Libsyn Directory

Start Small, Think Big: Why Most AI Strategies Fail Before They Start

Develpreneur: Become a Better Developer and Entrepreneur

Release Date: 03/31/2026

AI Data Foundation: Why Your Systems Matter More Than Your Tools

Develpreneur: Become a Better Developer and Entrepreneur

Having a strong AI data foundation is the real starting point for any successful AI initiative, yet it’s the part most teams overlook. In our latest conversation with , one thing becomes clear early: companies are focusing too much on AI tools and not nearly enough on the systems those tools depend on. That mismatch is where most problems begin. About Matt Soltau is the Global Director of Strategy & Operations at IntelliPaaS. He specializes in helping organizations untangle complex, legacy tech stacks so they can successfully implement secure, compliant, and scalable AI...

Why AI Projects Fail: What Most Businesses Get Wrong

Develpreneur: Become a Better Developer and Entrepreneur

Understanding why AI projects fail is critical before you invest time and money into automation. Most failures aren’t caused by bad tools—they’re caused by poor preparation, unclear goals, and broken processes that AI simply makes worse. https://www.youtube.com/watch?v=q4rvXGMWrtI Why AI Projects Fail Without a Clear Foundation One of the biggest reasons why these projects fail is that companies skip the basics. Common issues include: Poor data quality Undefined workflows Lack of documentation AI depends on structure. Without it, results become inconsistent and...

Future of Developers AI: How the Role Is Changing Right Now

Develpreneur: Become a Better Developer and Entrepreneur

The future of developers' AI is already unfolding—and it’s not about developers being replaced. It’s about developers evolving. As AI tools take over more coding tasks, the real shift is in how developers create value. Why Coding Alone Isn’t Enough One of the biggest changes in the future of developers' AI is that coding is no longer the primary differentiator. AI can now: Generate boilerplate code Stand up projects quickly Handle repetitive tasks Developers who focus only on syntax will struggle as these capabilities become standard. Developer Skills in...

Start Small, Think Big: Why Most AI Strategies Fail Before They Start

Develpreneur: Become a Better Developer and Entrepreneur

If you’re trying to implement AI in your business, the best advice might sound counterintuitive: start small, think big AI. Most companies rush into AI expecting transformation, but without the right foundation, they end up accelerating broken processes instead of improving them. Why AI Fails Without a Foundation There’s a growing pressure on organizations to adopt AI quickly—but most aren’t ready. Most mid-market companies: Don’t have documented processes Store data in scattered systems Lack of clarity in workflows Trying to implement a start small, think...

ERP Implementation Strategy: How to Get ERP and CRM Projects Right

Develpreneur: Become a Better Developer and Entrepreneur

An effective ERP implementation strategy starts long before any software is selected. Most failures happen not during deployment, but during planning—when organizations rush into tools without clearly defining outcomes, aligning teams, or preparing their processes. In this episode, Dustin Domerese shifts the conversation from failure to execution. Instead of focusing on what goes wrong, he outlines what a successful ERP implementation strategy actually looks like in practice—from defining problems to managing change and delivering results in smaller, meaningful increments. If the...

ERP and CRM Implementation: Why Most Projects Fail Before They Start

Develpreneur: Become a Better Developer and Entrepreneur

Most ERP and CRM implementation efforts don’t fail during execution—they fail before the project even begins. In this episode, the hosts sit down with Dustin Domerese, who brings nearly two decades of experience in SAP and Microsoft consulting. Early in the conversation, a clear pattern emerges: companies jump into ERP and CRM implementation without fully understanding what these systems actually are—or what they require from the business. If you’ve ever seen a project spiral out of control, take years instead of months, or fail to deliver value after launch, the root cause...

Scaling with Virtual Assistants Without Losing Control

Develpreneur: Become a Better Developer and Entrepreneur

There's a point in every business where doing everything yourself stops being admirable and starts being the bottleneck. The shift from operator to leader doesn't happen automatically — it requires intention, structure, and systems built to outlast your own bandwidth. In this episode of Building Better Developers, Antwon Person pulls back the curtain on how he built and managed a virtual assistant team without creating operational chaos. What follows is a breakdown of his approach — and what other entrepreneurs can take from it. Hire for Zones of Excellence, Not Versatility ...

