What we learn building systems for small businesses

Practical guides on AI for small businesses: what works, what doesn't and why. No jargon.

Technical

Local LLM vs OpenAI: when running your own model actually pays off

An honest cost-and-compliance breakdown for European SMBs — when self-hosting a model pays off, and when the OpenAI API is the smarter call.

Law firms · AI Assistant | Budgeting | Guide

How much does an AI assistant cost for a small law firm?

Understand the real costs of an AI assistant for small law firms, including setup, hosting, and maintenance, to plan your budget effectively.

Sector · Construction | Guide

How Much Does Construction Estimating Software Cost?

What construction estimating software really costs: setup, licenses, customization, integrations, training, support, and unused features.

Sector · Manufacturing | Guide

How to Track Supplier Certificates Before They Expire

Track supplier certificates before they expire with clear ownership, reminders, document storage, and approval status for food compliance teams.

Real Estate · Guide

Documents to Check Before a Property Sale

Check the documents a real-estate agency should review before a property sale to reduce legal, financial, and ownership risk.

Sector · Accounting | Technical | Guide

How to Automate Quarterly Reports for Accounting Clients

Learn how accounting firms can automate quarterly client reports safely by mapping data, formats, approvals, and review risks first.

Sector · Manufacturing | Technical | Guide

How Technicians Can Check Manuals on the Shop Floor

How maintenance teams can let technicians check machine manuals from the shop floor without losing control of documents or workflow.

Sector · Restaurants | Guide

Who Answers Restaurant Reservations After Hours?

Compare voicemail, staff, booking platforms, answering services and AI for restaurant reservations after hours without losing control.