By Phil Molé, MPH

If you work in EHS, you already know that your mission is to get people home safely every day. But you’re probably also dealing with the reality that your workload often keeps your teams stuck in compliance mode.

Between OSHA recordkeeping, HazCom updates, Tier II/TRI reporting, contractor documentation, inspections, and incident follow-up, it can feel like every day is spent doing homework, with little time left for proactive risk reduction.

How can EHS professionals break the cycle and start moving beyond compliance?

Here’s a summary of recent guidance from VelocityEHS subject matter experts, including the latest white paper and webinar panel discussion.

Why So Many Teams Feel Trapped in Compliance

Here’s a blunt EHS management reality check: Many EHS teams are under-resourced, using disconnected tools, and carrying too much responsibility on too few shoulders. That probably isn’t news to you. It’s also probably unsurprising that the problems compound when you factor in the burdens of maintaining regulatory compliance, given all the data collection and reporting tasks, and the consequences of noncompliance in the form of violations and fines.

The strain of just keeping up with basic EHS management tasks, especially those focused on compliance, forces EHS professionals into a reactive posture. The white paper calls this reactive safety management approach, a pattern where urgent follow-ups and documentation demands crowd out prevention and planning.

The result certainly causes stress for EHS teams, but it also creates risk. When incident data is inconsistent, chemical inventories lack ingredient-level visibility, and high-hazard work oversight is fragmented, organizations can meet minimum requirements, while still missing the signals that prevent serious harm.

Compliance Pressures Aren’t Getting Any Easier

Several regulatory areas are broadly applicable and consume significant time and resources to manage:

  • Hazard Communication (HazCom) for chemicals stored and used onsite to maintain compliance, including inventory, labels, SDS access, and training.
  • OSHA Recordkeeping for occupational injuries and illnesses, maintaining quality data for compliance reasons, and surfacing usable insights into workplace risks to prevent future incidents.
  • Chemical Reporting, including EPA Tier II and Form R/Toxic Release Inventory (TRI), and the ongoing challenge of keeping pace with regulatory changes, such as updates to the TRI chemicals list.

You also need to know whether you have products containing TRI chemicals or Extremely Hazardous Substances (EHSs) as ingredients in your products to assess your reporting obligations. For example, the Tier II reporting thresholds quantities for EHS chemicals are much lower than the 10,000-pound threshold for most other chemicals. AI-powered chemical ingredient indexing can help here.

  • PFAS, known as forever chemicals, and the growing need for ingredient-level insight to understand obligations and stakeholder expectations. For instance, the EPA adds new PFAS to the TRI reporting list at the beginning of every year, and all TRI-listed PFAS have a reporting threshold of only 100 pounds, whether manufactured, processed, or otherwise used. Getting AI insights into the PFAS in your inventory can help you stay ahead of these evolving regulatory requirements and better anticipate and control risks.

Three Key Regulatory Principles to Remember

 

1) Regulations Aren’t Static.

The regulatory world changes and sometimes the changes come quickly, which can catch you by surprise if you’re not following closely.

For example, OSHA in the U.S. recently updated two of its most widely applicable regulations: The Recordkeeping Standard and the HazCom Standard. A 2024 final rule updated chemical classifications for aerosols and flammable gases under HazCom, while also creating new categories for desensitized explosives and chemicals under pressure. In addition, updating information for safety data sheets (SDSs) is required, and these changes impact all users of hazardous chemicals across the supply chain.

In the case of Recordkeeping, the second reporting cycle under updated electronic injury and illness reporting requirements recently passed, which now require some establishments to annually submit Form 300 and Form 301 data via the Injury Tracking Application (ITA) in addition to 300A data they’d already been submitting.

2) Regulatory Compliance Can Be Time-Consuming Work.

It takes time to complete all your regulatory to-dos, additional time to research whether regulations have changed, and further time to determine how the changes may affect you. These tasks take even longer if you don’t have easy ways to share responsibility for key safety program activities, whether compliance-focused or otherwise.

3) Regulations Address Risk, But Risk Goes Beyond Regulations.

The entire reason that agencies create regulations is to address specific areas of workplace risks. For example, OSHA created the HazCom Standard to ensure that employees had access to information about the hazards of chemicals in their workplace, so they could safely store and use those chemicals. As a result, failure to comply with regulations increases safety risks in your workplace.

However, the converse is not true: Regulatory compliance does not imply the absence of risks. That’s because regulations can’t possibly identify and proscribe correctives for all of the risks that may potentially exist in a specific workplace. Too much focus on maintaining compliance can cause you to overlook risks outside of specific regulatory scopes. And difficulty keeping up with compliance tasks can put you in the worst of both worlds, falling behind on addressing risks addressed by regulations, while also failing to assess and control many other workplace risks.

AI Empowers You to Manage Risk Proactively

The key message across our white paper and our webinar is simple: AI isn’t just about doing tasks faster. It’s about improving the quality of EHS work and unlocking the bandwidth and insight needed to manage risk proactively.

Key practical and EHS-specific AI use cases include:

  • Incident Management Improvement via AI-assisted incident descriptions, smarter root cause analysis (RCA) support, better corrective action selection, and potential for severe injury and fatality (PSIF) risk detection to surface serious risk potential earlier. These improvements help EHS professionals shift toward a more prevention-focused approach. For example, AI-enhanced RCA identifies systemic underlying causes beyond common placeholders like human error.
  • Chemical Ingredient Indexing services that use machine learning to make inventories visible at the ingredient level enable you to cross-reference regulatory lists and flag chemicals of concern, including poly and perfluoroalkyl substances (PFAS).
  • Job Safety Analysis (JSA) Improvements using AI for more complete task descriptions and better hazard and control recommendations make it easier to compare sites and get frontline participation.
  • Ergonomics enhancement enables faster, more actionable assessments, with guidance on causes and controls, so the focus shifts from assessment to solutions.
  • Contractor Safety + Permit-To-Work provides streamlined onboarding, better visibility into high-hazard work, and automated processing of contractor documents to reduce admin drag.

Another key takeaway is that not all AI is equal. Look for purpose-built AI trained on real EHS data and supported by real subject matter expertise, not generic tools bolted onto workflows.

The Bottom Line: Simplify Compliance to Move Beyond It

The white paper’s throughline is that you can only move beyond compliance by simplifying compliance workflows, improving visibility, and turning data into actionable insight.

Effective AI integration, with purpose-built solutions and human expertise, ensures regulatory compliance and safer work environments. That’s how you build risk governance, and shift from reactive to proactive safety management.

Get On-Demand Resources to Support Your Journey

If you want the full breakdown, including regulatory pain points, practical AI applications, and the roadmap for moving from compliance-heavy work to proactive risk governance, check out the complete white paper here.

If you’d like additional perspective, check out our on-demand recording of a recent webinar in which EHS Professionals Phil Molé and Marc Juaire discuss these themes and answer questions from attendees.

Let VelocityEHS Help

Check out the AI and EHS page to learn more about purpose-built, human-centered AI woven into the VelocityEHS Accelerate® Platform. Or, if you’re ready to see for yourself how Velocity AI and Vēlo can empower safety professionals to act faster, with greater clarity and consistency, set up a meeting with us today.