The ROI of an Agile Learning Platform
Agile learning for secure code in the SDLC pays off
This is the third in a three-part blog series discussing the attributes and benefits of an Agile Learning Platform for secure code. In part 1 we introduced the concept of agile learning and how Secure Code Warrior’s platform exemplifies several agile principles. In part 2 we explored how an agile learning platform replaces traditional compliance-oriented security training.
An agile learning platform delivers a learning experience that allows the learner to internalize and use new skills more effectively, through a combination of hands-on, in-context education that’s truly integrated into their day-to-day job, as part of the job. This approach to learning, as SCW has applied it to developers acquiring secure coding skills, separates SCW from traditional learning modalities and sets us apart. In this third and final blog in the series we walk you through the ROI organizations can expect from an agile learning platform for secure code and how to model the numbers for your organization.
Business impact
Organizations that adopt an agile approach for secure code learning see 2x to 3x business impact from two levers: the ability to fix vulnerabilities faster and rework cost avoidance.

The earlier in the SDLC that vulnerabilities are addressed, the less damage they can cause and the less costly they are to remediate. According to security expert Jim Routh, who previously served as Chief Security Officer at Aetna and CISO at MassMutual, the cost per defect during the phases of the SDLC rise to greater than $14,000 if performed during maintenance mode after the software is released to production. Costs can be halved if addressed during testing and they can be 14 times less expensive if addressed during the coding phase.

The more well-equipped developers are to fix vulnerabilities faster or to avoid them altogether, the less cost and risk an organization must accept in its software products and internal applications. Organizations that want to invest in vulnerability prevention and software quality provide developers with an agile learning platform that delivers flexible experiences and multiple pathways for them to learn, specifically designed for immediate business impact.
Research from NIST indicates that the hours required to fix a vulnerability varies, but the estimates in the table below have been identified in real-world scenarios with large enterprise customers.
After teams develop new secure coding skills, SCW customers have noted their developers fix vulnerabilities as much as 50% to 60% faster and produce 50% fewer high-risk vulnerabilities in production code. Every organization’s experience varies, but these results have been observed at large enterprises with more than 5,000 developers. Increasing developer productivity has had a bottom line impact.
Operational cost reduction: fix vulnerabilities faster
To understand the financial impact of a more secure software development process and how an investment in an agile learning platform helps developers fix vulnerabilities faster, use the model below and substitute your own numbers for the variables in blue:
Baseline:
Assumed benefit of agile learning platform on MTTR (Mean Time To Remediate)
Prevention value: rework cost avoidance
An agile learning platform helps developers write secure code from the start. The model for determining this financial impact is presented below.
Agile learning approach makes a difference
The SCW agile learning platform for secure code is superior to alternative developer security training approaches. SCW customers have seen outstanding results, which of course vary according to the individual costs and vulnerability metrics of their unique situation. One large financial services company, Envestnet, found that SCW-educated developers fixed 2.7x more vulnerabilities than their peers. Additionally, a group of 1,200 SCW-educated developers increased remediation rates in their queue by 120%.
As with any business solution investment, It’s important to evaluate your unique circumstances. Our team can partner with you on an assessment of your current state and develop a customized business case. If you’re looking to assess the impact on your own, use the models outlined in this blog and take a look at a recent customer webinar with Sage, the UK-based $2B Accounting and ERP software company, who discuss an 82% reduction in MTTR for vulnerabilities as part of a robust program to build a security culture.
About Secure Code Warrior
Secure Code Warrior gives your developers the skills to write secure code. Our learning platform is the most effective secure coding solution because it uses agile learning methods for developers to learn, apply, and retain software security principles. Over 600 enterprises trust Secure Code Warrior to implement agile learning security programs, deliver secure software rapidly, and create a culture of developer-driven security. Ready to learn more? Request a demo.