The Entrepreneurial Mindset: Moving From Side Hustle to Company

Develpreneur: Become a Better Developer and Entrepreneur

There's a big difference between being busy and building something that lasts. Many entrepreneurs don't realize they're stuck in that gap. They're working hard, juggling responsibilities, hustling nights and weekends — but the business isn't really moving forward. In this episode of Building Better Developers, Army veteran and founder of Skillful Brands, Antwon Person, breaks down what actually creates forward momentum in a business. And it's not hype, hacks, or grinding harder. It's mindset, structure, and knowing when to leverage. The Entrepreneurial Mindset Isn't About...

Keeping Forward Momentum When You’re Overloaded: Small Wins + AI Guardrails

Develpreneur: Become a Better Developer and Entrepreneur

If you’ve ever hit that point where you’re “still functioning,” but everything feels heavier—this episode is for you. In Building Better Developers, the hosts frame this season around getting unstuck and building forward momentum—even when life is busy, messy, and your energy is running low. In this conversation with Andrew Stevens, the throughline is practical: communicate early when you’re behind, shrink work into achievable chunks, and put real AI guardrails in place so “helpful tooling” doesn’t turn into a trust incident. Forward Momentum starts with...

Building Forward Momentum as a Developer Entrepreneur

Develpreneur: Become a Better Developer and Entrepreneur

Building forward momentum isn’t about moving fast. Rather, it’s about moving intentionally — especially when transitioning from developer to entrepreneur. In Season 27 of the Building Better Developers podcast, we explore what it truly means to keep progressing when challenges, distractions, and new responsibilities threaten to slow you down. In this episode, Andrew Stevens — software engineer, multi-time founder, CTO, and board member — shares how building forward momentum has shaped his multi-decade journey through technology and startups. Instead of focusing on overnight...

More Episodes

Why AI Fails Without a Foundation

There’s a growing pressure on organizations to adopt AI quickly—but most aren’t ready.

Most mid-market companies:

Don’t have documented processes

Store data in scattered systems

Lack of clarity in workflows

Trying to implement a start small, think big AI strategy without fixing these issues leads to failure.

AI doesn’t create clarity. It amplifies whatever already exists—good or bad.

How Start Small Think Big AI Actually Works

The phrase start small, think big AI isn’t just a mindset—it’s a strategy.

Instead of trying to automate everything:

Start with one process

Improve it incrementally

Learn what works

Expand from there

This avoids the common mistake of trying to “AI everything” at once.

AI Depends on Your Domain Expertise

One of the most overlooked truths:

You are already the AI expert in your domain.

Whether you’re in:

Logistics

Construction

Operations

Your knowledge provides the context AI needs.

A start small, think big AI approach works because it leverages what you already know instead of replacing it.

The value isn’t in the AI tool—it’s in the context you provide.

Why Start Small Think Big AI Requires a Mindset Shift

Traditional IT thinking:

Hire experts

Deliver solutions

Move on

AI changes this completely.

With a start small think big AI mindset:

Business users provide insight

Technologists guide implementation

Solutions evolve iteratively

This is a shift from solution-first to problem-first thinking.

Empathy: The Hidden Skill Behind Start Small Think Big AI

The most important skill in AI adoption isn’t coding—it’s understanding.

To succeed, you must:

Identify real pain points

Listen to users

Understand workflows

This is why modern technologists are becoming business analysts.

If you don’t understand the problem, AI won’t give you the right answer.

Start Small Think Big AI in the “AOL Era” of Technology

We’re still early.

As described in the episode:

“We’re in the AOL days of AI.”

That means:

Tools are immature

Standards are evolving

Opportunities are massive

A good AI strategy positions you to grow as the technology matures.

Conclusion

The companies that win with AI won’t be the ones who move fastest—they’ll be the ones who build correctly.

By following a start small, think big AI approach, you:

Reduce risk

Build momentum

Create scalable systems

Takeaway:

Don’t try to transform everything with AI. Start small, think big, and build forward.

Stay Connected: Join the Developreneur Community

👉 Subscribe to Building Better Developers for more conversations on momentum, leadership, and growth. Whether you’re a seasoned developer or just starting, there’s always room to learn and grow together. Contact us at info@develpreneur.com with your questions, feedback, or suggestions for future episodes. Together, let’s continue exploring the exciting world of software development.