All articles/Topic
Artificial Intelligence
Contract review and clause extraction: what AI can and can't do
The first AI idea most firms have is to paste a contract into a chat window and ask what's wrong with it. The output reads well. It names a few issues, sounds confident, and gives a partner no way to tell whether the…
#contract-review#clause-extraction#legal-tech#llm#document-automation
Practical AI for Law Firms: the series
Most of what law firms hear about AI sits at one of two extremes. Either the technology is about to replace junior lawyers, or it is a liability waiting to happen because a court somewhere sanctioned a practitioner for…
#legal-technology#document-review#legal-research#confidentiality#automation
AI-Ready Data and Integration: the series
Every AI system we have put into production has started the same way, and the first few weeks had nothing to do with models. They went on connecting systems that were never designed to talk to each other, working out…
#data-integration#centazio#data-quality#entity-resolution#data-governance
Your AI is only as good as your data: why integration comes first
Almost every stalled AI pilot we get called into looks the same from the inside. The model was fine. The demo worked on the sample extract. Then someone pointed it at production and the answers stopped matching what the…
#data-integration#master-data#ai-readiness#centazio#data-quality
Coding agents in a production .NET shop: what holds up
We have been running Claude-style CLI coding agents against production .NET code for long enough to have opinions that survived contact with a client's release schedule. This post, part of our Practical AI in DevOps…
#coding-agents#dotnet#code-review#developer-productivity#ai-engineering
One small team, 100+ automated checks: anatomy of an AI-assisted monitoring platform
A backup job that has not run for eleven days will not send you an email. Neither will a TLS certificate with nineteen days left on it. The failures that cost our clients money are almost never the loud ones; they are…