Notes on applied AI
What we learn deploying agents and automations for established SMBs. Concrete, dated, no hype.
How much does an AI agent cost for an SME? Real 2026 benchmark
Real cost benchmark for an AI agent for SMEs in 2026: setup, infrastructure, LLM, maintenance. No fluff, with actionable price ranges.
Read →AI Agent for SMEs: The Complete 2026 Guide
Everything you need to know about AI agents for SMEs: definition, costs, use cases, ROI and mistakes to avoid. The definitive guide by Houdz.
Read →How to choose your AI agent as an SME: the decisive guide
Concrete criteria to choose the right AI agent for your SME: no-code vs low-code, integrations, scalability. Don't waste 6 months on the wrong tool.
Read →AI Agent for B2B Prospecting: How to Automate Your Sales Pipeline
A B2B prospecting AI agent can qualify leads, send personalized sequences and update your CRM without human intervention at every step. Here's how to deploy one concretely for your SMB.
Read →AI Consultant for SMEs: Do You Actually Need One?
Should your SME hire an AI consultant or handle implementation yourself? The answer depends on your use case — and for most small businesses, the right tool makes the consultant optional. Here's how to decide.
Read →How to Automate B2B Prospecting for SMEs: A Step-by-Step Playbook
A practical automation playbook for SMEs: the exact tools, steps, and ROI numbers to build a semi-automated B2B prospecting pipeline in two weeks without adding headcount.
Read →How to Integrate AI into an SME: A Practical Step-by-Step Guide
Integrating AI into a small or medium-sized business doesn't require a large budget or a technical team. This step-by-step guide shows you where to start, which tools to choose, and how to avoid the classic mistakes.
Read →AI Agent vs Automation: What's the Difference, and Which One Should Your SMB Choose?
An AI agent and an automation (Make, Zapier, n8n) don't do the same thing. Here's the concrete guide to picking the right tool for your use case — no jargon, with real examples.
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