Webinar
2024 Software Security and Compliance Predictions
Explore 2024 predictions shaping software security, SBOMs, AI‑generated code, compliance shifts, and secure‑by‑design practices for modern software teams.
Original Air Date: January 31, 2024
Overview
In a year defined by rapid regulatory shifts, explosive AI adoption, and rising expectations for software integrity, staying ahead of the curve is no longer optional—it’s a competitive advantage. This webinar dives into the most urgent software security and compliance trends shaping 2024, giving you the insights you need to build safer, smarter, and more resilient products.
You'll uncover what upcoming legislation really means for software producers, how SBOM practices are evolving, and why “secure by design” is becoming the new industry baseline. The session also demystifies the surge of AI‑generated code and what it means for your IP, licensing obligations, and long‑term risk posture. You’ll walk away with actionable strategies to modernize your development processes, reduce friction for engineering teams, and streamline compliance without slowing innovation. If you’re responsible for software quality, security, or product strategy, this session will equip you with practical steps you can put to work immediately—and key insights your competitors may already be acting on.
Recap
Key Themes and Takeaways
Legislation Finally Takes Shape in 2024
One of the central themes explored was the long‑awaited transition from guidance to enforceable software security legislation. After years of industry debate, 2024 signals the start of concrete rules that will govern software attestations, SBOM expectations, remediation timelines, and the depth of transparency required from software producers. This shift means organizations must be prepared for clearer—but more demanding—requirements that will directly influence product planning, development processes, and customer commitments.
The Maturation of SBOM Practices
The discussion highlighted how the early years of SBOM adoption focused mainly on generating a document, often with limited consistency or usability. Now, organizations are expected to treat SBOMs as operational assets—tools for real-time risk assessment, vulnerability tracking, and compliance validation. Industries with higher security expectations are already driving deeper SBOM demands, from transit dependencies to ongoing monitoring workflows. For software producers, SBOMs are rapidly becoming indispensable for both regulatory readiness and customer trust.
AI‑Generated Code Creates New Obligations
The rapid rise of AI‑generated code surfaced as both a productivity accelerator and a compliance challenge. With AI tools producing code that may include open source snippets or unclear provenance, teams must account for new licensing, IP, and security considerations. Even organizations that do not explicitly use AI coding tools may inherit AI‑generated code through open source dependencies. The key takeaway is that modern software producers must update policies, scanning processes, and developer training to manage the risks introduced by this accelerating trend.
Shift‑Left Evolves Toward Prevention and Automation
“Shift left” has evolved from catching issues earlier to preventing them entirely through automated guardrails embedded directly into developer workflows. The session underscored that automation alone is not enough—organizations also need periodic, deep analysis to catch issues that automated tools may miss. This multi-layered approach balances speed with rigor, enabling development teams to move quickly while ensuring that critical vulnerabilities and licensing issues do not slip through the cracks.
Ownership and Accountability Continue Shifting
As compliance expectations rise, the burden can no longer sit solely with individual engineers. Cross-functional teams dedicated to software assurance, release excellence, or compliance management are taking on greater responsibility, creating a buffer that protects engineering from constant interruptions. These teams coordinate legal, security, risk, and engineering inputs to ensure consistent compliance practices across products. For software producers operating in complex ecosystems or serving regulated industries, this structural shift is becoming essential to maintain both velocity and quality.
Security by Design Becomes the New Standard
The webinar emphasized that reactive patching is no longer acceptable in a world where security incidents carry heavy financial and reputational consequences. A secure-by-design mindset—prioritizing hardened defaults, threat modeling, proactive controls, and secure deployment architectures—is becoming the expected baseline. While more challenging for teams with large legacy codebases, adopting secure-by-design practices ultimately reduces long-term maintenance costs and strengthens customer confidence. Software producers who embrace this shift now will be better positioned as regulatory and market pressures intensify.
Frequently Asked Questions
In 2024, software producers can expect clearer and more enforceable regulations governing software attestations, security practices, and transparency around software components. These emerging requirements will impact how software is built, documented, and delivered to customers—especially in regulated industries. Teams must be prepared to demonstrate secure development practices, provide more detailed SBOMs, and respond to vulnerabilities within defined timelines. Organizations that proactively align with these standards will be better positioned to win deals and reduce compliance friction.
