AI Incident Response: What Changes When AI Runs the Investigation
The investigation is where SOC time dies. AI does not just speed it up — it changes what an investigation looks like, who does the thinking, and what gets missed. A traditional incident investigation follows a predictable arc. An alert fires. An analyst opens it, reads the detection logic, and starts collecting context — asset […]
SOAR Playbooks — How AI Generates Response Playbooks
The playbook was the original promise of SOAR. AI changes how they are built, tested, and maintained — but not whether you need them. The traditional SOAR playbook is a flowchart. An alert arrives, conditions are evaluated, and a predefined sequence of enrichment, decision, and response steps executes. Building one takes a detection engineer, a […]
SOAR for Banking — What thePublished Case Study Taught Us
How a mid-tier bank’s SOC went from 4,200 daily alerts and a 6-person team drowning in triage to a structured, automated operation in 90 days. Banks have a specific security operations problem that makes SOAR not optional but essential. They process millions of transactions daily across multiple channels — branch, ATM, mobile, API. They run […]
What Is a Threat Intelligence Platform?
A no-jargon guide to what a TIP does, why it exists as a separate category, and how to tell whether you need one. Your SIEM ingests logs. Your EDR watches endpoints. Your firewall blocks traffic. Somewhere in between, threat intelligence exists — feeds of malicious IPs, domains, hashes, and adversary profiles that are supposed to […]
The SOAR Is Dead. Long Live the AI SOC: A Buyer’s Guide
SOAR is not dead. But the category is being absorbed into something larger. Here is how to evaluate what comes next. Every analyst report in 2025-2026 has declared SOAR dead, dying, or evolving. Gartner folded it into SecOps platforms. Vendors rebranded overnight: yesterday’s SOAR is today’s AI SOC, Autonomous SOC, or Agentic Security Platform. The […]
Your AI Vendor Sends Case Data to OpenAI. Does Your Regulator Know?
Most AI-powered security tools route your alert data through third-party LLMs. In regulated markets, that is a compliance problem hiding in your architecture. Your SOAR vendor added an AI assistant last year. It summarizes cases, recommends response actions, and generates investigation narratives. Your analysts love it. Your compliance team has not asked where the AI […]
Automated Incident Response — What It Actually Means in 2026
The industry has been promising automated response for a decade. Here is what it looks like when it actually works, what it looks like when it doesn’t, and where the line should be. Securaa | July 2026 | 5 min read In 2020, automated incident response meant a SOAR playbook that enriched an IP address […]
The Board Is Going to Ask How Your AI Made That Decision.
What Will You Say? You have about 18 months before this question lands in a board meeting. Here is how to have an answer ready. Boards have learned to ask about cybersecurity. After a decade of headline breaches, most directors can ask competent questions about incident response plans, backup strategies, and third-party risk. They learned […]
How Securaa investigated a phishing alert in 47 seconds
At 10:42 on a Wednesday morning, an employee in accounts payable forwarded an email to the security inbox with a one-line note. This looks off. The email claimed to be from the company’s bank, warned of a hold on an outgoing wire, and asked her to confirm account details through a link. She didn’t click […]
On-prem AI agents: same intelligence, zero cloud dependency
There’s a conversation that plays out in a lot of security teams the moment AI comes up. Someone has seen a demo of an AI agent that triages alerts, writes up cases, and clears the queue overnight. They want it. Then the question gets asked that ends the excitement in about four seconds. Where does […]
