Sillewa · An ongoing brief for owner-led businesses navigating AI transformation.
Most companies aren't where they think they are on AI.
They've heard the hype. They've maybe bought some licenses. A few employees use ChatGPT on the side. Most don't. The CEO can't articulate what "doing AI" actually means for the business — because no one in the company can.
This pattern repeats across companies of every size. We've watched it play out in dozens of SMBs across services, manufacturing, B2B SaaS, logistics, and professional services. The companies that get unstuck have one thing in common: they figure out which of four phases they're actually in. From there, the right next move is usually obvious. The companies that stay stuck tend to do so because they're applying the wrong phase's playbook.
Sillewa exists to help with that figuring out. Sometimes that's just reading these pages and acting on what you find. Sometimes it's a 90-day fractional advisor partnership. Sometimes it's an embedded operator sitting in your weekly ops review for a quarter. The right shape of engagement depends on where you actually are. Most of what we publish is free, and most of it should let you make real progress without ever speaking to us. The good engagements happen later, on your timing.
Here are the four phases, in order. Each one links to a longer page with specific moves you can make this week.
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1. Exploration
A few people are using AI on the side. The company hasn't decided what to do about it. 60% of leaders globally say their company has no AI plan — that's the most common position to be in, by a wide margin. The first move is small: 20 minutes tonight using ChatGPT on a real task, then a quick survey of your team to find out who's already using AI on the side without telling you. Where to actually start →
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2. Adoption
You bought the licenses. You hired the consultant. You ran the pilot. The returns aren't there yet. 95% of generative AI pilots show no measurable ROI, despite tens of billions in enterprise spend — but the same research shows pilots structured the right way succeed two-thirds of the time. The fix is rarely the tools. It's redesigning one workflow, proving it, then building a model the rest of the company can copy. Why your investment isn't paying off →
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3. Turning the corner
A small group on your team is doing real work with AI. The rest of the company isn't. The gap is widening and you can feel it. The peer-reviewed evidence is striking: AI gives novice workers 34% productivity gains; experts gain almost nothing. AI raises the floor, not the ceiling. The right Phase 3 strategy isn't "ask your best people to use AI more" — it's giving your existing power user the time and the mandate to spread their work. Turning curiosity into results →
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4. Scale & structure
AI is changing your org chart. The decisions are about people you've worked with for years and brand trust you've spent your career building. Klarna replaced the work of 700 customer service agents with AI in 2024 — then publicly reversed in 2025 when customer satisfaction collapsed. The lesson isn't "don't restructure"; it's stage your decisions by reversibility. Make the reversible ones first; learn from them; only then make the harder-to-reverse ones. Restructuring your business →
What we believe at Sillewa
- Most "AI strategy" is overcomplicated. Most "AI tools content" is overhyped.
- Where you are matters more than where the market is going.
- The biggest unlock is almost always rewiring how the work flows — not the AI itself.
- Give people what they need now. The good engagements happen later, on their timing.
If you'd rather not run the moves alone
Sillewa works as a fractional advisor or embedded operator for owner-led businesses, roughly 30 to 500 employees. Most engagements start as a 90-day partnership — weekly leadership conversations, a clear plan, and the strategic counsel an SMB would normally only get from hiring a full-time AI lead. From there, we often embed alongside the team that needs to execute it. Here's how that actually works →
The newsletter
One email a week — a specific play to try, a real story from inside an SMB, and a link to one new resource. No pitch. We're putting it together now and want it in front of the right readers from day one.
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That's it. The point is to give you what you need now and let the engagements happen later, on your timing.