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EvolveX Hunt. Detect. Defend.
AI Security Consulting

Future-ready AI defense for modern organizations.

EvolveX helps you hunt, detect, and defend against emerging threats targeting AI models, data pipelines, and cloud-native infrastructure—without slowing innovation.

AI model & MLOps security Threat hunting & detection AI governance & compliance
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Typical starting points: AI security baseline, red-teaming pilots, secure MLOps design, and governance frameworks.
Visualizing your AI attack surface: data sources, models, pipelines, identities, and cloud services mapped to active controls and detections.
What we secure

End-to-end security for AI systems.

We combine traditional cyber expertise with deep understanding of machine learning pipelines, LLMs, and data platforms to build practical defenses.

AI model security

Offense-informed

Identify how your models can be probed, poisoned, or abused—and close the gaps.

  • Adversarial & abuse testing
  • Prompt injection & jailbreak analysis
  • Model leakage & privacy risks

Secure MLOps & data

Architecture

Harden pipelines, environments, and data flows across your AI supply chain.

  • Pipeline threat modeling
  • Secrets, keys & access control
  • Data classification & lineage

AI threat monitoring

Operations

Extend your SOC to see and respond to attacks on AI-driven systems.

  • Model & pipeline telemetry
  • Anomaly detection & triage
  • AI-specific incident playbooks
Who we work with

Built for security-critical teams.

EvolveX supports CISOs, security architects, and AI leaders across industries where risk and trust really matter.

Diagram visualizing AI use across multiple industries

We partner with organizations adopting AI for fraud detection, clinical decision support, personalization, automation, and internal copilots—helping them ship features that are both powerful and safe.

Finance & fintech Transaction monitoring, credit scoring, and risk analytics.
Healthcare & life sciences Clinical AI, diagnostics, and protected health data pipelines.
SaaS & enterprise Internal copilots, customer-facing LLMs, and automation.

From pilots to production at scale.

Whether you’re experimenting with a single LLM-backed feature or rolling out AI across dozens of teams, we help you grow with guardrails: clear policies, tested architectures, and measurable controls.

Many clients start with a baseline assessment to map AI assets and risks. Others begin with red-teaming a flagship model or designing a secure reference pattern that product teams can reuse.

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