Horizon Scanning and AI: Transforming Chemical Compliance and Regulatory Success

When it comes to the regulatory landscape for chemical compliance, there's a constant flow of updates, new deadlines, and the addition of chemicals of concern. The pace of regulatory compliance updates in chemical industries is relentless, making horizon scanning essential for businesses. It's challenging enough to stay on top of the constant updates and changes, without taking time to look ahead to trends and insights that point to the future of regulatory compliance.

The practice of continuously monitoring, identifying, and analyzing emerging regulations, restrictions, and market trends that can impact product safety, regulatory compliance, and global market access is known as horizon scanning. Savvy companies understand that looking ahead to what's next is the best way to position themselves for regulatory success.

Horizon scanning and regulatory compliance are critical for businesses navigating the ever-changing landscape of chemical regulations. Leveraging AI tools for compliance monitoring can streamline processes and ensure market readiness.

The insights revealed though horizon scanning often tip off companies to upcoming changes, challenges or regulations that can have a major impact on their business, allowing them to stay one step ahead. But most teams struggle with limited bandwidth to incorporate regular horizon scanning into their routine. Fortunately, AI is empowering teams with new tools to conduct horizon scanning in an efficient and effective way.

Benefits of horizon scanning for chemical compliance

Horizon scanning tools, especially those powered by AI, are revolutionizing how companies approach regulatory compliance. Horizon scanning enables risk anticipation and helps businesses capitalize on market trends in compliance.

Consistent and effective horizon scanning delivers many benefits to companies. Consider some of the business implications for companies that conduct regular horizon scanning.

Anticipate risks – Horizon scanning may provide companies with early information that allows them to identify risks early. For example, news scans may reveal that recent scientific research indicates that a certain chemical significantly impacts human health. With this in mind, companies may begin the process of evaluating their products for use of this particular chemical and identifying alternatives, as most likely this chemical will be added to the list of substances of concern that are highly regulated.

Spot opportunities – Market shifts aren't always triggered by changes to the regulations themselves. Often, consumer sentiment or awareness campaigns trigger new risks and opportunities related to chemical composition. Consider news coverage of a particular chemical that could trigger widespread awareness among consumers, allowing companies to begin promoting the fact that their products do not contain that particular substance in order to capitalize on a consumer market trend and promote the safety and sustainability of their brand.

Strategic confidence – Murmurs of changes to official regulations on labelling or reporting can foreshadow new reporting and labelling provisions, allowing companies time to work these changes into their process over time. This provides companies with the additional runway to position themselves for successful, confident compliance without the panic or hiring of last-minute resources to meet unforeseen deadlines.

The four-step horizon scanning process

Effective horizon scanning involves compliance monitoring tools to track emerging regulations and trends. It’s more than just reading a news feed each morning. It is an in-depth, painstaking process, involving four critical steps:

Step 1: Scanning and collecting data – Teams must identify trends by collecting and scanning news, data, scientific reports, regulatory updates and other information that signals movement in the marketplace as well as scientific and regulatory worlds. It's important to vet sources to ensure validity and accuracy. For example, a single mom blog pitted against a particular industry or chemical is not equal to widespread media coverage on the dangers of a particular chemical.

Step 2: Interpreting and filtering data – After data consolidation comes the process of discerning trends from noise and pulling out the relevant insights to drive decision-making. In the case of chemical compliance, regulatory considerations and comments differ from accepted and enforceable provisions, requiring careful vetting of data.

Step 3: Sensemaking – Sensemaking is the process of determining how this information applies to the business. What level impact will each of the findings have and how should addressing them be prioritized? For example, if a company believes it is not possible to achieve compliance by the proposed due dates, what are the costs of failure to comply and which provisions should be achieved first so as to minimize cost and risk?

Step 4: Reporting – This step involves communicating the findings to stakeholders and using insights collected to inform strategic decision-making at the company. This can be an extremely critical, but time-consuming step.

Horizon scanning: The old way vs the new way

The challenges associated with the manual process of horizon scanning are clear. The sheer volume of data is unimaginable. It can also be difficult to make sense of the data collected, to determine equivalents, particularly when substances and mixtures of concern are involved. The process of sensemaking is not unilateral and involves interpretation, judgement calls, and discernment. The entire process of horizon scanning is extremely time- and resource-intensive, making it a stretch accomplishment for many companies.

Fortunately, AI can help expedite and even improve the effectiveness of the horizon scanning process.

How AI transforms compliance monitoring

AI for horizon scanning accelerates the process of identifying emerging regulations and ensures compliance readiness. Human expertise combined with AI results in an optimized horizon scanning process. A recent study found that for certain tasks including classification and forecasting, a combination of AI and human evaluation outperformed either alone, achieving 90% accuracy. Here's how the horizon scanning process works leveraging AI tools.

• Instead of being a days-long process, scanning and collecting the latest news, data and information can now be done in a matter of minutes. When fueled with carefully curated, expert-vetted resources, AI can process a virtually unlimited volume of data in a matter of minutes.
• Using algorithms and machine learning, AI can effectively evaluate sources and trends, calculating the frequency and prevalence of certain topics. This step can be completed with greater accuracy than is possible with human resources.
• Sensemaking is a combined effort between experts and AI. However, AI can effectively support decision-makers with data to make these prioritizations. For example, users can input conversational search queries to gain insights. For example, they can enter the question: “How many of our products contain chemical of concern A vs. chemical of concern B?” and leverage the response to make more enlightened decisions.

AI expedites the process of creating meaningful reports for various users thanks to AI's extensive content-generation abilities. Instead of taking hours to generate reports and updates, these tasks can now be completed in a matter of an hour.

Choosing an AI tool for chemical compliance

While AI tools are easily available, it's important to discern between conventional AI solutions and those that are purpose-built for chemical compliance. When selecting AI compliance solutions, ensure they provide accurate chemical regulatory updates and prioritize data security.

Here are some capabilities to seek in a solution:

• Security and data privacy – Chemical formulations and other product information is proprietary to companies and often the basis of their competitive advantage. Most large language models (LLMs) intake user prompts and use them to generate future responses to users. For this reason, it's important to ensure the AI tool you use for horizon scanning does not maintain and share proprietary data that you may input to generate sensemaking and reporting results.
• Vetted source data – AI's outputs are only as good as the data used to generate results. When it comes to regulatory data, there can be a lot of noise and misinterpretation given the highly technical nature of the material and the great number of specialized terms and acronyms.
• Usage limits and accessibility – Many traditional AI systems price by usage or by seats. In order to streamline adoption, it's important that the entire team have access to and encourage the use of AI. Choose tools that are priced for unlimited use.

Horizon scanning is the key to regulatory success and achieving sustainability in compliance. Effective horizon scanning changes the game for companies because it enables more informed decision making and streamlined regulatory compliance. Companies recognize the need for horizon scanning, but are often unsure how to get started.

Watch our on-demand webinar, “How AI is transforming compliance: New Horizon Scanning Best Practices for OSHA, GHS, REACH, TSCA and More” to learn more about best practices.

Discover how horizon scanning allows you to capitalize on market trends, promote safety and achieve sustainability in your business. Watch the on-demand webinar now!