Blog
Ideas on product, artificial intelligence and business for startups and SMBs.
A 90 Day AI Roadmap for Your Startup
A concrete, week by week plan to go from diagnosis to your first AI use case in production without burning cash or time.
Product Metrics for AI: How to Measure If It Works
Model accuracy doesn't tell you if the product is useful. We show you which metrics to actually watch and how to build a dashboard that reflects real value for your users.
AI in e-commerce: where it moves the needle
Search, recommendations, retention, and support: where to apply artificial intelligence in your store and what to prioritize based on its size.
Build or Buy an AI Solution
Before you spend on development, it pays to know when an off the shelf tool is enough and when you need something custom. A simple framework for deciding build vs buy in AI.
Common Mistakes When Applying AI in a Company
The most repeated stumbles when adopting AI are not technical: they are about approach. Here we break them down one by one and show how to avoid them before you spend time and money.
AI for Data Analysis in Small and Midsize Businesses
How an SMB can move from scattered spreadsheets to concrete decisions using artificial intelligence, starting with the data it already has.
How Much an AI Product Costs: A Real Guide
An honest breakdown of what you pay when building a product with artificial intelligence: team, models, infrastructure and maintenance, with ranges and the levers that move your budget.
From Prototype to MVP: Your First AI Product
A validated prototype is not a product. Here's how to cross that bridge with sensible technical decisions, a tight scope, and a budget that won't spiral out of control.
Generative AI for Product Teams
Where generative AI actually helps a product team, with measurable results and the limits nobody tells you about.
Validate a Product Idea with AI, No Code Required
Before you hire developers or kick off an AI project, there are cheap, fast ways to find out if your idea has real demand. Here's how.
AI Chatbots: When They Make Sense and When They Don't
An AI chatbot can take pressure off your support team or wreck your customer experience. The difference comes down to knowing when to use one. Here we give you concrete criteria to decide and what to measure.
AI Automation for Small Businesses: Where to Start
A practical guide to identifying which processes to automate first, how to prioritize by impact and effort, and what mistakes to avoid when getting started with artificial intelligence.
Discovery sprint: validate your AI idea before you invest
A discovery sprint compresses weeks of uncertainty into five days of concrete work. Before spending on development, this process helps you find out whether your idea is worth pursuing and how to execute it.
AI MVP: What to Build First to Validate Your Startup
Before investing months in development, you need to know whether your core hypothesis makes sense. This guide helps you define the minimum scope of an AI product and understand what to leave out from day one.
How to Apply Artificial Intelligence in Your SMB Without a Technical Team
A practical guide for SMB owners and startup founders who want to use AI today: what you can do with existing tools, what requires real development, and how to take the first step without hiring engineers.