AI Compliance and Governance
AI Compliance and Governance involves guiding businesses through the legal, ethical, and regulatory challenges of artificial intelligence. It ensures AI systems are transparent, secure, and aligned with emerging laws.
As artificial intelligence continues to expand and dominate the business landscape, businesses and AI developers are faced with revolutionary opportunities and complex challenges alike. At Kelley Kronenberg, our AI Compliance Division provides guidance and expertise for navigating this novel and unprecedented field, while ensuring compliance with emerging AI regulations concerning this evolving technology.
Our practice stands apart through our team’s distinctive blend of technical sophistication and regulatory mastery. With attorneys holding advanced degrees in technology fields and extensive experience in data privacy, cybersecurity, and emerging technology law, we bring both deep technical understanding and comprehensive legal expertise to every client engagement. Our team’s experience includes complex federal court proceedings, AI regulatory compliance matters, and high-stakes technology litigation, positioning us to address the multifaceted challenges of AI implementation and governance.
The foundation of our AI compliance practice is built on extensive experience spanning both cutting-edge artificial intelligence technology and evolving regulatory frameworks. Our attorneys have significant experience with federal agencies, regulatory proceedings, and compliance assessments across multiple jurisdictions. This technical insight, combined with our broad legal experience in commercial law, intellectual property, data privacy, and federal regulatory matters, ensures comprehensive protection and guidance for your AI initiatives and compliance programs.
AI Compliance Services
Our AI compliance services encompass the full spectrum of regulatory navigation, risk management, and strategic implementation for artificial intelligence systems. Our regulatory team guides organizations through the complex process of AI governance, from initial risk assessments to ongoing compliance monitoring and regulatory engagement. We work closely with business owners, tech companies, and AI software developers to establish robust frameworks that balance innovation with responsibility through comprehensive policy development, stakeholder engagement, and AI regulatory alignment.
Data Privacy & Cybersecurity for AI Systems
Our data privacy and cybersecurity guidance combines expertise and knowledge in these critical fields to ensure AI compliance with federal and state-level privacy regulations such as GDPR, HIPAA, FSCA, FIPA, GLBA, and other relevant frameworks. We safeguard consumer data from misuse or cybersecurity vulnerabilities in AI systems while filing required regulatory reports and documentation for artificial intelligence implementations.
AI Risk Assessment & Mitigation
Risk assessment and mitigation forms a cornerstone of our AI compliance practice, as we work to minimize and mitigate legal risks with data usage and artificial intelligence implementation. We audit and vet AI systems to detect and proactively address vulnerabilities, evaluate AI software for legal risks and compliance standards, and protect clients from legal repercussions, reputational harm, and hefty fines associated with AI non-compliance.
Ethical AI Standards & Practices
Ethical standards and practices represent another critical area of AI compliance where we implement and enforce ethical standards, policies, and practices concerning artificial intelligence usage within businesses as well as in AI software development. We assist clients in building transparent, ethical AI software and practices that promote transparency, accountability, and fairness in artificial intelligence decision-making processes.
AI Contract Drafting & Negotiation
Contract drafting and negotiation services address the unique challenges of AI implementation and compliance as we draft and negotiate AI compliance clauses for artificial intelligence use with tech companies, business partners, and third parties. We address AI intellectual property rights, protection clauses, AI compliance responsibilities, and liability and litigation practices and expectations related to artificial intelligence systems.
AI Intellectual Property Protection
Intellectual property protection involves navigating the role of artificial intelligence in intellectual property law and providing guidance on how to use AI properly and responsibly while protecting AI-related innovations including algorithms, datasets, and proprietary methodologies. Our AI IP services ensure compliance with intellectual property regulations while maximizing protection for artificial intelligence innovations.
AI Regulatory Reporting & Documentation
Regulatory reporting and documentation services ensure that we draft and file reports and documents necessary to meet AI compliance requirements of regulatory agencies and government bodies, ensuring ongoing compliance with evolving artificial intelligence regulations and standards across multiple jurisdictions.
