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LLM
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
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…
Answering from your own documents: a policies and procedures assistant for any business
Most of the questions that clog an HR inbox or an operations channel have already been answered in writing. The leave policy says what happens when a public holiday falls during annual leave. The installation manual…
Ad spend guardrails: automated Google Ads reporting and anomaly alerts
Most organisations we work with have alerts on cloud spend. If an AWS account jumps 30% overnight, someone gets paged. The same organisation will spend a comparable amount on Google Ads and review it once a month, in a…
#google-ads#marketing-automation#anomaly-detection#llm#reporting
The robot that chases people: automated reminders, stale quotes and follow-ups
Most operations teams have a version of the same list. Quotes sent three weeks ago with no answer. A job waiting on a client document since before the last public holiday. A renewal that needed a conversation in June…
An LLM-triaged SIEM: reviewing thousands of security events a day with a small team
Most health providers we talk to have the same shape of problem. Log sources everywhere, a security budget that funds part of one person's week, and an alert console nobody has opened since the fortnight after it was…