AI Security Assessment

Featured Service

AI Security Assessment

Know exactly where your AI agents are exposed – before an attacker does.

What it is

A structured, evidence-based review.

An AI Security Assessment is a structured review of your AI agent deployments, LLM integrations, and agentic workflows. We review what you have built against a comprehensive control framework derived from real-world AI attack patterns – not just compliance checklists.

What we assess

Agent Architecture & Design

  • Identity and permission scoping
  • Network isolation and egress controls
  • Secrets and credential management
  • Data access boundaries and exfiltration paths
  • Deployment environment security
  • Dependency and supply chain risk

LLM & Prompt Security

  • Prompt injection attack surface
  • System prompt extraction risk
  • Jailbreak susceptibility across 14 attack categories
  • Context window contamination
  • Multi-turn adversarial simulation
  • Output validation and guardrail coverage
  • PII and credential leakage in outputs

Operational & Governance Controls

  • Pre-production security review process
  • Monitoring and alerting for AI-specific threats
  • Incident response readiness
  • AI security gateway coverage and configuration
  • Policy alignment with OWASP AI Security Top 10 and MITRE ATLAS
  • Third-party model and vendor risk

How we do it

Five-step assessment workflow.

1

Discovery

We interview engineering and security teams, review AI architecture documentation, and map the complete AI agent inventory.

2

Automated Analysis

We deploy AI-assisted architecture review tooling against codebase and infrastructure to identify structural risks at speed.

3

Manual Deep-Dive

Practitioners manually review high-risk agents, threat model trust boundaries, test prompt security, and assess guardrails.

4

Adversarial Testing

Where in scope, we run multi-turn attack simulations across prompt injection, jailbreaks, data exfiltration, and business logic abuse.

5

Report & Remediation Briefing

A structured report with findings prioritised by severity and exploitability, followed by a leadership readout.

What you get

Complete AI agent inventory and architecture map

Included in the assessment deliverable set.

Risk-rated findings report with OWASP AI Top 10 and MITRE ATLAS mapping

Included in the assessment deliverable set.

Prompt security assessment results across 14+ attack categories

Included in the assessment deliverable set.

Architecture gap analysis against defence-in-depth best practice

Included in the assessment deliverable set.

Prioritised remediation roadmap with effort/impact scoring

Included in the assessment deliverable set.

AI security gateway recommendation

Included in the assessment deliverable set.

Pre-production review gate template

Included in the assessment deliverable set.

Executive summary for leadership and board reporting

Included in the assessment deliverable set.

Live readout session with Q&A

Included in the assessment deliverable set.

Tiers

Assessment scopes.

For early-stage AI deployments

Rapid Assessment

For early-stage AI deployments

  • Up to 5 AI agents or LLM integrations
  • Architecture review and threat modelling
  • Prompt security testing for 2 agents
  • Findings report + executive summary
  • 1 x live readout session
Timeline: 2 weeks

Recommended

Full Assessment

For production AI deployments (RECOMMENDED)

  • Up to 20 AI agents or LLM integrations
  • Full architecture review across all agents
  • Prompt security testing and adversarial red teaming
  • Governance and operational controls review
  • AI security gateway evaluation
  • Full findings report + remediation roadmap
  • 2 x live sessions
Timeline: 4 weeks

For large AI agent fleets

Enterprise Programme Assessment

For large AI agent fleets

  • Unlimited agent scope
  • Full assessment across architecture, prompt security, governance, and operations
  • Red team engagement across high-risk agents
  • AI-native SOC readiness review
  • Pre-production review gate design
  • Quarterly re-assessment option
Timeline: 6-8 weeks

All assessments are scoped in the discovery call. Pricing on request – scope varies significantly. Every engagement starts with a free 30-minute discovery call.

Credibility

60+Production AI agents governed
16,500+Attack attempts blocked in production
14Attack categories tested in gateway evaluations
40+ TBCloud audit logs hunted daily