Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
AI for Restaurant Operations: Kitchen, Floor, and Supply Chain
AI is reshaping every layer of restaurant operations, from kitchen display routing and demand-based prep planning to dynamic pricing and supply chain optimization. Here is how to apply it across your entire operation and what ROI to expect.
AI & strategy · Jun 28, 2026 · 14 min read
AI for Food and Beverage Industry: From Farm to Consumer
The food and beverage industry operates on razor-thin margins with massive complexity at every stage. AI is reshaping the entire value chain, from agricultural sourcing and production optimization to cold chain monitoring and consumer personalization. Here is what the technology stack looks like in practice.
AI & strategy · Jun 28, 2026 · 14 min read
How to Build a B2B Procurement and Vendor Management Platform
Most procurement teams still run on email threads, shared spreadsheets, and manual approvals. Here is how to build a platform that handles the full procure-to-pay cycle, manages vendor relationships, and gives finance teams real visibility into spend.
AI & strategy · Jun 28, 2026 · 15 min read
Vertical AI Agent Playbook: How to Build for One Industry
Horizontal AI wrappers churn at 8 percent monthly. Vertical AI agents retain at 90 percent annually. This playbook covers industry selection, data moats, pricing, and the path from one agent to a platform.
AI & strategy · Jun 27, 2026 · 15 min read
AI for Real Estate Property Management and Operations
AI is transforming property management from reactive to predictive. Here is where it delivers real ROI: tenant communication, maintenance forecasting, rent optimization, and lease processing.
AI & strategy · Jun 24, 2026 · 14 min read
AI-Native ERP vs SAP, Oracle, and NetSuite: Decision Framework
SAP, Oracle, and NetSuite are bolting AI features onto architectures built decades ago. A new category of AI-native ERP is being built from scratch with intelligence at the core. Here is how to decide which path fits your company, budget, and five-year plan.
AI & strategy · Jun 23, 2026 · 14 min read
AI for Tax Preparation and Accounting: Automation Playbook
AI can automate document intake, transaction categorization, reconciliation, and form generation for tax and accounting work. Here is what it handles, what it cannot, and how to implement it.
AI & strategy · Jun 23, 2026 · 14 min read
AI Company Brain: Building a Knowledge OS for Your Organization
Your organization's most valuable asset is not code, headcount, or capital. It is the collective knowledge buried in Slack threads, Confluence graveyards, Notion sprawl, and the heads of employees who might leave next quarter. An AI company brain turns all of that into a unified, queryable knowledge operating system your entire team can access in plain English.
AI & strategy · Jun 23, 2026 · 14 min read
AI Agent Payments and Billing: Infrastructure for Agentic Commerce
AI agents are buying, selling, and transacting on behalf of humans at a scale traditional payment infrastructure was never designed for. Here is how to build the billing and payment layer that autonomous agents actually require.
AI & strategy · Jun 23, 2026 · 14 min read
AI Company Brain: Building a Knowledge OS for Your Startup
Your startup's most valuable asset is not code or customers. It is the collective knowledge trapped in Slack threads, Notion pages, and the heads of senior employees. An AI company brain turns all of that into a searchable, queryable operating system for your entire organization.
AI & strategy · Jun 19, 2026 · 14 min read
How to Build Software for AI Agents: APIs and Machine-Readable Docs
AI agents are becoming the primary consumers of your APIs. This guide covers everything from structured responses and machine-readable documentation to authentication, rate limiting, and testing with real agents.
AI & strategy · Jun 19, 2026 · 14 min read
AI for Healthcare Administration: Billing, Coding, and Claims
U.S. healthcare burns over $500 billion a year on administrative waste. AI-powered billing, coding, and claims automation is finally making that number shrink, and the ROI is measurable within months.
AI & strategy · Jun 19, 2026 · 14 min read