When teams move from deciding on their migration strategy to mobilizing to act, agentic AI can be used to enforce secure-by-design practices and policies. Welcome back to the second in our two part series on using agentic AI for DevSecOps to drive secure-by-design architecture. (If you missed part one, check out our previous post The Speed of Relevance: Laying the Foundation for Strong DevSecOps Practices)
Infrastructure as Code Delivers Automated Compliance Enforcement
Secure-by-design principles are enabled through both infrastructure as code and robust security testing practices. First, deployments via infrastructure-as-code (IaC) produce consistent, repeatable, and hardened environments, reducing misconfigurations. This addresses a common security weakness. Additionally, these pipelines generate detailed logs and audit trails.
Furthermore, pipelines can embed policy-as-code and compliance-as-code frameworks, continuously validating that builds align with standards like NIST, CMMC, STIG, RMF, or agency-specific security baselines. They can also build custom workflows and templates that ensure their DevSecOps agents work consistently following their internal guidelines and processes.
There are many examples of how teams can use preconfigured DevSecOps templates and workflows to enhance their security:
- Pipeline templates that enforce secure configurations by default (e.g., encryption turned on, least privilege IAM roles, logging enabled) across every environment.
- Workflows that eliminate hardcoded credentials by integrating with vaults and key management services, ensuring sensitive data is injected securely at runtime.
- Automated pipelines that support rolling updates and security patching, making it easier to quickly remediate vulnerabilities without manual intervention.
Automated Security Testing Provides Guardrails
The other component is security testing. Using ReDuX AI agents in combination with other automation tools, DevSecOps teams use security testing (static code analysis, dependency scanning, secret detection) early in the pipeline, ensuring vulnerabilities are caught before deployment.
Moreover, for every task performed by any ReDuX agent, output can be verified and corrected by a human team member. The self-learning agents improve their process, further improving efficiency gains. And because in enterprise implementations of ReDuX agents share skill improvements across the digital workforce, all agents improve when one agent improves. This process further enhances security beyond what is available with simply co-pilot tools or AI agents used for a single step of the process.
Ultimately, by both using OODA loops as described in our first post and automated compliance, teams can use AI for end enforcement of DevSecOps best practices. In addition to this, one of the most important ways DevSecOps supports security best practices is it fosters a culture of continuous improvement and collaboration, particularly between developers, security, and operations. At its core, DevSecOps best practices shift important security decisions to the left, moving them earlier in the process so that the tools use by modernization teams have the greatest impact at reducing risk.
If you want to see how your team can accelerate decision making and modernize with secure-by-design architecture, schedule a live demonstration with our team. And if you are headed to the AFCEA Belvoir Industry Days May 5-7, 2026, Let’s talk!
HERNDON, VA — Karsun Solutions, a leading provider of enterprise modernization software and solutions, announced it was named to the Northern Virginia Technology Council (NVTC) AI50 list. AI50 Companies are outstanding organizations whose artificial intelligence (AI) use creates customer value, transforms operations, and advances the Washington region’s AI leadership.
Karsun’s ReDuX Platform Drives Growth
Karsun has over 15 years of experience providing information technology services to the U.S. federal government. In 2025 it expanded its offerings to include new AI solutions while launching its ReDuX® AI-powered platform in the commercial market. Since its launch Karsun received repeated recognition for its ReDuX® platform including identification in the recently released 2026 Information Services Group (ISG) Provider Lens® Mainframes — Services and Solutions report for Application Modernization Software.
The ReDuX® platform uses agentic AI to accelerate key modernization tasks from discovery to delivery. ReDuX® uses AI agents to automate critical modernization tasks including blueprinting legacy systems, business logic and requirements extraction, code conversion and test automation, and the creation of custom digital workforces for common tasks.
Karsun recently released a pair of mainframe modernization case studies demonstrating the platform’s capabilities. These highlight the platform’s traceability and explainability features and show how teams use ReDuX® to reimagine document workflows. Learn how it works at GoReDuX.ai/how-it-works.
