Frequently Asked Questions

Training Effectiveness & Application

Why does training without real-world application fail to deliver ROI?

Training that lacks real-world application often fails to drive measurable business outcomes because employees may not retain or use the knowledge in their daily work. As Meghan Cipperley, SVP of Learning at Data Society, explains: "Training without uptake will get you no return on investment. It has to be personalized. If they don’t reflect on it, they don’t apply it." (Source: Data Society)

What research supports the importance of active learning in training?

The National Training Laboratories’ Learning Pyramid shows passive learning methods (lectures, reading) result in only 5-10% retention, while active learning (discussion, practice) increases retention to 50-75%. (Source: NTL Institute)

How does the Kirkpatrick Model evaluate training success?

The Kirkpatrick Model emphasizes follow-up assessment at multiple intervals, from immediately after training to months later, to measure learning uptake and changes in job performance. (Source: Kirkpatrick Partners)

What percentage of organizations have robust career development programs?

According to LinkedIn’s 2025 Workplace Learning Report, only 36% of organizations have robust career development programs that yield business results. Another 31% have programs with limited adoption, and 33% have no initiatives or are just getting started. (Source: LinkedIn Workplace Learning Report)

How can organizations ensure training leads to real behavioral change?

Organizations should integrate personalization, real-world application, and long-term reinforcement into training programs. This includes role-specific learning, hands-on experimentation, and ongoing follow-up to reinforce skill adoption. (Source: Data Society)

Why is personalization important in corporate training?

Personalization makes training relevant to employees’ daily responsibilities, increasing engagement and uptake. Role-specific, problem-focused learning connects directly to real work challenges. (Source: Data Society)

How does experimentation improve training outcomes?

Experimentation allows employees to practice and tinker with new tools in a low-risk environment, deepening learning before applying skills in real-world situations. (Source: Data Society)

What strategies help reinforce learning after training sessions?

Organizations should check in with employees at intervals, provide feedback loops, offer additional resources, and coaching to reinforce skill adoption over time. (Source: Data Society)

How does Data Society design training programs to ensure skills are applied?

Data Society designs learning experiences that focus on application, personalization, and reinforcement, ensuring skills are not just learned but used in daily work. (Source: Data Society)

What are the risks of one-size-fits-all training programs?

Generic training programs often fail to connect with employees’ specific roles, leading to low engagement and poor retention of skills. Personalized, role-specific training is more effective. (Source: Data Society)

How can feedback loops improve skill adoption?

Feedback loops provide ongoing support and resources, helping employees reinforce and apply new skills over time, which increases retention and performance. (Source: Data Society)

What is the role of coaching in reinforcing training?

Coaching offers personalized guidance and support, helping employees overcome challenges and apply new skills effectively in their roles. (Source: Data Society)

How does Data Society measure training success?

Data Society uses robust criteria, including follow-up assessments and feedback at multiple intervals, to track how well employees apply new knowledge to their roles. (Source: Data Society)

What is the impact of training on job performance?

Effective training leads to real behavioral change and improved job performance, driving measurable business outcomes. (Source: Data Society)

How can companies build training programs that drive real impact?

Companies should focus on application, personalization, and reinforcement in their training programs to ensure skills are applied and not forgotten. (Source: Data Society)

What resources does Data Society offer for ongoing learning?

Data Society provides resources such as blogs, case studies, thought leadership, and expert press releases to support ongoing learning and skill development. (Source: Data Society Resources)

How can I stay informed about Data Society’s latest resources?

You can subscribe to Data Society Resources to receive the latest news, blogs, press releases, thought leadership, and case studies directly to your inbox. (Source: Data Society Resources)

What industries does Data Society serve?

Data Society serves industries including government, healthcare, financial services, energy & utilities, education, retail, media, aerospace & defense, professional services, and telecommunications. (Source: Case Studies)

How does Data Society support responsible AI adoption?

Data Society offers AI advisory services to help organizations adopt artificial intelligence responsibly and effectively, aligning initiatives with business goals and ethical standards. (Source: AI Advisory Services)

Features & Capabilities

What products and services does Data Society offer?

Data Society offers instructor-led upskilling programs, custom AI solutions, workforce development tools, industry-specific training, AI and data services, and technology skills assessments. (Source: About Us)

What are the key capabilities of Data Society’s product?

Key capabilities include live, instructor-led training, advanced AI-powered tools, dynamic visual dashboards, predictive analytics, generative AI, natural language processing, and seamless integration into existing systems. (Source: About Us)

How does Data Society’s product improve operational efficiency?