Our AI Compliance Approach
We understand that AI compliance requires a strategic approach aligned with your business objectives and innovation goals. Our team develops comprehensive AI compliance strategies that protect your business while enabling continued innovation and growth in artificial intelligence applications.
Our commitment to staying informed and up-to-date with legal and technological developments ensures we can guide your AI compliance efforts as the artificial intelligence regulatory landscape continues to develop. Whether you’re a startup implementing your first AI system or an established corporation managing complex AI portfolios, our team provides personalized attention and practical AI compliance solutions aligned with your specific needs and industry requirements.
We promote transparency and trust between our clients and in their own AI practices, emphasizing proactive risk management, practical implementation guidance, and responsive service to ensure your artificial intelligence initiatives receive the sophisticated legal support they require for comprehensive AI compliance.
AI Compliance and Governance FAQs
AI compliance means ensuring your artificial intelligence systems meet applicable legal, regulatory, and ethical standards. This includes data privacy laws, industry-specific regulations like HIPAA or GLBA, and emerging AI-specific frameworks. Businesses that deploy AI face growing exposure to regulatory scrutiny, litigation risk, and reputational harm when their systems lack transparency or legal grounding. A compliance program addresses these risks before enforcement actions or legal challenges arise.
There is no single AI law in the United States. Businesses must navigate a patchwork of obligations that varies by industry and jurisdiction. Current requirements include the EU AI Act for companies with EU operations or customers, federal rules such as HIPAA, GLBA, and FCRA, FTC guidance on AI transparency, and a growing number of state-level AI and data privacy laws. For publicly traded companies, the SEC has signaled that AI use may trigger disclosure obligations when it is material to business operations. Kelley Kronenberg monitors these developments across multiple jurisdictions and helps clients stay ahead of shifting requirements.
Private equity firms face AI compliance obligations in their own operations and across their portfolio. AI used internally for deal sourcing, due diligence, or portfolio monitoring may trigger SEC and FINRA oversight. Portfolio companies in healthcare, insurance, or consumer-facing sectors carry their own sector-specific AI risks. Kelley Kronenberg advises PE firms on AI governance frameworks, AI-related representations and warranties in M&A transactions, and pre-acquisition AI risk assessments that surface regulatory exposure before it affects deal value.
A thorough AI risk assessment identifies legal, regulatory, and operational risks tied to how an AI system is built, trained, and deployed. Key components include a review of data sources and governance practices, an analysis of potential bias or discriminatory outputs, a review of third-party vendor AI tools and their contract terms, a mapping of applicable regulations, and a cybersecurity assessment specific to your AI systems. The result should be a prioritized remediation plan with an ongoing compliance monitoring strategy, not a one-time review.
Protecting AI-related intellectual property requires careful planning around how proprietary models, algorithms, and datasets are created, owned, and protected. This is especially true when third-party tools, contractors, or open-source components are involved. Companies using third-party AI platforms also need to understand what rights they retain to their inputs and outputs under those platforms’ terms of service. Our attorneys advise on IP ownership structures, trade secret protections for AI systems, and licensing arrangements that protect the value of your AI assets.
Standard commercial contracts rarely address the unique risks of AI, which leaves businesses exposed on data ownership, liability, and compliance responsibility. Key clauses to require include data ownership and usage rights (particularly whether a vendor can use your data to train their models), compliance responsibility allocation, audit and transparency rights, indemnification for AI-generated errors or regulatory violations, and provisions covering bias and explainability. Our team drafts and negotiates these provisions to reflect your actual risk exposure.
AI compliance means meeting specific legal and regulatory requirements. AI governance is broader. It covers the internal policies, oversight structures, accountability mechanisms, and ethical standards an organization builds to manage AI responsibly over time. Strong governance anticipates regulatory requirements before they are written into law, builds stakeholder trust, and reduces litigation exposure. For most businesses, the goal is an integrated program where governance frameworks generate the documentation, controls, and audit trails that make compliance demonstrable to regulators and courts.
Locations We Serve
- Florida
