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LLM
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…
Practical AI in Cyber Security: the series
This series is about how a small senior team covers security operations work that normally needs a much bigger roster. Everything we write about comes out of a platform we built and still run: more than 100 scheduled…
#cyber-security#llm#security-operations#essential-eight#monitoring
Summarising clinical and referral documents with AI
Every health service we talk to has the same pile: referrals arriving as faxed PDFs, scanned handwriting and email attachments, plus discharge summaries written at the end of a long shift. Someone has to read all of it…
#clinical-documentation#referrals#data-residency#llm#health-informatics
Building a daily AI digest of global health news
Most health IT managers I talk to have the same low-grade problem. There is a folder of newsletters they meant to read, a couple of industry sites they check when things are quiet, and a vague worry that something…