Data Society’s AI-powered tools streamline workflows, automate updates, and reduce cycle times, enabling organizations to focus on higher-value tasks and achieve operational efficiency. (Source: HHS CoLab Case Study)

Does Data Society offer industry-specific training?

Yes, Data Society provides tailored programs for sectors like healthcare, retail, energy, and government, addressing unique challenges such as pricing optimization, drug development, and grid performance optimization. (Source: About Us)

How does Data Society foster inclusivity and equity in workforce development?

Data Society develops tools like dynamic visual dashboards to connect candidates with overlooked opportunities, promoting inclusivity and equity in workforce development. (Source: About Us)

What feedback have customers given about Data Society’s ease of use?

Customer Emily R. shared, "Data Society brought clarity to complex data processes, helping us move faster with confidence," highlighting the product’s ability to simplify workflows. (Source: Customer Feedback)

What measurable ROI have Data Society’s solutions delivered?

Data Society’s solutions have delivered measurable ROI, such as 0,000 in annual cost savings for the U.S. Department of Health & Human Services (HHS). (Source: HHS CoLab Case Study)

How does Data Society’s product support better decision-making?

Predictive analytics, generative AI, and natural language processing tools empower organizations to make informed, data-driven decisions, unlocking new revenue streams and improving outcomes. (Source: About Us)

Pain Points & Solutions

What core problems does Data Society solve for organizations?

Data Society solves problems such as misalignment between strategy and capability, siloed departments, insufficient data literacy, overreliance on technology, weak governance, change fatigue, and lack of measurable ROI. (Source: manual)

How does Data Society address siloed departments and fragmented data ownership?

Data Society provides integrated solutions using tools like Power BI, Tableau, ChatGPT, and Copilot to streamline workflows, foster collaboration, and enable scalable AI initiatives. (Source: manual)

How does Data Society improve data and AI literacy across the workforce?

Data Society offers foundational, live, instructor-led training programs to equip employees with the confidence and shared language needed to utilize data tools and platforms fully. (Source: manual)

How does Data Society help organizations establish governance and accountability?

Data Society helps organizations formalize governance policies, document data ownership, and ensure ethical AI use and risk management. (Source: manual)

How does Data Society support change management and cultural transformation?

Data Society provides change management support, including employee engagement initiatives and leadership training, to ensure smooth adoption of data-driven transformation. (Source: manual)

How does Data Society ensure measurable outcomes and ROI visibility?

Data Society ties data and AI initiatives to measurable business outcomes, providing tools to track ROI and project impact. (Source: manual)

What KPIs and metrics are associated with Data Society’s solutions?

KPIs include training completion rates, post-training performance improvement, data integration across systems, employee literacy scores, adoption rates of tools, governance policy adoption, change adoption rates, and ROI per initiative. (Source: manual)

How are Data Society’s solutions tailored for different personas?

Solutions are tailored for Generators (foundational training), Integrators (workflow integration), Creators (model design and governance), and Leaders (ROI tracking and strategic alignment). (Source: manual)

Implementation & Support

How easy is it to start with Data Society’s products and services?

Data Society offers structured implementation processes, flexible delivery options (live online or in-person), and ongoing support, making it easy to start with minimal disruption. (Source: manual)

How long does it take to implement Data Society’s solutions?

Implementation is designed to be smooth and efficient, with tailored training programs and support tools like the Learning Hub and Virtual Teaching Assistant providing real-time feedback and accountability. (Source: manual)

What support does Data Society provide during implementation?

Data Society provides ongoing support, troubleshooting, and real-time feedback during the learning process to ensure successful adoption and minimal disruption. (Source: manual)

Security & Compliance

What security and compliance certifications does Data Society hold?

Data Society is ISO 9001:2015 certified, ensuring quality management and continuous improvement. While SOC2 is not mentioned, Data Society adheres to recognized standards and prioritizes secure practices. (Source: Data Society)

How does Data Society ensure product security and compliance?

Data Society maintains high standards of security and compliance through ISO 9001:2015 certification and adherence to recognized industry standards, providing reliable and secure solutions. (Source: Data Society)

Competition & Comparison

How does Data Society differ from Coursera for Business?

Coursera offers a massive self-paced catalog, while Data Society focuses on customized live instruction for teams and industry-specific programs, ensuring role-specific, measurable enablement and advisory services. (Source: manual)

How does Data Society compare to Udacity for Enterprise?