Karsun’s Technology Leadership in the D.C. Region
Karsun has previously received recognition on the NVTC’s Tech 100 ranking of the 100 leading companies in the Northern Virginia region located in the Washington, D.C. metro area. Its commitment to integrating emerging technologies into its software and solutions is led by the Karsun Innovation Center. This in-house research and development unit is responsible for developing the ReDuX® platform
The 2026 AI honorees will be celebrated at the NVTC’s Impact AI Summit on May 14, 2026. The recognition solidifies Karsun’s position as an emerging leader in the AI software and solutions market in one of the nation’s most dynamic technology ecosystems. Register to join Karsun and the other honorees at https://nvtc.glueup.com/event/impact-ai-summit-166407/.
About Karsun Solutions
Karsun Solutions modernizes legacy systems enabling government agencies and enterprise organizations to elevate mission capability. IT solutions from Karsun are tailored to meet mission-driven organizations’ unique needs and optimize operations. These solutions adapt and stay relevant to current trends while using secure, digital architecture built to last. It is a proven modernization partner whose expertise ensures every next opportunity is within reach. Learn more at Karsun-LLC.com.
About ReDuX
The ReDuX AI-powered platform expedites the modernization of mainframe and other legacy system applications. Key tools in the platform include its blueprinting agents, which provide deep insights into system structure and behavior, and its modernization agents, which use the outputs from the blueprinting agents to generate code and facilitate incremental migration. These agents also bring enhanced security and privacy, offering project-specific usability by interfacing with various systems, overcome hallucinations noted in large language models (LLMs), and provide proven prompt templates to save developers time and effort. Get started at GoReDuX.ai.
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Joe Gebbia, the nation’s first-ever chief design officer, is planning to reshape federal government websites. Calling for delightful websites, the new America by Design initiative calls on agencies to modernize the interfaces that serve everyday citizens. Signaling a new era for government websites, agentic AI may provide the key to unlocking the rapid transformation required to meet this challenge.
The Foundation: A Brief History of USWDS
The cornerstone of this transformation is the U.S. Web Design System (USWDS). Launched in 2015, USWDS was created to provide a shared set of design tools and user interface (UI) components for federal agencies. According to the USWDS history, the project was born from the need to reduce design debt and create a consistent appearance across federal websites. Beginning with a small library of buttons and forms, USWDS eventually evolved into a robust ecosystem used by hundreds of federal projects to ensure accessibility, mobile-friendliness, and trust.
The Product Mindset: Meeting User Expectations
Modernizing federal applications is about more than meeting a set of requirements. Service delivery experts know delivering a delightful user experience requires a fundamental shift in strategy. At Karsun, we advocate for a Product Mindset.
Users expect a seamless experience. Government applications should work across devices. They should meet evolving expectations such as the integration of chatbots. A Product Mindset asks delivery teams to consider not only users’ needs today, but also their future needs. It builds in feedback loops to continuously track and ensure expectations are met. Its modernization and digital transformation that delivers applications designed for every next, ensuring they remain resilient and adaptable using not only design best practices but secure, modular, digital architecture.
ReDuX: The Bridge to the Future
Bridging the gap between legacy systems and delightful, yet compliant, interfaces is a monumental task. This is where the ReDuX platform provides a revolutionary AI-powered solution.
ReDuX uses agentic AI to ensure modernization efforts align perfectly with user intent. By taking user demos as an input, ReDuX analyzes real-life behavior to craft functional requirements that reflect how people actually use a service.
Today, ReDuX incorporates the USWDS among its input during code generation. This ensures that every line of code produced adheres to federal design standards by default. Furthermore, because ReDuX can ingest any reference material provided, it is future-proof. When USWDS evolves to the next era of web standards, ReDuX can meet the challenge, optimizing applications to new standards as they emerge.
The path to better service delivery doesn’t have to be slow. With the power of agentic AI and a Product Mindset approach, federal agencies can transform applications faster than ever before.We invite you to learn how ReDuX can help your agency deliver delightful websites that honor the mission and respect the user. Let’s build the future of federal digital services, together.