SBOMs are shifting from a compliance formality to a strategic asset that helps software producers prove product quality, reduce risk, and accelerate enterprise sales. As customers and regulators demand greater transparency, SBOMs offer visibility into licensing obligations and security posture. They also help monetization teams streamline audits, respond to customer questionnaires faster, and build trust with prospects. Strong SBOM processes ultimately support smoother renewals, fewer procurement delays, and stronger competitive differentiation.
AI‑generated code introduces new unknowns around provenance, licensing obligations, and long-term risk. Even when teams use AI responsibly, outputs may contain snippets resembling open source components without clear attribution. Software producers must strengthen scanning processes, update internal policies, and educate developers to ensure compliance. By doing this, organizations can leverage AI to accelerate development while minimizing exposure to legal or security pitfalls that could affect product monetization.
Modern shift-left practices go beyond early detection—they focus on preventing vulnerabilities and licensing issues before code is even committed. Automated guardrails, pipeline integrations, and real-time developer guidance now play a central role in ensuring quality at speed. This helps organizations reduce technical debt, improve release predictability, and avoid costly downstream fixes. Ultimately, shift-left strategies support healthier product lifecycles and reduce delays that impact monetization and customer satisfaction.
Many organizations are shifting from relying solely on developers to forming cross-functional groups dedicated to software assurance. These teams connect engineering, legal, security, and product functions to manage compliance holistically. By centralizing expertise and workflows, companies reduce interruptions to development while improving consistency and audit readiness. This structure allows monetization leaders to engage confidently with enterprise buyers who demand strong risk management practices.
Security-by-design principles reduce long-term maintenance costs, prevent incidents that damage customer trust, and align with emerging regulatory expectations. Instead of bolting on fixes after release, teams are encouraged to embed secure defaults, threat modeling, and hardened configurations throughout development. This creates a more resilient product foundation and reduces the frequency of patch-driven disruptions. For monetization teams, it also provides a competitive story that resonates with risk-sensitive buyers.
As more customers adopt formal security review processes, software producers must be ready to deliver clear, accurate, and validated SBOMs and attestations. This includes building repeatable workflows, implementing consistent scanning practices, and ensuring legal and security teams are aligned on messaging. Having these artifacts readily available helps shorten procurement cycles and prevents deal slowdowns. Companies that mature these processes early will gain a major advantage when selling into more risk-conscious industries.
Without clear visibility into open source and third-party components, organizations face heightened security, licensing, and compliance risks that can affect product stability and customer relationships. Vulnerabilities can go undetected, license violations may occur, and remediation can become reactive rather than systematic. This uncertainty often leads to delays in customer onboarding and renewals. Strong inventory practices and continuous monitoring help software producers maintain control and reduce operational surprises.
While automation is essential for scale, it cannot catch every vulnerability or licensing nuance—especially as codebases grow and AI-generated content increases. Many organizations adopt a hybrid approach: automated scans for speed and consistency, paired with periodic deep-dive assessments for accuracy. This ensures that critical issues don't slip through while keeping development velocity high. Such balance also gives monetization teams more confidence when responding to customer audits or security questionnaires
Software producers should start by aligning internal teams, strengthening policies around open source and AI usage, and investing in tools that support SBOM creation, vulnerability tracking, and secure development. Proactive preparation reduces the chances of deal disruption and demonstrates maturity to enterprise buyers. It also creates a foundation for smoother renewals and fewer costly surprises related to compliance failures. Ultimately, compliance readiness becomes a growth enabler—not a roadblock—for software monetization.
Resources
White Paper
Risky OSS: How Regulated Industries Can Secure the Software Supply Chain
This whitepaper reviews the state of OSS, four management use cases, and best practices and solutions to help security and legal teams in highly regulated industries. Access now to learn how you can confidently mitigate rising supply chain risk.
Data Sheet
OSS Inspector Plugin
Ensure your code is secure and compliant by effortlessly managing open source dependencies directly in your IDE.
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