AI Governance  ·  AI Cybersecurity  ·  Product Safety  ·  Physical AI Assurance

Govern AI. Secure AI.
Make AI Safe.

Leading AI Solutions helps organizations govern, secure, evaluate and safely deploy artificial intelligence — from enterprise AI to AI-enabled physical products.

AI Governance AI Cybersecurity Product Safety Physical AI Assurance
Request an Assessment Capability Statement
Cybersecurity asks

“Can the AI be attacked?”

Product safety asks

“Can the AI hurt someone?”

Leading AI Solutions asks

“How do we control both risks?”

Aligned to NIST AI RMF· ISO/IEC 42001· EU AI Act· ISO/IEC 23894· IEC / ISO / UL product-safety standards

The AI Risk Landscape

New opportunities. New risks.
Greater responsibility.

AI is rapidly transforming industries, creating significant value but also introducing new and complex risks — from data and model security to real-world safety impacts in physical systems.

Key Drivers

  • Rapid adoption of generative AI and autonomous agents
  • AI embedded in physical products — robots, machines and devices
  • Increasing regulatory requirements across jurisdictions
  • Growing cyber threats that specifically target AI systems
  • Higher stakeholder expectations for safety and responsible AI

Key Risks

  • AI model manipulation and training-data poisoning
  • Misuse, foreseeable abuse and unintended consequences
  • Cybersecurity breaches that lead to physical harm
  • Regulatory non-compliance and legal exposure
  • Reputational damage and financial loss
AI failures can move beyond the digital — creating real-world safety consequences. Now is the time to act.

Our Solution

The intersection of governance,
cybersecurity and safety

Leading AI Solutions brings together deep expertise in AI cybersecurity and traditional product safety to help organizations manage the full spectrum of AI risks — from policy to deployment to ongoing assurance.

AI Governance

Responsible AI, regulatory readiness, accountability, audit and evidence.

AI Cybersecurity

Protect AI systems, prevent attacks and ensure resilience under adversarial conditions.

Product Safety & Physical AI

Prevent real-world harm through safety risk assessment and human–robot interaction analysis.

Different disciplines. One integrated approach.  Safer AI. Stronger businesses. Greater trust.

Leading AI Assurance Framework™

A structured path from risk
to real-world impact

Our six-stage framework helps organizations systematically govern, secure and assure AI systems throughout their lifecycle.

01

Govern

Define intended use, ownership, accountability and applicable requirements.

02

Identify

Identify AI hazards, cybersecurity threats, foreseeable misuse and regulatory obligations.

03

Control

Determine safety controls, cybersecurity controls, operational boundaries and human oversight.

04

Verify

Validate through testing, analysis and adversarial assessment.

05

Assure

Develop objective evidence and prepare for independent assessment where required.

06

Monitor

Track performance, incidents, model changes and emerging risks for continuous improvement.

Assess→ Identify Gaps→ Reduce Risk→ Prepare→ Monitor

Our Services

Practical, outcome-focused engagements

AI Governance & Risk

Practical governance for organizations developing, deploying or using AI.

  • AI inventory, use-case review and risk classification
  • Governance gap assessment
  • Policy, control development and human oversight
  • NIST AI RMF / ISO/IEC 42001 / EU AI Act readiness
  • Prioritized remediation roadmap and executive reporting

AI Cybersecurity

Technical assessment of AI-specific attack surfaces and security controls.

  • AI threat modeling and prompt-injection testing
  • Data, model and training-pipeline security
  • AI agents, APIs and MCP exposure review
  • Third-party AI and supply-chain risk
  • Monitoring, detection and incident response

Physical AI & Product Safety

Apply established product-safety principles to AI-enabled physical systems.

  • AI failure → physical hazard analysis
  • Foreseeable misuse and human–robot interaction
  • Sensor and model errors leading to unsafe actions
  • Cybersecurity-induced safety hazards
  • Fail-safe behavior and software/model update risks

Integrated AI Assurance

Combine governance, cybersecurity and product safety for complex AI systems.

  • Unified cross-domain risk assessment
  • Safety + security control strategy and implementation
  • Verification and validation planning
  • Objective evidence and audit support for risk decisions
  • Ongoing monitoring and long-term assurance

Engagement Packages

Flexible options for your needs and stage

Our services are structured as defined engagements with clear objectives, deliverables and timelines. Scope, deliverables and fees are confirmed in a written proposal.