In a blog published shortly after its annual re:Invent conference, Amazon Web Services (AWS) announced AWS Transform composability. This co-innovation initiative empowers AWS Partners to create specialized modernization AI agents for industry-specific mainframe workloads. As part of the initiative, AWS announced 11 initial co-innovation partners. ReDuX from Karsun Solutions is a member of this inaugural cohort.
AWS Transform composability enables AWS Partners, including Migration and Modernization Competency Partners and Independent Software Vendors (ISVs), to create differentiated transformation solutions by integrating their specialized AI agents, tools, knowledge bases, and workflows with AWS Transform. This collaboration provides customers with access to targeted, specialized solutions tailored to their unique modernization needs.
AWS Transform Composability Benefits
By integrating partner capabilities, the AWS Transform composability initiative offers significant business value by dramatically improving the speed, accuracy, and specialization of complex mainframe modernization projects.
Cost Savings from Accelerated Modernization
By leveraging specialized AI agents and automation from AWS and its partners, organizations can reduce mainframe modernization timelines from years to months. The increased precision and time savings gained from automating complex, industry-specific tasks translate directly into substantial cost reductions, with reports indicating average cost savings of 30-40% compared to traditional, manual modernization approaches.
Preservation of Critical Business Logic through Specialization
The initiative allows partners (like Karsun’s ReDuX) to build agents that recognize and handle highly technical or industry-specific patterns in legacy mainframe code. For instance, enterprise organizations working with Karsun can leverage the Government Competency Partner’s 15+ years working in highly-regulated industries. Working with specialized partners ensures greater accuracy in code transformation, preserves critical, implicit business rules that generic tools often miss, and ultimately results in a modernized cloud-native application that is both technically sound and functionally equivalent to the mission-critical legacy system.
In addition to these benefits, partner tools, such as Karsun’s ReDuX platform, bring unique insights into the modernization process. As a result, teams can proactively identify risks and eliminate technical debt early. This upfront intelligence leads to a significant reduction in rework and testing cycles, accelerating delivery and increasing confidence in the final, compliant, and scalable cloud solution.
Elevated Capabilities: Enhanced User Insights with ReDuX
One of these enhanced capabilities includes ReDuX’s unique emphasis on user behavior during legacy system analysis. Its agents deliver novel insights into user behavior and intent by combining analysis of the legacy system with user experience artifacts.
The agents then organize complex data into functional requirements, actionable user stories and automated test scripts. This behavioral and functional insight is essential for complex systems modernization, ensuring that the modernized system maintains functional equivalence while meeting the current needs of its users.
By integrating their specialized tools like ReDuX into the AWS Transform ecosystem, partners can build composable transformations that combine their proprietary expertise with AWS’s intelligent automation, accelerating modernization timelines and reducing risk for customers. Visit GoReDuX.ai to learn more.
If you followed us on LinkedIn on Halloween 2019 you may remember our Karsun “Zombie Slayers” pledged to eliminate a common legacy system scourge, dead code. Six years later our zombie code toolkit has expanded to include artificial intelligence (AI). The ReDuX AI-powered modernization platform and its Blueprint Lenses help our agile teams identify threats early and address their presence as part of the modernization process rather than risking cascading issues after deployment.
Three Zombie Code Threats
Zombie code typically refers to sections of source code in a software project that are no longer used or needed but still exist within the codebase. These unused code segments may have been part of previous versions of the software or were once essential but have become obsolete due to changes in requirements, design, or functionality. This creates system scar tissue that further complicates and constrains modernization efforts.
We identified three threats that still haunt enterprise teams today: dead weight code, living dead code, and vulnerable dead code.
- Dead Weight Code is not related to any application functionality. Its lack of function leads to resource drain. Remediating this non-functional code siphons away developers’ time and energy creating rework and technical debt.
- Living Dead Code is dormant code that retains the ability to be activated. Perhaps it supports a feature no longer used by the system. However, this code poses a direct risk because it can negatively impact system output when activated by mistake. In 2019 we recounted Knight Capital’s catastrophic loss of $440 million in 30 minutes. This code woke up a dead zombie method, which incorrectly generated orders, flooding the stock market with trades.
- Vulnerable Dead Code consists of old libraries or packages. Vulnerable dead code introduces security risks because these old components have known security issues that are easy targets.
