Service Tracks
4
AI security, red teaming, incident response, and readiness engineering.
Who We Are
Cybersecurity Built for High-Consequence Missions.
Obscurity Labs is an engineering-led cybersecurity team supporting public and private sector missions. We secure modern attack surfaces across AI-enabled products, cloud environments, enterprise networks, and hardware systems through adversary emulation and incident response.
Engagement Model
4-Phase
Mission framing through adversarial execution and operational readouts.
Delivery Style
Operator-Led
Hands-on collaboration with engineering, security, and executive teams.
Explore By Need
Choose the Cyber Engagement Path That Fits Your Mission
Start with a focused service area, then scale into broader security coverage as your risk profile evolves.
AI Security
Secure LLM applications, agent workflows, and model-integrated products against modern AI-specific attack paths.
- Threat modeling for AI systems
- Adversarial testing against prompt and tool abuse
- Production guardrails and telemetry design
Pentesting & Red Team
Validate exploitable risk across external, internal, cloud, application, and human attack surfaces with realistic adversary behavior.
- Objective-driven red team operations
- Targeted pentests by surface and technology
- Evidence-backed remediation guidance
Incident Response
Get hands-on support during active incidents to contain threats, investigate root cause, and restore operations safely.
- Triage and containment under pressure
- Technical investigation and timeline reconstruction
- Recovery and post-incident hardening roadmap
Security Readiness
Build durable defensive capability between incidents through readiness exercises and continuous control validation.
- Tabletop exercises and response playbook tuning
- Purple teaming and detection validation
- Security architecture and risk review support
How We Engage
A Clear Operating Model from Day One
Each engagement is designed to create immediate signal, actionable remediation, and long-term resilience. We align technical testing to business impact so security teams, engineering teams, and leadership can act quickly.
Phase 01
Mission Framing
We align on assets, threat assumptions, and constraints so test activity matches how your systems are actually used.
- Threat-informed scope and test plan
- Rules of engagement and communication plan
- Success criteria tied to business risk
Phase 02
Adversarial Execution
Our operators execute realistic attack paths against applications, AI workflows, infrastructure, and identity boundaries.
- Validated attack paths with evidence
- Detection and prevention control gaps
- Prioritized vulnerability findings
Phase 03
Remediation
We partner with your defenders and engineers to convert findings into practical hardening actions that can be implemented fast.
- Fix plans mapped to severity and effort
- Engineering-ready implementation guidance
- Retest support for critical paths
Phase 04
Executive and Operational Readout
We translate technical outcomes into decision-ready guidance for leadership while giving practitioners concrete next steps.
- Executive risk narrative and priorities
- Technical report with reproducible detail
- Roadmap for ongoing security maturity
Representative Work
What Our Cyber Engagements Look Like in Practice
Examples below reflect the types of security challenges we solve across AI, enterprise systems, and mission-critical environments.
AI SecurityLLM Product + Integrations
AI Assistant Attack-Surface Validation
A production AI assistant required assurance against prompt injection, unsafe tool invocation, and sensitive-data exposure.
Approach: Performed adversarial testing across model inputs, retrieval context, and connected tool actions while mapping trust boundaries.
Value: Delivered guardrail and policy hardening guidance that reduced high-risk abuse paths prior to broader rollout.
Red TeamHybrid Enterprise Environment
Adversary Emulation for Detection Readiness
Security operations needed to validate whether existing detections covered realistic intrusion behavior across cloud and on-prem systems.
Approach: Executed chained attack scenarios spanning external access, identity abuse, and lateral movement with defender collaboration.
Value: Identified detection blind spots and improved response playbooks through purple-team feedback loops.
Incident ResponseActive Security Event
Containment and Recovery Under Time Pressure
An active compromise required immediate containment and clear decision support for both technical teams and leadership.
Approach: Embedded with responders to triage impact, contain adversary activity, and preserve forensic fidelity for investigation.
Value: Accelerated containment and recovery while establishing a remediation roadmap to prevent recurrence.
Need Incident Response Support Now?
If your team is dealing with an active security event, we can coordinate rapid triage and containment with your responders.