LLM applications
Prompt injection, sensitive data disclosure, improper output handling and model-driven business logic in LLM-powered products.
AI offensive security · Advanced agent penetration testing
We break what scanners can't even see.
Advanced AI Red Teaming, Multi-Agent Security Testing, and traditional Web/API penetration testing for high-stakes enterprise applications and autonomous business workflows.
AI accelerates reconnaissance and attack-surface mapping. Human security engineers perform the critical exploitation, validation, and adversarial reasoning.
80% Human-led exploitation.
Deep logical testing and manual validation instead of automated scanner output.
MITRE ATLAS + OWASP Top 10 for LLM Applications.
Assessments mapped to recognized AI and application-security frameworks.
48h Critical finding triage.
Rapid validation and technical triage of critical security findings.
Offensive AI Proprietary network.
Sandboxed AI-assisted reconnaissance and attack-surface mapping supporting human-led exploitation.
Attack surface
The attack surface moved into your agents.
Modern AI systems read untrusted data, invoke tools, call APIs, modify business state and interact with external systems. The exploitable flaw is rarely a missing header. It is a decision the system can be talked into making, which a signature-based scanner has no way to reason about.
- 01 Read untrusted data
- 02 Invoke tools
- 03 Access APIs
- 04 Modify business state
- 05 Interact with external systems
Autonomous agents
Orchestration logic, agent hand-offs, shared state, tool routing and Human-in-the-Loop controls in LangGraph, CrewAI and comparable frameworks.
Model Context Protocol
Tool and resource authorization, session security, credential binding, context exposure and sandboxing in MCP servers and clients.
Applications and APIs
Business logic, IDOR/BOLA, multi-tenant isolation, SSO/OAuth and API authorization: the failures scanners report as clean.
Realistic attack paths
Authorized, objective-driven attack chains across applications, infrastructure, identity and AI systems.
Services
Three engagements, one standard of depth.
All prices in USD. Every engagement includes reproducible evidence, remediation guidance and retest validation. Also available: AI incident emulation, AI data exposure audits, a CI/CD security gate for agents and MCP hardening. See all AI services.
AI AGENT & MULTI-AGENT SECURITY
AI Agent & Multi-Agent Security Review
Autonomous agents, LLM applications, orchestration frameworks, tool integrations and MCP servers, tested against the attacks that target agency.
From 7,500 USD · scoped per system
See technical scope
SAFEPENTEST PRO + API
SafePentest Pro + API
Manual Web/API pentesting focused on the business-logic and authorization failures that automated scanners frequently miss.
5,500 USD · fixed price
See technical scope
SAFEPENTEST ADVERSARY
SafePentest Adversary
Authorized adversary emulation against a defined business objective, built on realistic attack paths instead of generic vulnerability lists.
8,000+ USD · custom quote
See technical scopeNeed a classic pentest or continuous testing?Vulnerability assessments from USD 990, web and API pentests, PTaaS subscriptions and AEC portal reviews, with fixed prices and a retest included.
Pentesting & PTaaSMethodology
Autonomous Reconnaissance. Human Exploitation. Human Validation.
AI-assisted reconnaissance removes repetitive discovery work. Every exploit, attack path and reported finding is built and confirmed by a security engineer.
01
Scope & Authorization
Define targets, objectives, credentials, testing boundaries, and prohibited actions.
02
Automated Reconnaissance
AI-assisted systems accelerate attack-surface discovery and contextual mapping.
03
Human Exploitation
Security engineers investigate business logic, trust boundaries, authorization failures, and complex attack paths.
04
Human Validation
Significant findings are reproduced, verified, documented, and mapped to the appropriate framework.
What you receive
- Executive summary: business-level assessment of risk and attack paths.
- Technical findings: reproducible evidence, severity and business impact.
- Attack chains: how weaknesses combine into realistic compromise paths.
- Framework mapping: MITRE ATLAS, OWASP Top 10 for LLM Applications, OWASP API Security Top 10 and the OWASP Web Security Testing Guide, as relevant.
- Remediation: specific engineering recommendations, prioritized for 7, 30 and 60 days.
- Retest: validation after remediation, with each finding marked fixed, mitigated or open.
- Untrusted content
- Prompt injection
- Agent decision manipulation
- Tool invocation
- Unauthorized business action
- Description
- Instructions hidden in a customer ticket are read by a triage agent and routed to an account-management tool. The tool accepts the model's arguments without checking that the requester owns the account.
- Impact
- An external user can change another customer's account settings without human approval.
- Mapping
- OWASP LLM01:2025 Prompt Injection · LLM06:2025 Excessive Agency · MITRE ATLAS AML.T0051.001 (LLM Prompt Injection: Indirect), AML.T0053 (AI Agent Tool Invocation)
Fix: Bind the tool to the authenticated user's identity and validate its arguments against a strict schema. For asynchronous and multi-agent background tasks, enforce runtime authorization boundaries scoped to the originating session, and require human approval for high-stakes actions.
Illustrative finding from an intentionally vulnerable lab agent. Not a customer engagement.
Technical differentiator
The SafePentest Autonomous Recon Array.
An internal multi-agent system that accelerates reconnaissance and attack-surface mapping. It does not replace penetration testers: its output is a map and a set of leads, and our engineers decide what to exploit and what is real.
- Director · LangGraph
- Recon
- Configuration & Endpoint Analysis
- Reporting · Context
- Human Security Engineers
01 · DIRECTOR
Director Node
Coordinates authorized testing workflows inside isolated execution environments: scope enforcement, task orchestration and execution control.
02 · RECON
Recon Node
Automates authorized attack-surface discovery and asset mapping from DNS, certificate transparency and other authorized external sources.
03 · ANALYSIS
Configuration & Endpoint Analysis Node
Reviews API specifications, schemas, configurations and endpoint behavior to surface leads such as validation inconsistencies, hidden endpoints and authorization boundaries.
04 · REPORTING
Reporting & Context Node
Correlates candidate findings with MITRE ATLAS and OWASP so engineers can triage them consistently. Nothing is reported until a person has reproduced it.
The array
Accelerates discovery
- Asset and endpoint mapping
- Schema and configuration analysis
- Candidate leads for human review
- Framework correlation
Our security engineers
Exploit and validate
- Attack-path construction
- Business-logic analysis
- Exploitation and privilege-boundary testing
- Validation and adversarial reasoning
Controlled AI Execution. Customer application data, source code, configurations, credentials, and assessment artifacts are not submitted to public third-party commercial LLM services as part of the assessment workflow. AI-assisted testing is performed through controlled execution environments and locally controlled infrastructure where applicable. Authorized external intelligence sources, such as DNS and certificate transparency, may be used for reconnaissance where the engagement scope permits.
About SafePentest
Offensive security built for the agentic era.
SafePentest combines traditional application penetration testing with AI red teaming, agent security research, and adversarial evaluation. We test the systems scanners struggle to reason about: autonomous agents, tool-using workflows, complex APIs, authorization boundaries, and business logic.
- AI Red Teaming
- Agent & Multi-Agent Security
- MCP Security
- Web/API Penetration Testing
- Business Logic Testing
- Adversary Emulation
No test starts without a contract, a defined scope and written authorization. Rules of engagement, stop conditions and prohibited actions are agreed before testing begins.
What would an attacker do with your agents today?
Tell us about the system you want tested. We reply with a proposed scope and a fixed price, usually within one business day.
Prefer email? contact@safepentest.com