When many business leaders hear the phrase “artificial intelligence regulation,” they immediately think of technology companies, software developers, or Silicon Valley startups. They assume AI laws are designed primarily for businesses creating sophisticated algorithms or developing cutting-edge technology products.
That assumption may be wrong.
The reality is that artificial intelligence has quietly become integrated into everyday business operations across virtually every industry. Many employers and business owners use AI-powered tools every day without realizing it. As states such as Colorado begin implementing regulations addressing high-risk artificial intelligence systems, organizations may discover that AI compliance obligations extend much further than expected.
For California employers and businesses, one of the most important questions may no longer be whether they use artificial intelligence. The more important question may be whether they know where artificial intelligence is already being used throughout their organization.
AI Is Already Embedded in Everyday Business Operations
Artificial intelligence is no longer limited to specialized technology companies. Many common business software platforms now incorporate AI-driven features designed to improve efficiency, automate tasks, and support decision-making.
Employers frequently use applicant tracking systems that automatically rank candidates, screen resumes, identify preferred qualifications, and recommend applicants for interviews. Human resources departments often rely on workforce analytics platforms that evaluate employee performance trends and retention risks. Customer service teams increasingly utilize automated systems capable of responding to customer inquiries without human intervention.
Many of these technologies contain artificial intelligence capabilities that may influence significant business decisions.
The challenge is that organizations often purchase these products as standard software solutions without fully understanding how the underlying technology functions. As a result, companies may be using AI systems long before they begin considering AI-related compliance obligations.
Your Vendors May Be Using AI Even If You Are Not
Many businesses assume that AI regulation applies only when they intentionally implement artificial intelligence programs. However, third-party vendors increasingly integrate AI capabilities into existing products and services.
A company may believe it is simply using a recruiting platform, customer relationship management system, payroll provider, or productivity software package. Behind the scenes, those products may utilize artificial intelligence to analyze data, generate recommendations, rank individuals, or automate decision-making processes.
This creates a significant challenge for organizations attempting to understand their risk profile.
Business leaders should not assume they know whether AI is being used simply because they never purchased a product marketed specifically as artificial intelligence. Vendor relationships may be one of the most overlooked sources of AI exposure within modern organizations.
Employment Technology Deserves Particular Attention
Colorado’s framework focuses heavily on consequential decisions involving employment. This should be especially important for California employers because workplace technologies have evolved rapidly in recent years.
Many organizations now utilize software designed to evaluate applicants, measure productivity, identify promotion candidates, monitor employee activity, predict turnover risks, and assist with workforce planning decisions.
While these tools can provide valuable insights, they may also influence decisions that affect employees’ careers and opportunities.
Employers should understand what role technology plays in these decisions and whether sufficient oversight exists. A surprising number of organizations cannot clearly explain how their employment software generates recommendations or rankings.
That lack of understanding may become increasingly problematic as regulators focus more closely on automated decision-making.
The Compliance Question Is Changing
Historically, businesses often focused on whether they had complied with existing laws and regulations. Artificial intelligence is creating a different challenge.
Organizations must now understand how technology is being used before they can evaluate whether compliance concerns exist.
This requires businesses to ask new questions:
What software platforms use artificial intelligence?
What decisions are influenced by those systems?
What oversight mechanisms are in place?
Who is responsible for monitoring outcomes?
How are potential concerns identified and addressed?
Without answers to these questions, organizations may struggle to assess their exposure as AI regulations continue evolving.
An AI Inventory May Be a Good Starting Point
One of the most effective steps businesses can take is surprisingly simple: identify where artificial intelligence exists within the organization.
Many companies maintain inventories for cybersecurity assets, software licenses, vendor relationships, and regulatory compliance obligations. Similar reviews may help organizations better understand their use of artificial intelligence.
An AI inventory does not require sophisticated technical expertise. In many cases, the process begins by identifying software systems that influence hiring decisions, workforce management, customer interactions, financial determinations, or other significant business activities.
Once those systems are identified, organizations can begin evaluating how they operate and what risks may exist.
For many businesses, this process reveals a far greater reliance on AI than leadership initially realized.
Preparation Today May Prevent Problems Tomorrow
Colorado’s AI law highlights a broader trend that businesses cannot afford to ignore. Regulators are increasingly focused on how artificial intelligence affects individuals and influences important decisions.
Organizations that understand where AI is being used are generally better positioned to respond to evolving legal requirements. Those that remain unaware of their AI footprint may face challenges identifying risks until regulators, employees, customers, or litigants raise concerns.
Preparation does not necessarily require dramatic operational changes. Often, the most valuable first step is simply gaining visibility into how technology is being used throughout the organization.
As artificial intelligence becomes increasingly integrated into everyday business operations, awareness may become one of the most important components of future compliance efforts.
What Could be in the Future
Colorado’s AI framework serves as an important reminder that artificial intelligence regulation is not solely a concern for technology companies. Businesses across virtually every industry now utilize software systems that incorporate AI capabilities in ways that may influence consequential decisions.
For California employers and business leaders, the question is no longer whether artificial intelligence is coming. It is already here. The more pressing question is whether organizations understand where it exists, how it is being used, and what responsibilities may accompany its use.
Businesses that answer those questions today may be far better prepared for tomorrow’s regulatory landscape.
► About the Author
Rabeh M.A. Soofi is the Founder and Managing Attorney of Axis Legal Counsel, a California law firm representing employers, businesses, executives, boards of directors, investors, and private equity firms in employment law, business law, and complex commercial matters. Ms. Soofi advises clients on workplace compliance, risk management, internal investigations, regulatory compliance, corporate governance, employment policies, and emerging legal issues involving artificial intelligence and workplace technology. She regularly counsels businesses on proactive strategies designed to minimize litigation exposure while protecting operational flexibility. Through her legal writing and client advisory work, Ms. Soofi provides practical insights regarding legal developments affecting California employers and businesses.
► Getting Legal Help
Axis Legal Counsel advises employers, business owners, executives, boards, and investors on a wide range of employment and business law matters, including workplace compliance, discrimination and retaliation claims, wage and hour issues, internal investigations, corporate governance, artificial intelligence risk management, regulatory compliance, and complex employment litigation.
As businesses increasingly adopt artificial intelligence technologies, legal and compliance obligations continue to evolve. Axis Legal Counsel assists organizations in evaluating workplace AI tools, developing governance procedures, reviewing employment practices, conducting risk assessments, and implementing proactive compliance strategies designed to reduce legal exposure while supporting business objectives.
Businesses facing employment law challenges, regulatory concerns, workplace investigations, or questions regarding AI governance and compliance should consult experienced counsel to evaluate potential risks and develop practical legal strategies tailored to their specific operations.
For information on retaining Axis Legal Counsel to represent your business in connection with any legal matter, contact info@axislc.com for a confidential consultation.
