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Why Your AI Assistant Needs an Audit Trail, and How to Add One

Why Your AI Assistant Needs an Audit Trail, and How to Add One

by Sourcetoad | Sep 19, 2025 | AI, Compliance

Image credit: Shutterstock What Is an AI Audit Trail? Audits usually bring to mind binders, checklists, and compliance meetings no one wants to attend. Well, some of us at Sourcetoad enjoy those meetings. But in AI, having a record of what your systems are doing...
Why Digital Transformation Fails, and How to Avoid It

Why Digital Transformation Fails, and How to Avoid It

by Sourcetoad | Sep 12, 2025 | Business, Digital Transformation

Why Most Digital Transformations Miss the Mark Digital transformation has become table stakes for service businesses, but success remains elusive. Despite billions spent, over 70% of digital transformation efforts fail to meet their objectives, according to Forbes....
Stop Selling Hours: Increase Margins in Professional Services with Tech

Stop Selling Hours: Increase Margins in Professional Services with Tech

by Sourcetoad | Sep 5, 2025 | AI, Digital Transformation

There’s a fundamental math problem baked into most professional services firms: if you’re billing by the hour, your revenue is capped by the number of humans you employ and the number of hours in a day. That model can work for a while. But at some point, it becomes...
Replit Is for Building, Not Running: When to Call in Real Engineers

Replit Is for Building, Not Running: When to Call in Real Engineers

by Sourcetoad | Aug 29, 2025 | AI, Vibe Coding

Why Replit Is Great for Prototyping, But Not for Production Replit has become a darling among early-stage founders and prototypers, and for good reason. It offers a low-friction, AI-assisted way to go from idea to working prototype in minutes. Tools like Replit Agents...
Should You Let AI Write Code for You? Productivity vs. Risk

Should You Let AI Write Code for You? Productivity vs. Risk

by Sourcetoad | Aug 22, 2025 | AI, Code

AI coding assistants have become central to modern software development. The CEO of Robinhood recently stated that nearly 50% of their new code is AI-generated, and nearly 100% of their engineers regularly use AI tools like Copilot or Cursor. Atlassian’s study showed...
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Recent Posts

  • Why Your AI Assistant Needs an Audit Trail, and How to Add One
  • Why Digital Transformation Fails, and How to Avoid It
  • Stop Selling Hours: Increase Margins in Professional Services with Tech
  • Replit Is for Building, Not Running: When to Call in Real Engineers
  • Should You Let AI Write Code for You? Productivity vs. Risk

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