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LLM
Ad spend guardrails: automated Google Ads reporting and anomaly alerts
A daily read-only Google Ads report with anomaly alerts on runaway spend and dead campaigns, plus an LLM summary owners read. Architecture, costs and limits.
#google-ads#marketing-automation#anomaly-detection#llm#reporting
The robot that chases people: automated reminders, stale quotes and follow-ups
How to build reminder, stale-quote and follow-up automation that people actually trust: due-date semantics, escalation, snooze, and AI-drafted chase messages.
An LLM-triaged SIEM: reviewing thousands of security events a day with a small team
How PicNet runs an LLM triage pass over FortiGate, Entra ID, CloudTrail and SentinelOne logs: the architecture, the costs, prompt-injection risk and human sign-off.
Practical AI in Cyber Security: the series
How a small senior team runs 24/7 security monitoring with LLM triage. Real systems, honest costs and failure modes, from PicNet's own production platform.
#cyber-security#llm#security-operations#essential-eight#monitoring
Summarising clinical and referral documents with AI
Turning free-text referrals and discharge summaries into structured summaries with human sign-off: extraction over abstraction, grounding controls and onshore data.
#clinical-documentation#referrals#data-residency#llm#health-informatics
Building a daily AI digest of global health news
How we built a scheduled AI task that reads global health news overnight and emails a grounded summary each morning, for a few cents a day.