Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
AI for Customer Acquisition: Automating Top-of-Funnel Growth
Your top-of-funnel is the most expensive and least efficient part of growth. AI changes that by automating lead scoring, intent detection, outreach, and ad creative so your team focuses only on prospects ready to buy.
AI & strategy · Mar 30, 2026 · 12 min read
AI for Content Marketing: The Complete Startup Playbook 2026
78% of startups use AI in content marketing but only 12% have a strategy. Here is the complete playbook for using AI to create, optimize, and distribute content that drives growth.
AI & strategy · Mar 29, 2026 · 13 min read
AI for Hospitality: Hotel Management and Guest Experience 2026
Hotels deploying AI see 8 to 15% RevPAR increases and handle 70% of guest inquiries automatically. Here is how AI is transforming hospitality operations and guest experience.
AI & strategy · Mar 29, 2026 · 13 min read
How to Measure AI Product-Market Fit: A Framework for Founders
Traditional PMF metrics fail for AI products because users conflate novelty with value. Here is a practical framework for measuring whether your AI product has real product-market fit.
AI & strategy · Mar 29, 2026 · 13 min read
AI for Advertising and Ad-Tech: Complete Startup Guide for 2026
Programmatic ad spend exceeds $700 billion globally, and AI is giving startups enterprise-level advertising capabilities. Here is how to use AI for advertising in 2026.
AI & strategy · Mar 28, 2026 · 13 min read
AI Agent Orchestration at Scale: Production Deployment Guide
Managing 100+ AI agents in production is fundamentally different from building a single agent. Here is the production deployment guide for orchestrating multi-agent systems at scale.
AI & strategy · Mar 28, 2026 · 14 min read
AI for Accounting: How Startups Automate Financial Operations
AI-native accounting tools automate 98 percent of transaction categorization and cut monthly close from 5 days to 2. Here is how startups should approach AI for finance.
AI & strategy · Mar 26, 2026 · 14 min read
How to Build an AI-First Product Team at Your Startup in 2026
A single developer with AI tools now matches the output of 4 to 5 engineers. Here is how to restructure your team around AI-augmented workflows and new productivity metrics.
AI & strategy · Mar 26, 2026 · 14 min read
AI Scheduling and Calendar Intelligence: A Startup Playbook
Reclaim, Motion, and Clockwise raised over $100M proving AI scheduling works. Here is the strategic playbook for building or integrating AI calendar intelligence.
AI & strategy · Mar 26, 2026 · 14 min read
AI Agents for SaaS Customer Onboarding: Reducing Time-to-Value
40 to 60 percent of SaaS trial users churn during onboarding. AI agents that guide setup, answer questions, and auto-configure integrations cut time-to-value in half.
AI & strategy · Mar 26, 2026 · 14 min read
AI Document Automation for Startups: Contracts and Invoices
80 percent of business data lives in unstructured documents. AI document automation cuts manual processing by 90 percent. Here is the strategic playbook for startups.
AI & strategy · Mar 26, 2026 · 14 min read
Enterprise AI Governance: A Framework for Startup Founders
78% of enterprises require AI governance frameworks from vendors before signing contracts. If you sell AI products to enterprise, governance is not optional. It is a sales enablement requirement that directly affects your close rate.
AI & strategy · Mar 24, 2026 · 15 min read