Practical Intelligence on AI & Strategy

The cost to build a SaaS product varies from $0 to $500K+ depending on approach. Here's an honest breakdown by path — so you can choose the right one for your situation.

You don't need a two-year MBA to build business competence. Here's the framework thousands of founders use to learn what matters — faster and cheaper.

Most successful founders don't have MBAs. But that doesn't mean business education doesn't matter. Here's what you actually need — and what you can skip.

Unit economics tell you whether you make or lose money on each customer. Understanding them is non-negotiable for any founder serious about building a scalable business.

Most founders assume financial modeling is too technical to learn. The truth is more nuanced — and more useful. Here's what's actually hard, and what isn't.

Vibe coding lets founders and entrepreneurs build real software products using AI — no traditional programming required. Here's what it is and why it matters.

Tesla's Q3 R&D spend jumped 69% to $2.76 billion on AI and autonomy bets, and operating income fell 56% to $718 million. Deliveries still beat Wall Street.

Netflix's profit jumped 47% and margins hit a record 34.6%, yet it cut 1,000 jobs and trimmed its 2026 ad revenue forecast by 10%. The efficiency bar just moved for every operator.

Microsoft canceled its anchor lease at Nscale's largest UK data center over grid delays stretching to the 2030s, days before Nscale's $35 billion IPO. Power, not chips, is now the binding constraint on AI infrastructure bets.

Proofpoint agreed to buy Varonis for $6.3 billion, a 52% premium at just 8.4x revenue. For founders, that multiple says more about where the AI premium actually lives than any funding round.

Eight states sued OpenAI in a single day, each filing separately under its own consumer protection law. The claim: ChatGPT's design, not just its content, puts children at risk.

Nvidia is weighing a full acquisition, a bigger stake, or an acqui-hire of Reflection AI, last valued at $25 billion. The structure it picks reveals how it plans to dodge antitrust review.

Gannett's USA Today network sued OpenAI on October 8, seeking over $250 million for training on 19 newspapers' articles. The DMCA metadata claim inside it is the one every AI builder should read.

A Financial Times report put OpenAI's annualized revenue near $50 billion, $20 billion below the figure investors had circulated. Oracle, Nvidia and CoreWeave fell within hours.

Schneider Electric is paying $22.6 billion for PTC, under 10 times ARR, in its third industrial software acquisition this year. The multiple is the real signal for SaaS founders eyeing an exit.

Anthropic's safety system reported a Florida user's threatening chat to police, triggering a felony charge, the third such case since August. It previews the liability every AI builder with memory features will face.

Amazon is exploring a special-purpose vehicle to move $8 billion of Nvidia chips off its balance sheet, then lease them back for AWS. The risk, not the cash, is what's actually moving.

Anthropic's leaked IPO prospectus shows $518 billion in decade-long compute commitments, 80% owed regardless of demand. It's the clearest look yet at what backs frontier AI pricing.