Everyone is Using AI - Now What? Key Takeaways for Drafting Effective AI Policies
June 2024
Posted by
Kelsey Provow
As artificial intelligence (AI) rapidly becomes a ubiquitous presence in organizations across industries, legal professionals are faced with the complex challenge of drafting policies that foster innovation while mitigating legal and ethical risks.
In the recent webinar, "Everyone is Using AI - Now What?" hosted by Axiom, a panel of legal experts shared valuable insights on best practices for AI policy drafting. The panelists included:
- Zoila Mana Harpin, Former Partner at Axiom Advice and Counsel
- Anita Padmanabhan, Privacy and Commercial Counsel at Axiom
- Phillip Wolf, Global Data Protection Council Product and Policy at Palantir
What did the webinar reveal? Five key takeaways:
- The growing importance of AI governance
- Leveraging existing privacy frameworks
- Engaging stakeholders across the organization
- Balancing innovation and risk mitigation
- Adopting a practical approach
Looking for more educational resources on AI in legal ops? Sign up for our newsletter and stay updated on new webinars, blog posts, whitepapers, and more!
The Growing Importance of AI Governance
The webinar kicked off with a striking statistic from Axiom’s latest GC survey report: 74% of respondents said that their organizations are either using AI or planning to use AI within the next 12 months. Harpin also noted that AI governance had jumped from being the 9th priority in organizations in 2022 to the second highest priority in 2023 when compared to Axiom’s previous survey results. This rapid shift underscores the urgent need for companies to establish robust AI governance frameworks.

Wolf emphasized the complexity of the current AI landscape, stating, "AI is not new, but the AI act and everything that comes hand-in-hand with it, be it in the EU or be it in the US, that is. And it’s really complex." As organizations navigate this new terrain, legal professionals play a crucial role in guiding them toward effective AI policy drafting.
Leveraging Existing Privacy Frameworks
One of the key takeaways from the webinar was the importance of leveraging existing privacy frameworks and policies when drafting AI policies. Padmanabhan advised, "The best way to prepare yourselves to implement AI processes or make sure that your AI processes are in good stint from a regulatory perspective is to take a look at your privacy program."

To build a solid foundation for AI governance, the panelists suggest considering the following actionable steps:
- Assess the maturity and robustness of your current privacy program
- Identify relevant stakeholders from legal, privacy, information security, HR, procurement, and other departments to provide input
- Integrate AI considerations into existing data privacy policies and frameworks
Get Support from Axiom's Lawyers With AI Experience
- Access top lawyers at
Engaging Stakeholders Across the Organization
Effective AI governance requires the active involvement of stakeholders across the organization. Wolf highlighted the importance of defining the AI organization a company wants to have and the goals it aims to achieve. He suggested considering the following questions:
- What structures do we have in place that we can leverage for AI governance?
- What are our specific goals related to AI adoption and innovation?
- What resources, including workforce and budget, do we need to achieve these goals?
To engage stakeholders effectively, the speakers posed the following tips:
- Establish regular touchpoints between legal, product development, and procurement teams.
- Assign legal professionals to interface with product teams and stay informed about AI-related developments.
- Foster open communication and collaboration to find solutions that balance innovation and risk mitigation.
Balancing Innovation and Risk Mitigation
Striking the right balance between fostering innovation and mitigating legal and ethical risks is a critical challenge in AI policy drafting. Wolf advised considering the following approaches to navigate this balance effectively:
- Implement human oversight and decision-making for high-impact AI processes.
- Establish clear guidelines and guardrails for AI usage within the organization.
- Regularly assess and monitor AI systems for potential risks and unintended consequences.
Adopting a Practical Approach
Finally, the panelists emphasized the importance of adopting a practical approach to AI policy drafting. Padmanabhan noted, "I think that a practical approach is needed. You can have a maturity level of your program that is quite high like the best standard. But what is your business?"
To adopt a practical approach, the panelists shared the following recommendations:
- Tailor AI policies to your organization's specific industry, data practices, and risk profile.
- Focus on achieving good practice rather than striving for perfection in the face of uncertainty.
- Leverage existing frameworks like NIST and OECD guidelines as starting points, rather than reinventing the wheel.
Conclusion
As organizations increasingly adopt AI and generative AI tools, the role of legal professionals in drafting effective AI policies has never been more critical. By leveraging existing privacy frameworks, engaging stakeholders across the organization, balancing innovation with risk mitigation, and adopting a practical approach, companies can navigate the complex AI landscape with greater confidence and success.
To learn more about the insights shared in this article, we invite you to watch the full "Everyone is Using AI - Now What?" webinar on-demand. If your organization needs legal talent with experience in AI policy drafting, Axiom has a pool of over 200 lawyers ready to support your AI-related legal needs. Contact Axiom today to learn more about how our knowledgeable legal professionals can help you tackle the challenges and opportunities of AI adoption.
💡 Explore the ways you can start leveraging Artificial Intelligence.
Posted by Kelsey Provow
Kelsey Provow is an award-winning writer and editor passionate about sharing unique and thought-provoking narratives. After obtaining her master's degree in professional writing, she has spent over a decade writing across multiple industries, including publishing, academia, and legal.
