News

alarm fatigue

Alarm Fatigue: Headcount Is Not the Answer

Adding operators to an overwhelmed alarm queue doesn’t fix alarm fatigue — it just spreads the desensitization across more people. The real issue is signal quality: when most alarms carry no meaningful action, operators learn to tune them out. The fix is filtering the noise at the source, not growing headcount.

Shilpa Ullas

A Day in the Life of a Machine Learning Engineer

Building an accurate model is easy — the real test is a live camera feed. Shilpa Ullas, ML Engineer at DeepAlert, shares the edge cases, “heroic detections,” and how a noisy site gets tuned. AI surfaces the event; the monitoring team makes the call.

Transforming Video 
Surveillance with Agentic AI

The latest episode of the International Security Journal podcast features DeepAlert in an in-depth conversation about agentic AI and its implications for video surveillance — one of the most significant technology shifts the industry has seen.

DeepAlert Product Roadmap 2026: A Look at What’s Ahead

On 2 June, DeepAlert hosted its annual Product Roadmap meeting with customers at Securex South Africa. The session was presented by Ryan Bromfield, Head of Product, and set out what customers can expect from the platform for the remainder of the year.

DeepAlert at Securex 2026

Securex 2026 marked DeepAlert’s fifth consecutive year at South Africa’s premier security exhibition. Members of our UK team joined the South African team on the ground at Gallagher Convention Centre in Johannesburg.

Scroll to Top