AI security services for real-world systems.

From adversarial testing of individual models to designing secure MLOps platforms, we tailor engagements to your stack, risk profile, and delivery timelines.

Core capabilities

Where EvolveX typically plugs in.

AI Model Security Assessment

Red-teaming

Understand how an attacker could exploit or abuse your AI models in practice.

Adversarial robustness testing
Prompt injection & jailbreak attempts for LLMs
Model extraction & inversion risk assessment
Misuse scenarios for internal and external users

Secure MLOps & Pipeline Design

Architecture

Design and implement secure-by-default pipelines for training, evaluation, and deployment.

End-to-end pipeline threat modeling
Identity, secrets & access management
Data classification, encryption & lineage
Secure CI/CD for models & features

AI Threat Detection & Monitoring

Operations

Give your SOC visibility into model behavior, pipeline tampering, and AI-specific signals.

Telemetry design for models & services
Detection rules for anomalous AI behavior
Integration into SIEM/SOAR/XDR
AI-aware incident response runbooks

Governance & strategy

Make AI safe, responsible, and compliant.

We help you translate fast-moving AI regulation and best practices into concrete controls and processes that teams can actually follow.

AI Governance, Risk & Compliance

GRC

Build a sustainable framework that aligns security, legal, risk, and engineering.

AI risk registers & control libraries
Alignment with NIST AI RMF and ISO-style guidance
Policies, standards, & guardrails for teams
Documentation and audit-ready evidence

Advisory & Embedded Support

Partnership

Ongoing collaboration with security and AI leadership as your use of AI grows.

Architecture & design review boards
Quarterly roadmap & maturity assessments
Executive & board-level briefings
Hands-on help with vendor and tool evaluation

Engagement models

Designed to fit how you ship AI.

4–6 week assessment

Baseline

A focused, time-boxed engagement to map assets, threats, and high-impact controls.

Interviews & architecture review
Threat modeling & gap analysis
Prioritized remediation roadmap

90-day program

Build

Co-design and implement the foundations of your AI security program.

Reference architectures & patterns
Initial detections & runbooks
Policies, standards & enablement

Ongoing partnership

Scale

A flexible, retainer-style model for teams scaling AI rapidly.

Design partner for new AI initiatives
Periodic testing & tuning of defenses
On-call guidance for leadership

Not sure what fits?

Start with a short discovery call. We’ll walk through your AI landscape, identify where the biggest risks and opportunities lie, and recommend a path that matches your risk appetite and budget.

✦Talk to an EvolveX consultant