Identifying Dead Code with AI
Over the past six years we have honed our zombie fighting skills building the ReDuX platform. Accelerating modernization with AI, the ReDuX platform begins by providing in-depth legacy system insights. This not only helps Karsun agile teams design better modern systems, it helps us identify zombie risks early so they do not impact development later.
The first step in our process is building a Blueprint of the legacy system then diving deeper with Blueprint Lenses. Legacy subject matter experts (SMEs) upload documentation, codebases, schema and other materials into ReDuX. Using AI ReDuX agents identify the relationships between system code and components. These agents then create several views, or lenses, to understand the system better.
For instance, a team viewing their system in ReDuX could view their API calls, scroll through requirements and compare the code citations to ensure accuracy. As part of this process they can also identify orphan code. Thus beginning the dead code analysis process.
Addressing Zombie Code Threats with System Blueprinting
Here’s how we use AI-powered Blueprint agents to address the three types of zombie code.
- Dead Weight Code is addressed using AI to generate system requirements. By matching those requirements with specific sections of code we can also determine when code exists that does contribute to meeting these functional requirements. By only extracting functional equivalents, rather than automatic conversion, we can then abandon this type of zombie code in the legacy system graveyard.
- Living Dead Code is addressed with AI by speeding up the discovery process. Now legacy SMEs can focus on the work of understanding how every component of the legacy system interacts with internal and external components. And, by fully generating system business rules and business logic they have a clearer picture of potential unintended consequences of living dead code.
Teams can then proactively determine the code and system functionality they will extract from the old system to build the new system. More importantly they can do this incrementally, preserving the old system to build new components one functional slice at a time. This provides an additional backstop against living dead code. - Vulnerable Dead Code is also targeted by extracting only the code we need. Further by focusing on functional equivalents we can modernize to optimize. Using AI code companion agents for development, we replace these libraries with modern architecture that is secure by design.
Whether moving away from risky code or outdated components, time is of the essence when trying to outrun zombie code. Providing four times faster delivery with two times less rework ReDuX is an essential tool for our zombie slayer teams. If you’re facing a similar challenge, our AI empowered teams address complex legacy challenges for government organizations and enterprise teams with complex mission-critical applications. Learn more about our capabilities at https://karsun-llc.com/solutions/.
“Digitized isn’t modernized,” noted new Federal CIO Greg Barbaccia in a recent LinkedIn post. Here he advocates for an upgrade to the U.S. government’s approach to modernization. He argues that while agencies have replaced paper processes, they have largely replicated legacy processes in a new medium without re-engineering workflows. Thus, he calls for shifting from substitution to transformation.
Introducing the Product Mindset for Digital Transformation
That’s a process that goes beyond automating repetitive tasks. In the AI era, it means making data actionable, enabling collaboration and accelerating decision-making, changing behaviors alongside tools. That’s why Karsun uses a product mindset throughout the modernization process. Our teams consider not only project requirements but how users will interact with the modernized system. In fact, with 15+ years delivering software, cloud, and data solutions we have identified several key ways using this mindset enables digital transformation at a level expected by government decision makers.
The benefits of using a product mindset for digital transformation.
- Uses human-centered design (HCD) principles from the beginning. This ensures teams build using functional requirements that consider not only system structure, but user behavior and experience.
- Cloud native solutions, such as those built on microservices, enable secure, adaptable architecture empowering teams to adjust to changing requirements meeting future demands.
- Applying HCD principles, a product mindset considers the experience of the teams seeking advanced analytics and business intelligence solutions to generate insights and make data driven decisions. This brings fresh data streaming and self-service enhancements, reducing the time to insights from weeks and months to hours and days.
Moreover, each of these benefits not only improves system performance, it limits future rework by addressing potential challenges early while providing the flexibility to adapt to future needs.
AI-Accelerated Digital Transformation
The AI era demands this approach. To be prepared for the agility gains from AI, government agencies and other large enterprises may need to consider using AI to accelerate the transformation to the new systems and processes available as a result of this revolutionary technology.
