Blog
Every article filed under AI. We write about how a company builds its own system without needing a developer to do it.
Apexloop has its own MCP server. We walk through one concrete example of how an AI agent connects to your workspace, what it can read, how it proposes a change, and why writing always waits for your approval.
MCP is an open protocol that gives AI assistants access to data in business systems - without a manual integration for every tool. We explain how it works and why most business software will run on it within a few years.
The US government ordered Anthropic to suspend access to Claude Fable 5 and Mythos 5 models just three days after their launch. What this incident means for companies building agentic AI into their key processes.
Anthropic announced new models Claude Fable 5 and Claude Mythos 5. Fable 5 is designed for general use, Mythos 5 uses the same underlying model with relaxed constraints and remains
No talk of transformation or productivity. Five concrete tasks you can hand to AI in a business system this week, three where a human should have the last word, and one rule that holds it all together.
A quote, a client list, a payroll table - every day someone on the team drops something like that into an AI tool. Three places that data can end up, and nine questions worth asking a supplier before an incident rather than after one.
Writing software was always the cheap part. AI made exactly that part cheaper and left the expensive part untouched. What happens to a generated app over its first year in production, and how to work out in advance who carries it.
You hear 'AI agent' everywhere today, but few people say exactly what that means for company data. We break down what such an agent can really do - and where it should always stop and ask for your permission.
