Article updated August 2024.
What is compliance in the pharma industry, and how can pharma teams use tools and methodologies that support more compliant activities?
Pharmaceuticals are a highly regulated industry for a good reason: safety, efficacy, and the outsized impact medicines and treatments can have on patients’ lives. Regulatory scrutiny occurs across pharmaceutical operations, including sales and marketing, drug price reporting, patient privacy, clinical trials and operations, preclinical work and testing, and manufacturing. This makes pharma compliance one of the topmost priorities for companies. The ramifications of not complying with regulatory affairs in pharma can be serious, including significant financial judgments and even legal and criminal consequences.
Due to the risk of non-compliance and other threats to the pharmaceutical industry, drug developers should thoroughly understand what regulatory bodies govern them, be aware of new guidance and how it applies to them, and prioritize regulatory compliance at an enterprise level – all while minimizing delays and accelerating time to market and patient access.
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What is regulatory compliance in pharma?
Regulatory compliance means adhering to the legislation and regulations that apply to a company’s business. For a pharmaceutical manufacturer, this means complying with applicable laws enacted by a governing body and rules set forth by a regulating agency. Most countries differentiate between the two, with the difference between pharmaceutical legislation and pharmaceutical regulations described as follows:
“Legislation refers specifically to the creation of laws that are usually written in fairly general terms to meet present and possible future needs. They have language that enables the government to issue regulations based on the law. Passing new laws requires a lengthy process and involves a country’s legislative body.
Regulations are the rules established by an agency that interprets the laws to facilitate their practical implementation. They can be passed more quickly and simply than laws…Regulations have a way of expanding far beyond the size of the enabling law.”
To illustrate this example, consider the difference in the US between regulatory bodies like the FDA and laws that may change or update the way regulations are created or enforced. According to consulting firm PwC:
“In addition to the industry regulatory establishment (i.e., FDA, DHHS, EMEA, VA, and others), most major pharmaceutical and healthcare products companies are subject to the Security and Exchange Commission’s rules promulgated by the Sarbanes-Oxley (SOX) legislation. The intersection of SOX requirements and industry regulatory concerns is best understood within the context of the reporting and control mandates set forth under the SOX legislation’s Section 404. Industry-based regulatory compliance is highly relevant to the financial and operational control requirements described in Section 404 and thus creates additional impetus to align corporate compliance activities with multiple regulatory regimes.”
What is the purpose of regulation in the pharma industry?
Government regulation of pharmaceutical companies extends the timeline for new drug development, but these measures are enacted in the interest of public health. For instance, in the United States, the Food and Drug Administration or FDA regulations include extensive testing of new drugs to ensure product quality, safety, and efficacy, with the additional goal of minimizing side effects. Nearly all governments have a regulatory agency aimed at protecting citizens from harmful drugs and ensuring product quality. Besides the US FDA, these include EMA in the European Union, TGA in Australia, MHRA in the United Kingdom, and MCC in South Africa, to name a few.
The role of regulatory agencies
Regulatory agencies generally have two priorities: ensuring drug safety and effectiveness and facilitating access to medically useful drugs. But these goals are often at odds with one another, raising several important questions for regulators:
“The problem facing regulators is that efforts to achieve one goal may in fact reduce the chances of achieving the second goal. Stringent regulations designed to keep dangerous or ineffective drugs off the market may delay patient access to new medicines. Alternatively, efforts to improve drug access by lowering regulatory stringency and accelerating reviews could lead to the approval of some drugs that are either unsafe or ineffective.
The trade-off between safety and access is a central one in the regulation of new pharmaceuticals. The challenge for pharmaceutical regulators is balancing an interest for safety and efficacy with an interest for timely access. Finding the right balance, however, requires regulators to weigh the costs of unsafe or ineffective drugs against the costs of delay in the approval of beneficial drugs.”
How the pandemic altered the compliance picture
In 2020, the pharma industry – together with the government and other industries – sought ways to speed up the delivery of life-saving treatments and medical supplies. Regulatory processes were changed or paused as high demand and lockdown restrictions threatened the availability of critical supplies. Some regulatory changes from regulatory bodies worldwide included:
- Remote inspections for pharmaceutical facilities
- Reducing data requirements for clinical trials
- Issuing guidelines to maintain social distancing in trials or waiving the guidelines where warranted
- Lengthening the time period a prescription is valid
- Rolling reviews to accelerate emergency use authorization (EUA)
- Increased acceptance of decentralized trials and the benefits of hybrid clinical trials
While some of these adjustments returned to pre-pandemic standards, other pandemic-era shifts may be permanent. For example, the way companies and individuals communicate is much more tech-enabled, with patients, healthcare providers, and pharma organizations much more likely to engage online or via apps. This could expose companies to risk if digital communication channels are not secure. Pharma companies should ensure they communicate with patients, payers, and experts via secure platforms with built-in compliance features.
The increased use of technology, including artificial intelligence, will force further regulatory changes. According to Pharmaceutical Technology:
“Regulatory flexibility is not about dropping standards or compromising [good manufacturing practice] compliance, but rather improving synergies with better collaboration between regulators and manufacturing companies, while incorporating risk-based approaches. The future of quality in the pharmaceutical industry could be more innovative and efficient than ever, with digitalization and collaboration with regulatory agencies.”
What are the risks of regulatory non-compliance in pharma?