Related Content
The Insourcing Revolution Is Here. And It’s Bigger Than Anyone Expected.
In-house legal teams are insourcing more work than ever, fueled by AI. Axiom's Chief AI and Talent Officer explains why 'possible' isn't 'sustainable.'
How the Top Seven Percent of Legal Teams Prove AI ROI
100% of legal teams are increasing AI spend, but only 7% can prove ROI. Learn the strategies top-performing legal teams use to scale AI successfully.
AI-Generated Marketing Content Compliance: A Checklist for Legal Teams
Learn how legal teams can streamline AI marketing compliance with a practical checklist for risk, review workflows, disclosures, governance and AI use.
Washington My Health My Data Act & Other Privacy Frameworks
Learn how Washington's My Health My Data Act compares with HIPAA and state privacy laws, who must comply, and what businesses need to do.
5 Forces Reshaping the Legal World Gradually, Then Suddenly
Five converging forces are reshaping the legal market—from AI and capital investment to rising costs and buyer power. GCs now have the upper hand.
How to Implement Legal AI: 5 Principles for In-House Teams
Discover five proven principles for successful legal AI adoption and implementation, from training and governance to pilots, measurement and human oversight.
What Is Shadow AI? The Growing Risk Inside Legal Departments
Learn what shadow AI is, why it puts legal departments at risk, and how to govern AI with clear policies, approved tools, training, and oversight today.
How AI-Enabled Legal Teams Are Transforming M&A Due Diligence and Contract Review
Discover how AI-enabled legal teams accelerate M&A due diligence and contract review while combining legal expertise with AI for faster, smarter results.
APAC Regulatory Fragmentation in 2026: What In-House Legal Teams Need to Know
APAC regulations are diverging fast. Learn how in-house legal teams can prioritize compliance, manage risk, and adapt to evolving rules.
AI Privacy Risks: What Legal Teams Need to Know Before Employees Use Public AI Tools
Legal teams face growing AI privacy risks. Learn how public AI tools can expose sensitive data, impact privilege, and create compliance challenges.
The Legal Profession Isn’t Ready for What's Coming: Richard Susskind's Unfiltered Take from Axiom's London Event
Richard Susskind shares a candid vision of AI's impact on law, urging legal leaders to prepare now for AGI, disruption, and transformation.
The Era of the Law Firm Panel is Ending
Law firm panels were built for a different era. Today's GCs need a dynamic portfolio of law firms, ALSPs, AI, and in-house talent to source work strategically.
Legal AI’s ROI Mirage
Legal departments are investing heavily in AI, yet most can't prove its value. Explore the ROI gap revealed in Axiom's 2026 AI report.
How Legal Departments Can Prove ROI from AI Implementation
How legal departments can measure and prove AI ROI with practical frameworks, key metrics, and strategies for turning efficiency gains into budget impact.
We Were Both Wrong About Legal AI. Here’s What Changed Our Minds.
Learn how Axiom's CTO and DraftPilot's CEO went from legal AI skeptics to believers—and the three assumptions they think most legal teams still get wrong.
What Are Export Controls? ITAR & EAR Explained
Export controls explained. Learn the differences between ITAR, EAR, and OFAC, key compliance risks, enforcement trends, and what businesses need to know.
Legal Project Management: Improve Efficiency and Control Costs
Learn how legal project management improves efficiency, controls legal costs, strengthens communication, and delivers predictable outcomes.
What Is Legal Tech? A Guide for In-House Legal Teams
A clear guide to legal tech for in-house teams—what it is, key tools, benefits, and how to implement it to boost efficiency and reduce costs.
- North America
- Must Read
- Expertise
- Legal Department Management
- Work and Career
- Perspectives
- Corporate & Commercial
- Legal Technology
- United Kingdom
- Australia
- Hong Kong
- Singapore
- State of the Legal Industry
- Technology & AI
- Central Europe
- Legal Operations
- Legal Support Professionals
- Projects
- Regulatory & Compliance
- Tech+Talent
- Data Privacy & Cybersecurity
- Talent Spotlight
- Technology
- Secondments
- Global
- Specialized Advice
- Axiom in the News
- Finance & Capital Markets
- Healthcare & Life Sciences
- Intellectual Property
- Law Firms
- Recruitment Solutions
- Cost Savings
- Featured Talent Spotlight
- GC Report
- Diversified Financial Services
- Labor & Employment
- M&A & Divestitures
- Budgeting Report
- Energy
- Investment Banking
- Banking
- Construction
- Consulting
- Consumer Packaged Goods
- In-House Report
- Manufacturing
- Materials
- Pharmaceuticals
- Professional Services
- Retail
- Transportation
- AI Survey Report
- Aerospace & Defense
- Automotive
- Business Services
- Consumer Services
- DGC Report
- Education
- Food & Beverage
- Hospitality
- Insurance
- Litigation & Dispute Resolution
- Private Equity
- Public Sector
- Real Estate
- Telecom
- Utilities
- Media
- TEST TAG NAME CHANGE
Get more of our resources for legal professionals like you.

