Field notes on shipping AI.
Practical guides on AI consulting, dashboards, SaaS MVPs, RAG, and AI agents — written by the team that builds them. No hype, just what works in production.
AI Consulting for Small Business: A Practical 2026 Guide
What AI consulting really does for an SMB — services, pricing, ROI, and how to pick a partner.
8 min read → AI AgentsAI Agents for Business Operations
What agentic automation is, where it pays off, and how to deploy AI agents safely.
9 min read → SaaSWhat It Costs to Build an AI SaaS MVP
Realistic price ranges and timelines for an AI SaaS MVP — and what drives the budget.
8 min read → DashboardsCustom Dashboard Development
When to build a custom dashboard instead of buying BI — scope, cost, and features.
7 min read → AI EngineeringRAG Implementation: Grounding Your LLM in Your Own Data
How retrieval-augmented generation works, the architecture, and how to cut hallucinations.
9 min read → AI StrategyBuild vs. Buy AI: A Decision Framework
A clear framework for deciding when to build custom AI vs. buy off-the-shelf.
7 min read → AI EngineeringFrom Demo to Production: Why AI Projects Don't Ship
Why most AI demos never ship — and what production-grade AI actually requires.
8 min read → AutomationAI Workflow Automation: 12 Ops Tasks for Agents
12 operations tasks you can hand to an AI agent today.
8 min read → DashboardsReal-Time Analytics Dashboards
How real-time dashboards turn operational data into faster decisions.
7 min read → HiringHow to Choose an AI Development Agency
9 questions that separate real AI engineering teams from the hype.
8 min read →Have a project in mind?
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