Tech10
Practical

Practical

Actionable guides for companies figuring out where AI fits and how to start.

AllAI ConsultingAI StrategyAI AgentsAI FundamentalsPracticalAI PhilosophyAI for ManufacturingAI for LogisticsAI for EcommerceAI for MarketingAI for Business
Hand-drawn illustration of a fork in a road with two paths splitting
Practical

When to Consolidate AI Tools (And When Consolidating Too Fast Costs More Than the Sprawl Did)

The instinct with AI sprawl is to consolidate fast. Sometimes that's right. Often it's the expensive wrong answer. Four scenarios and a keep/consolidate/kill matrix.

8 min read • Apr 23, 2026
Hand-drawn illustration of a magnifying glass inspecting a single puzzle piece with a closed toolbox sitting nearby
Practical

Stop Picking AI Tools Before You Know the Problem

Every week, someone asks which AI tool they should use. The answer is always the same: it depends on the problem, and most have not defined it yet.

4 min read • Apr 5, 2026
Hand-drawn illustration of two price tags on a balance scale
Practical

The Real Cost of RAG vs Fine-Tuning (What the Pricing Pages Don't Tell You)

2026 dollar math on RAG vs fine-tuning, including the 70% of spend that never shows up on the model bill. With break-even volume and two head-to-head scenarios.

9 min read • Mar 17, 2026
Hand-drawn illustration of a doorway opening from a small room to a larger one
Practical

From Prompting to Agent Design: What Changed for People Building with AI

The day-to-day work of building with AI changed more between 2023 and 2026 than most job descriptions have caught up to. Five mental-model shifts, a skill stack, and a 7-day onramp.

10 min read • Mar 13, 2026
Hand-drawn illustration of two balanced scales with a page on one side and a gear on the other
Practical

Generative AI vs Agentic AI: Side-by-Side for Business Leaders

The same tasks run both ways with real cost math: warehouse receipts, customer support, content production. Plus the afternoon test that tells you which pattern your use case actually needs.

10 min read • Mar 10, 2026
Hand-drawn illustration of a readiness checklist with checkmarks and a gear with a brain pattern inside
Practical

How to Tell If Your Business Is Ready for AI Automation

Not every process should be automated. Here is how to figure out which ones should, what needs to be in place first, and the signs you are not ready yet.

6 min read • Feb 18, 2026
Hand-drawn illustration of tangled winding paths converging to a single clear forward route with a compass
Practical

The AI Jungle: How to Find Your Starting Point

Everyone is talking about AI. Most companies do not know where to begin. Here is how to cut through the noise and find the right first step.

5 min read • Feb 3, 2026