Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
AI Readiness Assessment: Is Your Startup Ready for AI in 2026?
Most startups waste their first AI budget building something they are not ready for. This assessment framework tells you exactly where you stand and what to fix before writing a single line of model code.
AI & strategy · Aug 3, 2026 · 13 min read
AI for Legal Contract Review and Automation: 2026 Playbook
Most legal teams still review contracts the same way they did in 2015. AI contract review automation is not incremental improvement; it is a structural shift in how legal work gets done.
AI & strategy · Aug 3, 2026 · 14 min read
AI for Competitive Analysis: Automating Market Intelligence
Most teams treat competitive analysis as a quarterly slide deck that is stale by the time it ships. AI-powered market intelligence runs 24/7, catches signals humans miss, and costs less than a single analyst.
AI & strategy · Aug 3, 2026 · 14 min read
Vertical AI Agents for Professional Services: Build or Buy?
Vertical AI agents automate billable workflows in accounting, legal, and consulting firms. This guide covers use cases, build vs buy analysis, implementation patterns, and ROI calculations with real numbers.
AI & strategy · Jul 30, 2026 · 16 min read
AI for Compliance Audit Automation: SOC 2, HIPAA, and Beyond
Compliance audits drain hundreds of engineering hours every year. AI automation can cut evidence collection time by 80%, shift from point-in-time snapshots to continuous monitoring, and reduce total audit costs by $50,000 or more annually. Here is how to implement it across SOC 2, HIPAA, and ISO 27001.
AI & strategy · Jul 30, 2026 · 16 min read
AI for Semiconductor Supply Chain: Visibility and Forecasting
Semiconductor supply chains are among the most complex on the planet, with lead times stretching 26 to 52 weeks and geopolitical risks reshaping sourcing overnight. Here is how AI is giving chip buyers and manufacturers the visibility and forecasting accuracy they need to stay ahead.
AI & strategy · Jul 30, 2026 · 16 min read
When AI Agents Replace Your SaaS Subscriptions: Founder Guide
Your company is paying for 15 SaaS subscriptions. Half of them do things an AI agent can handle better, faster, and cheaper. Here is a practical breakdown of which tools are most vulnerable, which are safe, and how to start replacing subscriptions with agents.
AI & strategy · Jul 29, 2026 · 16 min read
Distribution Strategy for AI Startups: Getting First Customers
Most AI startups die not because their models are bad, but because they never solve distribution. The trust gap, education burden, and ROI uncertainty make acquiring customers harder than in traditional SaaS. Here is a practical playbook for getting your first customers across five proven channels.
AI & strategy · Jul 29, 2026 · 16 min read
AI for B2B Sales Enablement: Automating the Enterprise Pipeline
Enterprise B2B sales cycles are long, complex, and full of friction that kills deals before they close. AI sales enablement tools are changing the equation by automating lead scoring, personalizing outreach at scale, and giving revenue teams the intelligence they need to win more deals faster.
AI & strategy · Jul 25, 2026 · 14 min read
AI for SEO: How Startups Are Ranking Faster With AI in 2026
SEO remains the highest-ROI channel for startups because it compounds over time and you own the traffic. Here is how the fastest-growing startups in 2026 use AI to research keywords, create content that ranks, automate technical SEO, and measure results.
AI & strategy · Jul 25, 2026 · 14 min read
AI for E-Commerce Conversion: Browse-to-Buy Optimization 2026
The average ecommerce store converts just 2-3% of visitors into buyers. AI is changing that by optimizing every step of the funnel, from personalized product discovery to intelligent checkout flows. Here is how leading brands are using machine learning to unlock measurable revenue gains.
AI & strategy · Jul 25, 2026 · 14 min read
AI for App Store Optimization: ASO With Machine Learning 2026
Most app teams pour money into paid acquisition while ignoring the compounding power of organic installs. AI is changing ASO from a manual guessing game into a data-driven growth engine. Here is how to use machine learning across every layer of your store listing.
AI & strategy · Jul 25, 2026 · 13 min read