The cost of addressing code vulnerabilities and technical debt is high and continues to suppress software development teams’ productivity. Learn how implementing an agile learning platform for secure code can more effectively train developers on secure coding techniques to fix vulnerabilities faster as well as earlier in the SDLC and prevent them in the first place to drive significant cost avoidance. This blog outlines how to think about the financial impact and ROI of an agile learning platform.
Secure Code Warrior makes secure coding a positive and engaging experience for developers as they increase their skills. We guide each coder along their own preferred learning pathway, so that security-skilled developers become the everyday superheroes of our connected world.

Secure Code Warrior is here for your organization to help you secure code across the entire software development lifecycle and create a culture in which cybersecurity is top of mind. Whether you’re an AppSec Manager, Developer, CISO, or anyone involved in security, we can help your organization reduce risks associated with insecure code.
Book a demoSecure Code Warrior makes secure coding a positive and engaging experience for developers as they increase their skills. We guide each coder along their own preferred learning pathway, so that security-skilled developers become the everyday superheroes of our connected world.
This article was written by Secure Code Warrior's team of industry experts, committed to empowering developers with the knowledge and skills to build secure software from the start. Drawing on deep expertise in secure coding practices, industry trends, and real-world insights.


Agile learning for secure code in the SDLC pays off
This is the third in a three-part blog series discussing the attributes and benefits of an Agile Learning Platform for secure code. In part 1 we introduced the concept of agile learning and how Secure Code Warrior’s platform exemplifies several agile principles. In part 2 we explored how an agile learning platform replaces traditional compliance-oriented security training.
An agile learning platform delivers a learning experience that allows the learner to internalize and use new skills more effectively, through a combination of hands-on, in-context education that’s truly integrated into their day-to-day job, as part of the job. This approach to learning, as SCW has applied it to developers acquiring secure coding skills, separates SCW from traditional learning modalities and sets us apart. In this third and final blog in the series we walk you through the ROI organizations can expect from an agile learning platform for secure code and how to model the numbers for your organization.
Business impact
Organizations that adopt an agile approach for secure code learning see 2x to 3x business impact from two levers: the ability to fix vulnerabilities faster and rework cost avoidance.

The earlier in the SDLC that vulnerabilities are addressed, the less damage they can cause and the less costly they are to remediate. According to security expert Jim Routh, who previously served as Chief Security Officer at Aetna and CISO at MassMutual, the cost per defect during the phases of the SDLC rise to greater than $14,000 if performed during maintenance mode after the software is released to production. Costs can be halved if addressed during testing and they can be 14 times less expensive if addressed during the coding phase.

The more well-equipped developers are to fix vulnerabilities faster or to avoid them altogether, the less cost and risk an organization must accept in its software products and internal applications. Organizations that want to invest in vulnerability prevention and software quality provide developers with an agile learning platform that delivers flexible experiences and multiple pathways for them to learn, specifically designed for immediate business impact.
Research from NIST indicates that the hours required to fix a vulnerability varies, but the estimates in the table below have been identified in real-world scenarios with large enterprise customers.
After teams develop new secure coding skills, SCW customers have noted their developers fix vulnerabilities as much as 50% to 60% faster and produce 50% fewer high-risk vulnerabilities in production code. Every organization’s experience varies, but these results have been observed at large enterprises with more than 5,000 developers. Increasing developer productivity has had a bottom line impact.
Operational cost reduction: fix vulnerabilities faster
To understand the financial impact of a more secure software development process and how an investment in an agile learning platform helps developers fix vulnerabilities faster, use the model below and substitute your own numbers for the variables in blue:
Baseline:
Assumed benefit of agile learning platform on MTTR (Mean Time To Remediate)
Prevention value: rework cost avoidance
An agile learning platform helps developers write secure code from the start. The model for determining this financial impact is presented below.
Agile learning approach makes a difference
The SCW agile learning platform for secure code is superior to alternative developer security training approaches. SCW customers have seen outstanding results, which of course vary according to the individual costs and vulnerability metrics of their unique situation. One large financial services company, Envestnet, found that SCW-educated developers fixed 2.7x more vulnerabilities than their peers. Additionally, a group of 1,200 SCW-educated developers increased remediation rates in their queue by 120%.
As with any business solution investment, It’s important to evaluate your unique circumstances. Our team can partner with you on an assessment of your current state and develop a customized business case. If you’re looking to assess the impact on your own, use the models outlined in this blog and take a look at a recent customer webinar with Sage, the UK-based $2B Accounting and ERP software company, who discuss an 82% reduction in MTTR for vulnerabilities as part of a robust program to build a security culture.
About Secure Code Warrior
Secure Code Warrior gives your developers the skills to write secure code. Our learning platform is the most effective secure coding solution because it uses agile learning methods for developers to learn, apply, and retain software security principles. Over 600 enterprises trust Secure Code Warrior to implement agile learning security programs, deliver secure software rapidly, and create a culture of developer-driven security. Ready to learn more? Request a demo.