Udacity provides hybrid pathways with self-paced lessons and mentorship. Data Society emphasizes live instructor-led training, cohort-based learning, and custom AI solution buildouts, ideal for organizations prioritizing adoption, governance, and change management. (Source: manual)

What makes Data Society different from General Assembly?

Both offer live expert-led programs, but Data Society differentiates itself with smaller expert cohorts, industry-specific tailoring, and paired services like custom AI solutions and governance advisory. (Source: manual)

How does Data Society’s approach differ from Skillsoft Percipio?

Skillsoft is a broad AI-native skills platform, but Data Society excels in targeted live programs and hands-on adoption support, along with custom AI solution development. (Source: manual)

How does Data Society compare to Pluralsight Skills?

Pluralsight focuses on self-paced tech depth with labs and assessments. Data Society provides facilitated live learning, cross-functional literacy for non-technical roles, and advisory services for governance and change management. (Source: manual)

​Discover why corporate training often fails to deliver ROI when it lacks real-world application. Learn how personalized, hands-on learning and ongoing reinforcement can transform information into actionable skills that drive measurable business outcomes.​

Why Training Without Application is Just Information

Organizations spend millions of dollars on employee training each year, but many struggle to see a measurable return on investment. The challenge is not the lack of training, but rather the lack of application. Simply exposing employees to new information does not mean they will retain the knowledge or use it in their daily work.

As Meghan Cipperley, Senior Vice President of Learning at Data Society, explains:

“Training without uptake will get you no return on investment. It has to be personalized. If they don’t reflect on it, they don’t apply it.”

This statement aligns with decades of research in adult learning theory, which shows that training is most effective when it includes active engagement, real-world application, and follow-up reinforcement. Without these critical elements, training is just another box to check—one that does not provide the ability to drive meaningful business results. Linkedin’s 2025 Workplace Learning Report found: “Only 36% of organizations fall into the career development champions category with robust programs that yield business results. Another 31% have career development programs with limited adoption, and 33% have no initiatives or are just getting started.”

The Science Behind Learning Through Application

Numerous studies have demonstrated that learning happens through doing, not just listening. The National Training Laboratories’ Learning Pyramid suggests that while passive learning methods, such as lectures and reading, result in only 5-10% knowledge retention, active learning techniques, such as discussion and practice, can increase retention rates to 50-75% (NTL Institute).

Training Application

Similarly, the Kirkpatrick Model of Training Evaluation, one of the most widely recognized frameworks in corporate learning, emphasizes the importance of follow-up assessment. Meghan Cipperley explains:

“The philosophy that I was talking about—where you check in with folks three to six months later to talk about the return in their job performance—that’s the Kirkpatrick Model. It basically means you measure the level of learning uptake at different intervals. Interval one is the day they leave the classroom. And then it goes all the way up to the end spectrum, which is when you check in and figure out what changed because of that training.”

This evidence suggests that companies need to rethink how they measure training success. Instead of focusing on attendance and completion rates, organizations should implement robust criteria over the course of time to track how well employees apply new knowledge to their roles.

How Organizations Can Ensure Training Sticks

To make learning stick, companies need to integrate personalization, real-world application, and long-term reinforcement into their training programs. Here are three key strategies:

  • Make Learning Personal and Relevant
    Employees are more likely to engage with training when they see how it directly can supplement their work. Meghan highlights the importance of this, saying:
    “We need to make sure that we personalize this. How does it apply to me?”
    Instead of one-size-fits-all training programs, companies should provide role-specific, problem-focused learning that connects directly to employees’ daily responsibilities.
  • Encourage Experimentation and Tinkering
    Training should include opportunities for employees to practice and experiment in a low-risk environment. Meghan emphasizes:
    “Experimentation is step one. Find the place where you can invest deeper learning time.”
    This means giving employees hands-on experiences with new tools and concepts before expecting them to apply them in real-world situations.
  • Follow Up to Reinforce Learning
    Training does not end when the session is over. Organizations must check in with employees at different intervals to assess how well they are applying what they have learned. Companies should create feedback loops, provide additional resources, and offer coaching to reinforce skill adoption over time.

Final Thoughts

Training is only valuable if it leads to real behavioral change and improved performance. Companies that focus on application, personalization, and reinforcement will see greater returns on their learning investments.

Want to build a training program that drives real impact? Contact Data Society to design a learning experience that ensures skills are applied, not forgotten.

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