We continuously enhance our ReDuX AI-powered modernization platform to accelerate this process. Unlike platforms that automate business rule extraction and transformation, ReDuX AI agents analyze system structure and behavior. After generating a comprehensive blueprint of the legacy system, we generate requirements that address user behavior. With the flexibility that comes from AI instead of automation, agile teams can reimagine their legacy system functionality, adding enhancements. Its transformation agents take inputs from human design teams and solution architects, generating modern, production ready code that satisfies these new functional requirements.
And these agents learn as they complete each functional slice of the modernized application. As the agile team engages in continuous, ongoing feedback with system stakeholders, improving both agents and human team members’ understanding of user needs improve together. Its AI-powered digital transformation that enhances rather than hinders human-centered design.
That’s not all, we found we can actually use AI for process improvement. In fact, our experts spoke on this topic at the annual CMMI conference in Phoenix, Arizona in 2024. For one customer that netted 4 times faster project delivery with double the improvement in code quality. This success is shared in a recent AWS Case Study. This data-driven approach, built on mature, intelligent AI solutions, is in part why Karsun was appraised at CMMI Level 5 (DEV) for a third time.
At Karsun we know the power of a mindful approach to digital transformation. This product mindset, now supercharged by AI, is integrated into every aspect of our modernization process.
For more on our approach, discover why our Head of Experience told the Federal Tech Podcast modernization teams need to move on from “checking the box” on customer experience to creating processes that result in true transformation. If you’re ready to start your digital transformation journey today, connect with our team.
HERNDON, VA., JULY 30, 2025 – Karsun Solutions, a leading technology modernization firm, announced that its AI-powered modernization platform, ReDuX, is now available on the Amazon Web Services (AWS) Marketplace. This strategic availability provides government agencies and commercial enterprises with streamlined access to this innovative platform. ReDuX is available for purchase at https://aws.amazon.com/marketplace/pp/prodview-ewysxj3be4vra.
Using ReDuX, agencies can rapidly ramp-up their legacy modernization journey using agentic AI for every step of the software lifecycle from discovery to delivery. These agents create a 360 degree view of the legacy system, integrate structural and behavioral insights, extract functionality, then use that information as the platform orchestrates a digital workforce that accelerates the work of the agile teams engaged in modernization initiatives. Learn how ReDuX solves difficult modernization challenges at GoReDuX.ai.
“We are thrilled to see this platform developed in-house by our Karsun Innovation Center now available to the commercial market through the AWS Marketplace,” said Sundar Vaidyanathan, CEO of Karsun Solutions. “This strategic expansion makes our cutting-edge modernization capabilities accessible to a broader range of organizations, empowering them as they enhance their capabilities and meet their mission.”
Now available for both modernization teams and the enterprise organization they support, ReDuX is on the AWS Marketplace as a flexible Software-as-a-Service (SaaS) offering for immediate deployment or as a self-hosted solution for organizations requiring greater control over their infrastructure.
“Acquiring ReDuX via the AWS Marketplace is ideal for public sector teams looking to quickly access products that will accelerate the modernization of legacy systems,” said Badri Sriraman, Senior Vice President, Karsun Innovation Center. “For those teams modernizing systems written on COBOL, Assembly, Natural/ADABAS, or other outdated codes, this offers the opportunity to get unstuck without the long, protracted procurement processes.”
ReDuX on AWS Marketplace: Benefiting the Government Buyer
Purchasing modernization products via the AWS marketplace gives government agencies key benefits:
- Accelerate procurement cycles with transactions in days rather than months, improving responsiveness to mission needs. The AWS Marketplace offers vetted software solutions. Agencies can acquire bundled solutions that include both software and implementation services through AWS Partner sellers. This supports end-to-end delivery without the need for separate RFPs or fragmented contracts, reducing acquisition risk and accelerating delivery timelines.
- Built-In governance enables better tracking of software investment and usage across teams. AWS Marketplace provides centralized billing, license management, and reporting features in addition to tools for governance and access control. Using these resources, government customers can maintain tighter control over shadow IT and gain insights into utilization patterns to inform future acquisition strategies.
