE DONE
- Deeply understand specific snacking situations
The latest CBIZ Wellbeing Insights has been released! Get information on the following topics in the August publication: 10 keys to a happier lifestyle, back to school tips for parents, how to buy happiness and much more!
How to Eat Healthy When You Have no Time!Jimmy Nelson
http://www.nelsongy.com/how-to-eat-healthy-time Simple plan for how to eat healthy when short on time. Keep it simple. When we have a TON of options we are paralyzed and frozen by too many options.
We attended the Perks Conference earlier this month at the NERD Center. Learn more about the coolest employee perks out there and what folks say about them.
The latest CBIZ Wellbeing Insights has been released! Get information on the following topics in the August publication: 10 keys to a happier lifestyle, back to school tips for parents, how to buy happiness and much more!
How to Eat Healthy When You Have no Time!Jimmy Nelson
http://www.nelsongy.com/how-to-eat-healthy-time Simple plan for how to eat healthy when short on time. Keep it simple. When we have a TON of options we are paralyzed and frozen by too many options.
We attended the Perks Conference earlier this month at the NERD Center. Learn more about the coolest employee perks out there and what folks say about them.
August's issue contains info on keys to happier living, papayas, summertime sleeping, keeping produce fresh, a quick guide to apps for parents, and a financial focus feature.
The Quality Of The Food Quality Essay
Homemade Food Is The Best Choice
Street Food: An Essay On Street Food
Food Waste Essay
My Favorite Experience Of Eating Food
Essay About Cafeteria
The Importance Of Eating Healthy
Eating Is Something That I Love And Enjoy
Eating Healthy Foods Essay
Food Culture Essay
Food And Drink Essay
Food Essay
The Most Memorable Meal Essay
Food Essay : The Disadvantages Of Fast Food
The Important Role of Food in Our Lives
Food And Its Impact On Society
Food and Nutrition Essay
My Passion For Food
Food Essay : My Favorite Food
The Effects Of Food On The Body Essay
What is Hidden Disruption? What is the greatest challenge to companies worldwide? It is not about technology or competitors. It is about behavioral change, even on the smallest of scales.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
August's issue contains info on keys to happier living, papayas, summertime sleeping, keeping produce fresh, a quick guide to apps for parents, and a financial focus feature.
The Quality Of The Food Quality Essay
Homemade Food Is The Best Choice
Street Food: An Essay On Street Food
Food Waste Essay
My Favorite Experience Of Eating Food
Essay About Cafeteria
The Importance Of Eating Healthy
Eating Is Something That I Love And Enjoy
Eating Healthy Foods Essay
Food Culture Essay
Food And Drink Essay
Food Essay
The Most Memorable Meal Essay
Food Essay : The Disadvantages Of Fast Food
The Important Role of Food in Our Lives
Food And Its Impact On Society
Food and Nutrition Essay
My Passion For Food
Food Essay : My Favorite Food
The Effects Of Food On The Body Essay
What is Hidden Disruption? What is the greatest challenge to companies worldwide? It is not about technology or competitors. It is about behavioral change, even on the smallest of scales.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
2. THE EVOLUTION OF INNOVATION
TECHNOLOGY
DRIVEN
What we COULD make vs
what we SHOULD make
BROAD
OPPORTUNITY
Based on CONSUMER
MOTIVATION/NEEDS;
Understand demand
at a high level
JOBS TO
BE DONE
DEEPLY UNDERSTAND
specific snacking situations
3. All products are
actuallservices or
experiences
IDENTIFYING THE
OPPORTUNITY
JOBS uncover the PROGRESS
consumers are trying to make
in a SPECIFIC SNACKING
SITUATION …
Along with the
STRUGGLES or BARRIERS that
prevent them from making
that progress
9. JOBS EXAMPLESTHE BREAKFAST DASH
THE BREAKFAST DASH
THE PERSON
(38 years old, Georgia)
I'm a 38 year old married mother of three.
I work full time at an elementary school in a
special education class.
I spend most of my waking hours after school
driving to and from sports practices as all three
kids play sports — two of which compete year
round at a highly competitive level.
I have an M.Ed. and B.S and enjoy watching
college football.
10. JOBS EXAMPLESTHE BREAKFAST DASH
THE BREAKFAST DASH
THE SCENE
Packing lunches, tying shoes, getting ready
for the day.
I am dragging myself around, trying to get
my kids ready and we are all tired. The kids
are trying to get ready and I am trying to get
lunches packed and as usual we are running
late.
<I> was hungry but didn't have time for a
full breakfast. It was first thing in the
morning.
