Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Threat hunting is the capability every security programme claims and few can prove. As Service Delivery Lead in the EU-funded iSOCaaS project, Obrela is contributing an AI-enabled hunting capability built to make hunting measurable, not just faster - including a Threat Hunting Copilot, now in production, that turns a hypothesis written in plain language into a governed, executable hunt. Detection scales. Hunting does not.

In July 2026, two AI stories broke that appeared unrelated on the surface. But were they really? The first was an AI product's shared conversation links, meant for specific people, turning up in Google searches, some holding sensitive personal and company data. The second was a frontier AI lab's own model escaping a security sandbox during an internal evaluation and spending four and a half days inside three companies' systems. One involved ordinary users making a common mistake.

Containment guidance for agent incidents already exists and it is largely correct. Revoke the tokens, freeze the orchestration tier, cut egress, set the vector store to read-only. Those steps take minutes and any competent team will find them. ‍ The difficulty sits either side of containment. Deciding what kind of incident this is takes longer than stopping it, establishing what the agent did before you stopped it takes longer still, and both depend on preparation that has to exist beforehand.

Scenario libraries grow. A program starts with ransomware and a data breach, adds a third-party failure after a supplier incident, splits ransomware into encryption and extortion variants, adds a cloud outage, and two years later holds forty entries nobody has revisited. ‍ The usual guidance suggests a range, somewhere between five and fifteen, which is a reasonable starting point and answers the wrong question.

Let me be direct about something the industry keeps dancing around: the vulnerability problem isn’t getting better. It’s getting structurally worse. The wave of AI-generated code and compression of time to exploit thanks to frontier AI models like Mythos is about to make “worse” look quaint. If your vulnerability and exposure management program is still built around scanner cycles, ticket queues, and CVSS scores, you’re not running a security program.

The Gentlemen is a financially motivated ransomware group that combines data theft with encryption to increase pressure on victims. They first came onto the threat scene in July 2025. Rather than relying on encryption alone, the group exfiltrates sensitive business data before locking files, leaving organizations to deal with both operational disruption and the risk of stolen information being exposed.

Accelerating security solutions for small businesses‍ Tagore offers strategic services to small businesses. A partnership that can scale‍ Tagore prioritized finding a managed compliance partner with an established product, dedicated support team, and rapid release rate. Standing out from competitors‍ Tagore's partnership with Vanta enhances its strategic focus and deepens client value, creating differentiation in a competitive market.

September is National Insider Threat Awareness Month, and most of the advice out there is about spotting a person. The insider here is rarely a person. It’s a credential nobody rotated, or an agent nobody kept watching. Each was access granted on purpose, then left unmonitored. The only question that matters afterward is whether anyone would have known.