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Reading: Shortening The Software Learning Cycle in a World of Rapid Releases
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Home > Trend & Insight > Insight > Shortening The Software Learning Cycle in a World of Rapid Releases
Insight

Shortening The Software Learning Cycle in a World of Rapid Releases

Mark Mangelson
Mark Mangelson Published Jun 23, 2026
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Shortening the software learning cycle in a world of rapid releases
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Software teams have never moved faster. Between AI coding assistants and modern dev pipelines, release cycles that once took months now happen in days. Vendors are releasing new features to increase the value and stickiness of their solutions for customers and AI is streamlining this, making it easier than ever to experiment, innovate and launch.

Contents
Training has become the bottleneckDelivering hands-on training at scaleRethinking success in customer education
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But shipping new features is only half the battle. Your long-term success depends on whether your customers actually feel confident enough to use them.

When training fails to keep pace with development, adoption stalls and frustration rises. This is why Deloitte suggests doubling down on customer success and education to drive growth this year.

Training has become the bottleneck

Most customer education models are stuck in the past. They rely on passive demos and static videos that show people what a feature is, rather than how to work with it. That approach struggles when software changes continuously and use cases grow more complex.

True proficiency doesn’t come from watching; it comes from doing. Users need to make decisions and even fix mistakes in a safe environment. Without that hands-on experience, they might understand a feature in principle but lack the confidence to use it in practice. As Bryan Ochs of Pearson VUE puts it, “You have to give people a safe place to practice as they’re learning, or they’re going back to work and they’re practicing in production environments.”

Worse still, your training program might look great on the surface, showing that customers “know” about your latest features. Your webinar attendance might be high, and completion rates on learning pathways might look healthy. All of that is a great start, but to get your customers to full adoption, training and enablement needs to move closer to real work.

Delivering hands-on training at scale

To close the gap between “launch” and “adoption,” there are several tactics that you can use, and it’s likely that a mix of these will fit your customer and organization’s needs best.

  • Hands-on virtual IT labs and simulations: Providing users with labs gives them a space to interact with your product in an experience that’s as close to “live” as possible. Customers don’t just see how a feature works; they experience it first-hand through scenarios they’ll actually encounter in the real world. For example, they could analyze data and come to a recommendation for a price promotion using a new AI agent. It’s vital that this happens in a non-production environment that reflects your latest release without risking operations or data. That way, users feel safe to experiment and make mistakes. This also provides amazing feedback for your product teams; you can see exactly where users get stuck, which helps distinguish between features that look good on a roadmap and those that actually improve outcomes.
  • User conferences: These are those key moments when your customers are all in one place, ready to learn. Especially in person, these events are the perfect blend of product launches, teaching, and peer networking. Building your conference around a launch and supporting it with the right training can significantly boost your adoption.
  • Certification and other credentials: For your large product releases, consider adding a specific use case or challenge into a certification. This is particularly relevant for high-stakes tasks where a configuration error causes huge risk—like ensuring cybersecurity resilience through AI-powered threat detection.
  • Peer communities and teaching: When customers share how they use new capabilities or troubleshoot together, learning becomes social. This builds a culture where learning isn’t something customers “catch up on,” but something they do regularly as part of using the software.

Rethinking success in customer education

At the end of the day, successful education hinges on whether your users feel they can use new features effectively to achieve their unique goals. It isn’t about content consumption; it’s about feature adoption and readiness.

In a world where software development continues to accelerate, customer education is a strategic differentiator. The teams that succeed will be those that treat learning as a continuous, hands-on experience that evolves right alongside the product itself. Because, innovation only creates value when people are actually ready to use it.

TAGGED: Corporate Learning, Experiential Learning, Hands on Learning, SaaS, Technology in Education, Training and Professional Development
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By Mark Mangelson
Mark Mangelson is the President and Chief Revenue Officer for Skillable, managing the global Revenue and Services teams. Mark has spent his career working for several high-growth technology companies, most recently as the Vice President of North America for Degreed, where the last seven years were focused on helping the business grow from less than $1M in ACV to the largest learning experience platform in the industry with more than 300 enterprise clients.
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