11. JOBS EXAMPLESTHE BREAKFAST DASH
THE BREAKFAST DASH
WHY THE SNACK?
I choose to snack on Goldfish. As usual, I am in a hurry, trying to rush out the
door, so I grab something in the fullest snack bucket - which currently is
Goldfish because they have been on sale at a great price for the last three
weeks. I keep snack buckets in the pantry and use snack sized baggies to
portion them out so my kids don't eat an entire bag at once. Long story short,
Goldfish were quick and easy to grab.
What is quickest and easiest? Should I be healthy or quick? Easiest to grab with
least amount of preparation. I opened a Ziploc snack baggie and ate it. No
other utensils required.
Fast, easy and convenient. It was the quickest option with the least amount of
work. It allowed me to eat while doing other things. I was trying to pack lunch
and get kids ready for school while eating.
<It’s> Not very emotional at all. More out of necessity so I don't starve to
death. I don't have time to sit down and eat a full breakfast. This holds me over
until the next snack.
12. JOBS EXAMPLESTHE BREAKFAST DASH
THE PERSON
(30 years old, California)
I am originally from Chicago and now reside
in Orange County, California.
I am currently working for an architecture
firm in Irvine. I have been there since
graduating from Cal Poly Pomona with a
Masters in Architecture.
I like routines and like to schedule my day
out. Some interests that I have are food,
traveling, fitness, piano, and experiencing
new things.
HEALTHY FUEL: Aspiring Millennial
13. JOBS EXAMPLESTHE BREAKFAST DASH
THE SCENE
I was getting out of bed. I was getting my
bag ready for the gym and work. I was in a
good mood, ready to get the day started. I
felt like I wanted to conquer the day.
I time all my snacks. I have this snack to
have something before working out. I have
a schedule that I regularly follow. My
schedule that I follow relates to my workout
schedule and getting enough protein
throughout the day.
I have my snacks before the gym at 10 am,
at 3 pm and around 9 pm.
HEALTHY FUEL: Aspiring Millennial
14. JOBS EXAMPLESTHE BREAKFAST DASH
WHY THE SNACK?
I chose the yogurt because it has the amount of protein I like and a low
fat content with low sugars. Also it is something I can take on the go if
needed. The fat content was low enough for me to eat it, based on what
my goals are for the day.
What is the amount of protein and fat in this snack? The fat content I
need or want is low fat. I try to plan my snacks all around that category
but also have a variety.
At that moment it was a tasty snack that was convenient and easy to
travel with while also meeting all the nutritional needs.
I felt like they would make me feel emotionally accomplished as well as
proficient and getting the day started. I like to be efficient and productive
in a day. Because I follow my schedule, the sooner I finish and the more
free time I would have.
HEALTHY FUEL: Aspiring Millennial
15. THE CONSUMER
MUST COME FIRST
JOB Learnings & Recommendations
IT IS IMPERATIVE TO
GET MARKETING
ON-BOARD
ALL DEPARTMENTS
MUST BE IN THE ROOM
AND ON BOARD
R&D
Innovation
Marketing
Product Marketing
17. PROS of IDIs & ETHNOs
DEEP
CONVERSATIONS
with individual consumers on
their snacking stories, either
through detailed interviews or
observing behavior
HEAR & SEE
CONSUMERS
to help with
internalization
COST
EFFECTIVE
if we conduct ourselves
leveraging a moderator
partner to co-lead the IDIs
and organize the recruit
18. CONS of IDIs & ETHNOs
SMALL HANDFUL OF
INTERVIEWS/OBSERVATIONS
No understanding of
BROAD RELEVANCE
of the jobs
EXTREMELY TIME
INTENSIVE
LISTENING to each interview
DEBRIEFING
BACK-END WORK to synthesize and
summarize the information
into Jobs
21. Why we love Quester for
JOBS IDENTIFICATION
MORE
INTERVIEWS
due to AI
100-200
vs. 12-16
MORE
CONFIDENCE
in Jobs
Prioritization
Direction
Statistically-significant base size of interviews
allows for quantification of Job relevance
22. Why we love Quester for
JOBS IDENTIFICATION
They do the
heavy-lifting on
synthesis and
Job-writing
(and does a great JOB
at it – pun intended!)
Cost effective:
It costs more than
doing it ourselves, but
cost-per-interview
significantly less
23. Implementing Jobs –
RECOMMENDATIONS
YOU are the Guardrail
The devil is not in the details—
the MAGIC is in the details
Jobs are everything except
the WHAT
You help marketing and R&D
develop solutions
Communication must tie back to
the job and be transparent