Package
Focus
Typical Duration
AI Risk & Governance QuickScan
FocusRapid assessment of key risks and gaps
Duration1–2 weeks
AI Governance Readiness Assessment
FocusIn-depth governance evaluation
Duration2–4 weeks
AI Cybersecurity Assessment
FocusTechnical security assessment
Duration2–5 weeks
Physical AI Safety Assessment
FocusProduct-focused safety evaluation
Duration3–6 weeks
Integrated AI Assurance Assessment
FocusComprehensive governance, security and safety review
Duration4–8 weeks
Implementation & Remediation Support
FocusDevelop and execute improvement plans
DurationProject-based
Fractional AI Advisor
FocusOngoing strategic support
DurationMonthly
Every engagement is scoped to your systems and risk profile. Start with an assessment — build a safer, stronger future. Request a scoped proposal →

Industries We Serve

AI across industries. Real-world impact.

We work with organizations developing, deploying or using AI in regulated, high-risk or innovation-driven environments.

Robotics & Autonomous Systems

Mobile robots, cobots and autonomous platforms operating around people.

Manufacturing & Industrial Automation

AI-enabled machinery, smart equipment and connected production lines.

Healthcare & Medical Technology

Clinical AI applications and connected medical devices.

Consumer Products & Electronics

AI features in devices people use every day, at home and at work.

Technology & AI Developers

AI-native products, SaaS platforms, agents and model providers.

Transportation, Energy & Infrastructure

Critical infrastructure, finance and other highly regulated sectors.

Our Value to Partners

Extend your capabilities.
Serve your clients better.

We work with consulting firms, MSSPs, testing/certification organizations and industry partners to deliver specialized AI governance, cybersecurity and product-safety expertise.

Compliance & Consulting Firms

  • Extend your AI offerings with specialized expertise
  • Co-deliver projects and share opportunities
  • Support complex client requirements

MSSPs & Cybersecurity Firms

  • Add AI governance and safety to your portfolio
  • We deliver assessments, you deliver managed services
  • Create new recurring revenue opportunities

Testing, Inspection & Certification Organizations

  • Prepare clients for independent testing and certification
  • Complement your evaluation and testing services
  • Help clients address gaps before formal assessment

Technology & Industry Partners

  • Collaborate on industry-specific solutions
  • Combine expertise for end-to-end assurance
  • Support global markets and regulatory requirements

Why Choose Leading AI Solutions

A unique combination.
Real-world results.

Intersection Expertise

Combines AI cybersecurity and product safety in one team.

Practical, Risk-Based Approach

Focus on real-world risks and actionable solutions.

Regulatory & Standards Alignment

Map to NIST AI RMF, ISO/IEC 42001, the EU AI Act and more.

End-to-End Support

From assessment to implementation to ongoing assurance.

Industry Experience

Work across regulated and innovation-driven industries.

Vendor-Neutral

Objective recommendations based on your needs — no certification-body representation.

“AI performance is not equivalent to product safety. When AI influences a physical product, we must understand what happens when AI fails — and ensure safeguards prevent that failure from becoming human harm.”

— Alan Pan, Co-Founder

Leadership

Two disciplines. One team.

Leading AI Solutions pairs decades of product-safety and compliance engineering with enterprise AI security architecture — the two halves of trustworthy AI.

Alan Pan, Co-Founder — AI Governance & Product Safety

Alan Pan

AI Governance & Product Safety

Technologist, operator and entrepreneur with 25+ years across engineering, product safety and global compliance. Alan translates standards and technical risk into auditable controls, market-release decisions and scalable commercial growth — including 18 years at Motorola as a Product Safety SME and Principal Staff Engineer, where he built roughly 20 product-safety SOPs.

25+Years tech & business
18Years product safety
20Safety SOPs built

Focus Areas

Product safetyPhysical AI safetyHazard & risk assessment Regulatory complianceAI governanceProduct assurance IEC · EN · IEEE · UL
LinkedIn B.S. Electrical Engineering, University of Illinois Urbana-Champaign · English & Mandarin
Patrick Kelly, Co-Founder — AI Cybersecurity & Technology

Patrick Kelly

AI Cybersecurity & Technology

Enterprise security leader and founder with 15+ years protecting regulated organizations. Patrick translates AI, application, cloud, data and cyber risk into defensible architectures, products and business decisions. Author of AI Secure Future: A Vision for Safe AI, and recognized among The Silicon Review's 30 Best Leaders to Watch and IndustryEra's Top 10 CISOs.

20+Years technology
15+Years enterprise security
30+Organizations served

Focus Areas

AI cybersecurityAI architectureThreat modeling Adversarial AIData & input securitySecure SDLC Cloud, API & identity
LinkedIn patrickmkellyjr.com

Let's Build a Safer AI Future

From ideas to impact — together.

Whether you are developing the next generation of robots, deploying AI across your enterprise, or seeking to strengthen your AI governance, Leading AI Solutions is your trusted partner.

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Trustworthy AI for people, industries and a brighter tomorrow

Start with an assessment.
Build a safer, stronger future.

Strategic insights. Practical solutions. Real-world impact.

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