Agile learning for secure code in the SDLC pays off
This is the third in a three-part blog series discussing the attributes and benefits of an Agile Learning Platform for secure code. In part 1 we introduced the concept of agile learning and how Secure Code Warrior’s platform exemplifies several agile principles. In part 2 we explored how an agile learning platform replaces traditional compliance-oriented security training.
An agile learning platform delivers a learning experience that allows the learner to internalize and use new skills more effectively, through a combination of hands-on, in-context education that’s truly integrated into their day-to-day job, as part of the job. This approach to learning, as SCW has applied it to developers acquiring secure coding skills, separates SCW from traditional learning modalities and sets us apart. In this third and final blog in the series we walk you through the ROI organizations can expect from an agile learning platform for secure code and how to model the numbers for your organization.
Business impact
Organizations that adopt an agile approach for secure code learning see 2x to 3x business impact from two levers: the ability to fix vulnerabilities faster and rework cost avoidance.

The earlier in the SDLC that vulnerabilities are addressed, the less damage they can cause and the less costly they are to remediate. According to security expert Jim Routh, who previously served as Chief Security Officer at Aetna and CISO at MassMutual, the cost per defect during the phases of the SDLC rise to greater than $14,000 if performed during maintenance mode after the software is released to production. Costs can be halved if addressed during testing and they can be 14 times less expensive if addressed during the coding phase.

The more well-equipped developers are to fix vulnerabilities faster or to avoid them altogether, the less cost and risk an organization must accept in its software products and internal applications. Organizations that want to invest in vulnerability prevention and software quality provide developers with an agile learning platform that delivers flexible experiences and multiple pathways for them to learn, specifically designed for immediate business impact.
Research from NIST indicates that the hours required to fix a vulnerability varies, but the estimates in the table below have been identified in real-world scenarios with large enterprise customers.
After teams develop new secure coding skills, SCW customers have noted their developers fix vulnerabilities as much as 50% to 60% faster and produce 50% fewer high-risk vulnerabilities in production code. Every organization’s experience varies, but these results have been observed at large enterprises with more than 5,000 developers. Increasing developer productivity has had a bottom line impact.
Operational cost reduction: fix vulnerabilities faster
To understand the financial impact of a more secure software development process and how an investment in an agile learning platform helps developers fix vulnerabilities faster, use the model below and substitute your own numbers for the variables in blue:
Baseline:
Assumed benefit of agile learning platform on MTTR (Mean Time To Remediate)
Prevention value: rework cost avoidance
An agile learning platform helps developers write secure code from the start. The model for determining this financial impact is presented below.
Agile learning approach makes a difference
The SCW agile learning platform for secure code is superior to alternative developer security training approaches. SCW customers have seen outstanding results, which of course vary according to the individual costs and vulnerability metrics of their unique situation. One large financial services company, Envestnet, found that SCW-educated developers fixed 2.7x more vulnerabilities than their peers. Additionally, a group of 1,200 SCW-educated developers increased remediation rates in their queue by 120%.
As with any business solution investment, It’s important to evaluate your unique circumstances. Our team can partner with you on an assessment of your current state and develop a customized business case. If you’re looking to assess the impact on your own, use the models outlined in this blog and take a look at a recent customer webinar with Sage, the UK-based $2B Accounting and ERP software company, who discuss an 82% reduction in MTTR for vulnerabilities as part of a robust program to build a security culture.
About Secure Code Warrior
Secure Code Warrior gives your developers the skills to write secure code. Our learning platform is the most effective secure coding solution because it uses agile learning methods for developers to learn, apply, and retain software security principles. Over 600 enterprises trust Secure Code Warrior to implement agile learning security programs, deliver secure software rapidly, and create a culture of developer-driven security. Ready to learn more? Request a demo.

