Darktrace vs Vectra AI

The investigation engine inside every Darktrace product: triages each alert the way a human analyst would, using Darktrace's DEMIST-2 and DIGEST models to correlate events into an incident narrative and write the report -- Darktrace says it accelerates triage by 10x. Not sold on its own.

Personalised security coaching: phishing simulations and bite-size e-learning tuned to each employee's behaviour, feeding what it learns back into the platform's detection.

External attack-surface discovery that finds the internet-facing assets an organisation does not know it owns and scores the exposure they create.

Cloud detection and response across multi-cloud environments: maps identities, roles and permissions, detects lateral movement and insider threats, and enforces compliance baselines.

Email security that learns each mailbox's normal correspondence to stop novel phishing, account takeover and business email compromise, with add-on modules for data loss prevention, messaging apps and DMARC.

Endpoint detection and response that builds a pattern of life for each device, including standalone and remote endpoints, and contains threats that deviate from it.

Automated forensic capture for cloud, container and ephemeral assets, triggered from any alert source over API so evidence is preserved before it disappears.

Identity threat detection and response that learns how each account normally behaves across SaaS, cloud and network to catch account takeover and credential misuse that perimeter tools trust by default.

Incident readiness that generates bespoke, AI-written response playbooks for a customer's own environment and supports recovery and compliance reporting after an attack.

Network detection and response that models normal traffic for every device and user inside the customer's own environment, then detects and contains known and unknown threats without cloud-trained signatures.

Operational-technology security that protects industrial production assets and the IT systems connected to them in one model, covering risk management, detection and response for OT networks.

Exposure management that ranks a customer's attack paths and vulnerabilities by the AI's model of their estate, so remediation targets the risks most likely to be exploited.

Security for an organisation's own AI agents and assistants: learns how each agent normally behaves and what access it accumulates, and flags drift, misuse and prompt-driven abuse before it spreads.

Darktrace's self-learning security platform, sold as a set of natively integrated products (network, email, cloud, OT, identity, endpoint and AI-agent security) that share one Adaptive AI model of what is normal for a customer and respond autonomously when behaviour deviates; being renamed the Behavioral Defense Platform.

Cloud Detection and Response solution for AWS.

Microsoft 365 and hybrid cloud threat detection.

Detection and response coverage for Microsoft 365 Copilot usage.

Identity Threat Detection and Response across Active Directory and Entra ID.

Managed extended detection and response delivered by Vectra's analysts on top of its own platform.

Network detection and response platform that models attacker behaviour across network, identity and cloud traffic to surface intrusions signature-based tools miss.