Regulatory non-compliance can profoundly impact a pharma company’s finances, reputation, and customers. But the world’s leading pharmaceutical manufacturers and firms must innovate efficiently while monitoring compliance risk mitigation and risk management. Therefore, most of the world’s leading drug manufacturers also face similar types of risks around regulatory compliance.
Regulatory implications for AI and ML in pharma
The FDA’s latest statement on AI and ML for drug development appears as follows:
FDA recognizes the increased use of AI/ML throughout the drug development life cycle and across a range of therapeutic areas. In fact, FDA has seen a significant increase in the number of drug and biologic application submissions using AI/ML components over the past few years, with more than 100 submissions reported in 2021. These submissions traverse the landscape of drug development — from drug discovery and clinical research to postmarket safety surveillance and advanced pharmaceutical manufacturing.
Additionally, AI/ML is increasingly integrated in areas where FDA is actively engaged, including Digital Health Technologies (DHTs), and Real-World Data (RWD) analytics.
FDA is committed to ensuring that drugs are safe and effective while facilitating innovations in their development. As with any innovation, AI/ML creates opportunities and new and unique challenges. To meet these challenges, FDA has accelerated its efforts to create an agile regulatory ecosystem that can facilitate innovation while safeguarding public health.
As part of this effort, FDA’s Center for Drug Evaluation and Research (CDER), in collaboration with the Center for Biologics Evaluation and Research (CBER) and the Center for Devices and Radiological Health (CDRH), issued an initial discussion paper to communicate with a range of stakeholders and to explore relevant considerations for the use of AI/ML in the development of drugs and biological products. The agency will continue to solicit feedback as it advances regulatory science in this area.
AI/ML will undoubtedly play a critical role in drug development, and FDA plans to develop and adopt a flexible risk-based regulatory framework that promotes innovation and protects patient safety.
Drug companies will want to ensure their regulatory teams and advisors remain closely connected to the FDA’s latest guidance and thinking on the subject. Drug companies would also do well to closely evaluate the need – and plan accordingly – for additional resources capable of validating the safety of AI and ML technologies integrated into their programs, including addressing concerns of bias, and more stringent post-market surveillance requirements given the constant evolutionary nature of the technology.
As our colleagues at the Global Center for Medical Innovation (GCMI) have stated, “Like Good Manufacturing Practices (GMP) and Good Laboratory Practices (GLP), regulators will look closely at adherence to GMLP guidelines. How are you controlling the code? Who can make changes? What does your post market analysis look like? The agency’s 10 “Guiding Principles of Good Machine Learning Practice for Medical Device Development” can be found here.”
It is reasonable to expect distinction in AI and ML regulations and guidelines between some elements of pharma and device (though the blurred line in combination devices will likely lean closer to device regulations and guidelines than drugs once a clear distinction is made).
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Rather than settling for siloed views of regulatory affairs – in which individual teams are responsible for ensuring compliance – pharmaceutical organizations should build an enterprise-level view of what’s happening with regulatory issues. Drugmakers can also adopt technological compliance solutions to improve regulatory compliance. For instance, the use of big data in the pharma industry is increasing across the organization, from research and development to marketing. Regulatory affairs should explore whether this type of disruptive innovation in pharma can maintain data integrity and decrease the risk of compliance issues.
Proceed with caution – but do proceed
Always consider security, safety, and ethics when evaluating and implementing AI capabilities with compliance in mind.
In an article on AI regulation for pharma and medical device companies in Scilife.io, reporter Angel Buendia wrote that while many AI solution providers consider these factors, such considerations are not required or universal.
“It is essential to address AI concerns to ensure ethical considerations, human rights, transparency, and accountability in AI development and deployment for health,” said Buendia. “Organizations must be aware of their responsibilities and take the necessary steps to ensure that AI is used responsibly and safely. Governments must create and enforce these laws to ensure AI is used ethically and responsibly.”
“The responsible use of AI in pharma is being addressed by regulatory efforts. However, it has become increasingly difficult for regulatory agencies to keep up with AI technologies as they become more widely used.”
There’s a long road ahead for AI and compliance in pharma. While there’s no shortage of potential applications for AI in pharma and biotech, companies should continue to ask questions about security and data privacy to avoid running afoul of regulatory or compliance standards that must evolve with the speed of innovation in the field.
How can insights management support pharma compliance?
Some companies use tech solutions like pharma compliance software to help them stay within the proper guidelines and regulations. Insights management can help pharmaceutical firms and compliance committees reduce overall regulatory non-compliance concerns. For example, engaging key experts, healthcare professionals, or patients in a virtual advisory board environment allows medical affairs teams and the firm’s compliance teams to maintain vigilance when soliciting scientific input, dealing with sensitive personal medical information, or creating patient retention strategies in clinical trials. Commercial teams can also rely on an insights management platform to ensure they are engaging patients with the appropriate level of privacy or double-blinding discussions to eliminate the appearance of bias or influence.
Within3’s insights management solution enables users to gather, integrate, and analyze insights more effectively than with traditional methods. Pharma teams report reducing reporting time from months to days, with 3-7x more high-quality feedback and 90% less work associated with data analysis. In group engagements, our Moderator Assistant combs through responses in real-time, serving up conversation summaries, recommending follow-up actions, and enabling you to drive deeper, more insightful conversations in less time.
To learn more about applying better insights management within a life science organization, download our white paper.