Click on the link below and download the PDF of this resource.
Secure Code Warrior is here for your organization to help you secure code across the entire software development lifecycle and create a culture in which cybersecurity is top of mind. Whether you’re an AppSec Manager, Developer, CISO, or anyone involved in security, we can help your organization reduce risks associated with insecure code.
View reportBook a demoSecure Code Warrior makes secure coding a positive and engaging experience for developers as they increase their skills. We guide each coder along their own preferred learning pathway, so that security-skilled developers become the everyday superheroes of our connected world.
This article was written by Secure Code Warrior's team of industry experts, committed to empowering developers with the knowledge and skills to build secure software from the start. Drawing on deep expertise in secure coding practices, industry trends, and real-world insights.
Agile learning for secure code in the SDLC pays off
This is the third in a three-part blog series discussing the attributes and benefits of an Agile Learning Platform for secure code. In part 1 we introduced the concept of agile learning and how Secure Code Warrior’s platform exemplifies several agile principles. In part 2 we explored how an agile learning platform replaces traditional compliance-oriented security training.
An agile learning platform delivers a learning experience that allows the learner to internalize and use new skills more effectively, through a combination of hands-on, in-context education that’s truly integrated into their day-to-day job, as part of the job. This approach to learning, as SCW has applied it to developers acquiring secure coding skills, separates SCW from traditional learning modalities and sets us apart. In this third and final blog in the series we walk you through the ROI organizations can expect from an agile learning platform for secure code and how to model the numbers for your organization.
Business impact
Organizations that adopt an agile approach for secure code learning see 2x to 3x business impact from two levers: the ability to fix vulnerabilities faster and rework cost avoidance.

The earlier in the SDLC that vulnerabilities are addressed, the less damage they can cause and the less costly they are to remediate. According to security expert Jim Routh, who previously served as Chief Security Officer at Aetna and CISO at MassMutual, the cost per defect during the phases of the SDLC rise to greater than $14,000 if performed during maintenance mode after the software is released to production. Costs can be halved if addressed during testing and they can be 14 times less expensive if addressed during the coding phase.

