SaaS Trial Conversion Rate: What the Benchmarks Actually Tell You
Industry benchmarks say SaaS trial conversion should hit 15-25%. Most products don’t come close — and the gap isn’t about pricing. Here’s what the data actually tells you.
George Cheng
When Your Platform Becomes Your Competitor: What SAP’s New API Policy Signals for Every Founder Building on Enterprise SaaS
SAP’s updated API policy blocks third-party AI agents from accessing its data, and it’s not a SAP story. It’s a preview of how enterprise platforms will use policy as a competitive weapon against the AI ecosystem built on top of them.
What Coinbase’s AI Layoffs Tell Every Founder About Hiring in 2026
Coinbase cut 700 people and cited AI as part of the reason. The coverage focused on the human cost. Founders should focus on the operational model it signals instead.
The Foundation Model Arms Race Is the Best Thing That Ever Happened to Startup Founders
Anthropic is raising at a $900B valuation. The founder instinct is to panic. The non-obvious read: the bigger this arms race gets, the better it is for small builders.
Your SaaS Product Was Built for Humans. AI Computer-Use Is About to Change That.
Every SaaS product was built assuming the user has hands. Computer-use AI just made that assumption worth questioning.
When Your API Provider Is Worth $1 Trillion
Anthropic may hit a $1 trillion valuation. Most founders haven’t seriously gamed out what that means for the products they’re building on top of AI APIs. The risk isn’t just pricing — it’s whether your differentiation lives in a layer you actually own.
LinkedIn’s AI Hiring Agents Hit $450M: What B2B Founders Should Take From It
LinkedIn just disclosed $450M in annual revenue from its agentic hiring tools. That's not a feature metric. Here's what it signals for every B2B founder still building AI as a bolt-on.
What AI Coding Tools Actually Cost (The Real Numbers)
Everyone talks about how much AI coding tools save. Fewer people publish the actual numbers. Here’s a real cost breakdown — including the hidden expenses most founders don’t account for.
The Real Cost of Building Every Feature Yourself (And Why Most Founders Get This Wrong)
Building every feature yourself feels like ownership. It’s usually just overhead. Here’s a clear-eyed look at the real cost of DIY feature development — and how to know when to stop.
The Most Underrated Skill in AI Product Development Is Saying No
Most founders making AI product development decisions right now are walking into the same trap: building is too easy. The cost of shipping a feature dropped to near zero.
Why AI's Next Hardware War Is Happening at the Edge, Not in the Cloud
Edge AI chips are where startups should focus. The real hardware battle is not in cloud GPUs. It is in embedded, low-power, device-side inference.
What Cerebras Going Public Means for Every Founder Building on AI Infrastructure
Cerebras filing for IPO at $35B reveals the compute layer beneath every AI product is consolidating fast. Here is what founders building on AI infrastructure need to understand about pricing power and switching costs.