Advanced security only delivers on its promise if it rests on a mature operational foundation: modern infrastructure, automated processes and a proactive culture.
Imagine a company has just approved the purchase of an AI-powered security tool that can automatically detect and classify vulnerabilities in production. This tool fits perfectly into advanced security logic: complete CI/CD automation, mature platform engineering and sophisticated security orchestration.
It is only after integration that a much more complex reality appears. The security stack is not fully aligned with how infrastructure engineering teams operate, and existing legacy systems create manual work for teams to juggle different tools to fill gaps and check alerts. Result: all the efficiency gains that this new tool could have brought are lost.
This scenario repeats itself in many software factories. For large software companies facing high operational complexity, well-intentioned additions to a security program can further increase complexity and lead to unexpected problems. Security then becomes a bottleneck rather than a performance lever.
While implementing advanced security is an important goal, it requires adequate preparation that goes beyond simply purchasing a new tool. It is operational maturity that determines whether a new solution becomes a productivity booster or expensive software that will not be used.
Safety excellence starts with operational excellence
Before scaling security operations, it is essential to fully understand the existing processes that support an organization’s security infrastructure. Operational maturity varies slightly between organizations, but three key indicators help determine whether an organization is ready to implement more advanced security capabilities:
- The infrastructure is modern. Mature organizations rely on infrastructure that facilitates compliance with security standards. Cloud-native or hybrid architectures simplify updates and maintenance, unlike legacy infrastructures, weighed down by technical debt and complexity.
- Deployment processes are automated and well documented. Experienced teams automate pipelines and use API-driven operations to eliminate repetitive tasks and scale their security programs. They also document their processes and work closely with infrastructure and reliability teams to maintain sophisticated monitoring and complete visibility across systems. Less experienced organizations often rely on manual processes and institutional know-how, making it nearly impossible to replicate workflows and cross-functional collaboration.
- The safety culture is proactive and flexible. Culture can simplify or complicate how an organization responds when problems arise during implementation. A culture that favors post-incident analyzes without seeking individual responsibility and encourages proactivity will make it easier to assess errors and implementation gaps, in order to prevent future problems. Teams stuck in reactive cycles within their existing workflows will be overwhelmed by new capabilities as their security programs grow.
Success relies on the ability to gain efficiencies and manage technical debt, without relying on linear scaling. Organizations that display the highest degree of maturity on these indicators will be able to evolve their security program.
If the organization is not ready, a phased approach is required
When a company struggles to achieve these maturity indicators, it should prioritize strengthening its existing operational engineering foundations, rather than adding more advanced capabilities.
Hybrid security approaches will be ideal during this transition. As CI/CD pipelines are modernized, strangler fig solutions (which gradually transition legacy systems to modern infrastructure) help maintain security coverage while incrementally modernizing tools and processes.
Furthermore, avoid being too ambitious with overly aggressive transformation deadlines or overloading teams. Carried out simultaneously, platform migration and process redesign can cause widespread disruption and compromise the pace and effectiveness of both initiatives.
Time will be the determining factor. Organizations managing both high complexity and ambitious modernization efforts should expect this process to take between 36 and 48 months. Hoping for faster results often leads to implementation failures and places unrealistic demands on teams. Management should be informed of this multi-year schedule, with milestones identified along the way.
As an example, here is what a timeline to strengthen operational readiness would look like:
- Phase 1: stabilization and planning. Assess the current state of your software security operations and identify transformation requirements. This is where you begin to build a hybrid security architecture that supports legacy and modern systems, and establish a transformation roadmap with milestones and success indicators.
- Phase 2: construction of the foundations. Take steps to reduce technical debt and start deploying hybrid models that launch modern platforms alongside legacy systems. Drive automated capabilities in high-value areas of your program that are already demonstrating ROI, and incorporate cultural initiatives to reduce organizational resistance and build momentum.
- Phase 3: acceleration. Maintain the momentum of transformation. Evaluate progress on legacy migration and modernization efforts, and ensure emerging platform capabilities enable autonomy.
- Phase 4: optimization. Measure the improvement in the effectiveness of your program compared to your initial baseline. Confirm the status of legacy system constraints and assess how increased security automation can improve business velocity.
This timeline will be different for each organization.
Towards a more robust security program
For software factories, product safety is intrinsically linked to software quality. Excellence in safety constitutes a decisive competitive advantage in today’s market. However, even the most sophisticated AI-based security tools and capabilities cannot compensate for immature operations and processes.
True business value begins with establishing solid operational foundations. Organizations limited by legacy constraints, technical debt, and manual processes will never achieve security excellence, no matter how much they invest.
Building strong software security infrastructure and processes must be the priority: only then will investments in advanced security capabilities truly deliver on their transformative promise.