The more well-equipped developers are to fix vulnerabilities faster or to avoid them altogether, the less cost and risk an organization must accept in its software products and internal applications. Organizations that want to invest in vulnerability prevention and software quality provide developers with an agile learning platform that delivers flexible experiences and multiple pathways for them to learn, specifically designed for immediate business impact.
Research from NIST indicates that the hours required to fix a vulnerability varies, but the estimates in the table below have been identified in real-world scenarios with large enterprise customers.
After teams develop new secure coding skills, SCW customers have noted their developers fix vulnerabilities as much as 50% to 60% faster and produce 50% fewer high-risk vulnerabilities in production code. Every organization’s experience varies, but these results have been observed at large enterprises with more than 5,000 developers. Increasing developer productivity has had a bottom line impact.
Operational cost reduction: fix vulnerabilities faster
To understand the financial impact of a more secure software development process and how an investment in an agile learning platform helps developers fix vulnerabilities faster, use the model below and substitute your own numbers for the variables in blue:
Baseline:
Assumed benefit of agile learning platform on MTTR (Mean Time To Remediate)
Prevention value: rework cost avoidance
An agile learning platform helps developers write secure code from the start. The model for determining this financial impact is presented below.
Agile learning approach makes a difference
The SCW agile learning platform for secure code is superior to alternative developer security training approaches. SCW customers have seen outstanding results, which of course vary according to the individual costs and vulnerability metrics of their unique situation. One large financial services company, Envestnet, found that SCW-educated developers fixed 2.7x more vulnerabilities than their peers. Additionally, a group of 1,200 SCW-educated developers increased remediation rates in their queue by 120%.
As with any business solution investment, It’s important to evaluate your unique circumstances. Our team can partner with you on an assessment of your current state and develop a customized business case. If you’re looking to assess the impact on your own, use the models outlined in this blog and take a look at a recent customer webinar with Sage, the UK-based $2B Accounting and ERP software company, who discuss an 82% reduction in MTTR for vulnerabilities as part of a robust program to build a security culture.
About Secure Code Warrior
Secure Code Warrior gives your developers the skills to write secure code. Our learning platform is the most effective secure coding solution because it uses agile learning methods for developers to learn, apply, and retain software security principles. Over 600 enterprises trust Secure Code Warrior to implement agile learning security programs, deliver secure software rapidly, and create a culture of developer-driven security. Ready to learn more? Request a demo.
Table of contents
Secure Code Warrior makes secure coding a positive and engaging experience for developers as they increase their skills. We guide each coder along their own preferred learning pathway, so that security-skilled developers become the everyday superheroes of our connected world.

Secure Code Warrior is here for your organization to help you secure code across the entire software development lifecycle and create a culture in which cybersecurity is top of mind. Whether you’re an AppSec Manager, Developer, CISO, or anyone involved in security, we can help your organization reduce risks associated with insecure code.
Book a demoDownloadResources to get you started
Benchmarking Security Skills: Streamlining Secure-by-Design in the Enterprise
Finding meaningful data on the success of Secure-by-Design initiatives is notoriously difficult. CISOs are often challenged when attempting to prove the return on investment (ROI) and business value of security program activities at both the people and company levels. Not to mention, it’s particularly difficult for enterprises to gain insights into how their organizations are benchmarked against current industry standards. The President’s National Cybersecurity Strategy challenged stakeholders to “embrace security and resilience by design.” The key to making Secure-by-Design initiatives work is not only giving developers the skills to ensure secure code, but also assuring the regulators that those skills are in place. In this presentation, we share a myriad of qualitative and quantitative data, derived from multiple primary sources, including internal data points collected from over 250,000 developers, data-driven customer insights, and public studies. Leveraging this aggregation of data points, we aim to communicate a vision of the current state of Secure-by-Design initiatives across multiple verticals. The report details why this space is currently underutilized, the significant impact a successful upskilling program can have on cybersecurity risk mitigation, and the potential to eliminate categories of vulnerabilities from a codebase.
Secure code training topics & content
Our industry-leading content is always evolving to fit the ever changing software development landscape with your role in mind. Topics covering everything from AI to XQuery Injection, offered for a variety of roles from Architects and Engineers to Product Managers and QA. Get a sneak peak of what our content catalog has to offer by topic and role.
Quests: Industry leading learning to keep developers ahead of the game mitigating risk.
Quests is a learning platform that helps developers mitigate software security risks by enhancing their secure coding skills. With curated learning paths, hands-on challenges, and interactive activities, it empowers developers to identify and prevent vulnerabilities.
Resources to get you started
Is Vibe Coding Going to Turn Your Codebase Into a Frat Party?
Vibe coding is like a college frat party, and AI is the centerpiece of all the festivities, the keg. It’s a lot of fun to let loose, get creative, and see where your imagination can take you, but after a few keg stands, drinking (or, using AI) in moderation is undoubtedly the safer long-term solution.
The Decade of the Defenders: Secure Code Warrior Turns Ten
Secure Code Warrior's founding team has stayed together, steering the ship through every lesson, triumph, and setback for an entire decade. We’re scaling up and ready to face our next chapter, SCW 2.0, as the leaders in developer risk management.