Daily Edition · Page 6

THE DAILY INDEX

Technology, AI, software, security, crypto and business

HEADLINES & TRENDS

TLDR Founders

HOW AI CHANGES SOFTWARE P&L

Saas used to mean 70% gross margins. AI-native software might cap at 17%. Every AI call is personalized, so caching and multi-tenancy don't reduce your costs. Reasoning models burn 10-100x more tokens than the ones they replaced, so cost per task barely moves even as per-token prices drop. The math: 1 million users at $120 ARPU still leaves you at 17% gross, 11% net. That's consumer goods territory, not Salesforce. Four ways out: 1/10-cost clones (no moat), niche/lifestyle businesses (now viable since build costs collapsed), luxury software (Raya, Bloomberg Terminal), or vertical integration into atoms or services. If your deck still assumes 80% margins because that's what SaaS does, rewrite it this week.

HOW TO BECOME "AI-NATIVE"

AI-native is an organizational label, not a tech one. It is estimated that only roughly 1,000 companies above $5M ARR have actually rebuilt themselves so agents can operate inside the core workflows rather than at the edges. Most companies aren't legible to machines because pricing logic lives in "Final_v7_NEW" spreadsheets, refund policy hides in a Notion doc nobody trusts, and the sales process is "talk to Sarah," so the AI-native shift requires making implicit knowledge explicit: documented decision rules, agent-readable SOPs, clean customer objects, permissions, audit trails, and evaluation loops.

HOW WINNERS PIVOT

A pivot is any change that rewires your unit economics, not a 180-degree rebuild. Before you change anything, map your entire conversion funnel in a FigJam, every marketing touchpoint, landing page, demo, lifecycle, trial, and retentive user, with the conversion percentage written between each step. The worst drop-off tells you which lever to pivot. Then test the pivot MVP-style with five different funnels for the five ICP groups you think will be stickiest, each with its own creative, landing pages, and email sequences. The worst mistake is broadcasting the pivot to the world before you have retentive paying beta testers.

GITHUB COPILOT INDIVIDUAL PLANS: INTRODUCING FLEX ALLOTMENTS IN PRO AND PRO+, AND A NEW MAX PLAN

GitHub Copilot Pro and Pro+ plans now include more total usage at the same price through a new flex allotment. Paid plans now include base credits - once users go beyond that base, a flex allotment is applied automatically, and users can purchase more usage to keep going if they run out of tokens. Code completions and next edit suggestions remain unlimited on paid plans and don't consume credits. A new Max plan has been introduced for sustained, high-volume Copilot work.

PUBLIC STEALTH LEAVES OPPORTUNITY ON THE TABLE. WORKING IN SECRET IS EVEN WORSE

Founders often harm their prospects by staying too secretive about their efforts. Having no public trace of their startup work, such as a domain or LinkedIn update, can cause them to miss out on critical connections and opportunities. Basic visibility, like a personal domain or relevant LinkedIn job listing, helps signal commitment and legitimacy to potential investors and partners.

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