- Access a diverse and modern vendor ecosystem for streamlined collaboration. Using AWS Marketplace, federal agencies can access thousands of commercial and public-sector-focused solutions across categories like zero trust, AI/ML, DevSecOps, data analytics, and legacy system modernization.
- Flexible licensing and cost control align software spending with actual usage and mission tempo while reducing waste. AWS Marketplace supports pay-as-you-go models, term subscriptions, and enterprise license agreements. Customizable private offers enable negotiation of pricing, terms, and conditions tailored to government buyers.
Customers may also procure legacy modernization professional services directly through the AWS Marketplace at https://aws.amazon.com/marketplace/pp/prodview-ovm4yupjljktk. This offers an ideal pathway for government entities to engage with Karsun’s team of over 300 enterprise modernization experts, ensuring successful implementation, integration, and optimization of ReDuX within their unique environments. Karsun experts have 15+ years of experience delivering large-scale modernization projects. Learn more about the organization’s modern software development, AI, cloud and data solutions at https://karsun-llc.com/solutions/.
About Karsun Solutions
Karsun Solutions modernizes legacy systems enabling government agencies and enterprise organizations to elevate mission capability. IT solutions from Karsun are tailored to meet mission-driven organizations’ unique needs and optimize operations. These solutions adapt and stay relevant to current trends while using secure, digital architecture built to last. It is a proven modernization partner whose expertise ensures every next opportunity is within reach. Learn more at Karsun-LLC.com.
About ReDuX
The ReDuX AI-powered platform expedites the modernization of mainframe and other legacy system applications. Key tools in the platform include its blueprinting agents, which provide deep insights into system structure and behavior, and its transformation agents, which use the outputs from the blueprinting agents to generate code and facilitate incremental migration. These agents also bring enhanced security and privacy, offering project-specific usability by interfacing with various systems, overcome hallucinations noted in large language models (LLMs), and provide proven prompt templates to save developers time and effort. Get started at GoReDuX.ai.
As we enter the fourth quarter of a turbulent federal technology market, our Karsun experts are adapting to meet the evolving needs and missions of our agency customers. At the same time, meeting the demand for artificial intelligence enabled tools, our Karsun Innovation Center developed ReDuX, a comprehensive, end-to-end AI-accelerated modernization platform for the entire software development lifecycle. Today, as we close out the first half of 2025, we summarize some of the insights shared by experts in our Innovation Center and from our teams serving our U.S. government partners.
Bringing Thought Leadership to the IT Industry
Karsun thought leaders joined the AWS Mainframe Modernization Forum, the Federal Tech Podcast and other forums to share their experience with our ReDuX platform. In short, they observed, government modernization faces significant challenges from shrinking workforces and reliance on decades-old, mission-critical legacy systems which are difficult to maintain and often lack up-to-date subject matter expertise as veteran employees retire. This directly impacts federal customer experience, with only 23% of Americans finding federal services easy to navigate.
At these events, these Karsun experts revealed their ReDuX AI-powered modernization platform offers a crucial solution by deploying a digital workforce of AI agents. These agents effectively become Subject Matter Experts (SMEs) for legacy systems, blueprinting their architecture and converting intricate code to modern cloud platforms. This approach dramatically benefits development teams by accelerating complex migrations, enhancing code quality, and reducing costs, allowing human teams to focus on strategic, high-value work.
Ultimately, ReDuX aims to make federal services more usable, faster, and lead to more satisfied customers.
New Insights at Innovation Town Halls
In addition to our thought expertise at industry events, our experts currently working on real-world modernization engagements shared their experience at monthly Innovation Town Halls. We shared some of the insights from these experts on LinkedIn and in recent blogs.
That includes describing how Karsun innovates quickly while ensuring high-quality delivery. For instance, we shared how Karsun uses artificial intelligence to drive process improvement and ensure data privacy. ReDuX AI is central to this, enhancing productivity by 22.5% for mainframe modernization. For instance, ReDuX addresses code parsing challenges early then generates production-ready code faster than human teams. Karsun’s approach also integrates AI for human-centered design (HCD) and can enhance organizations’ Zero Trust Architecture posture. This comprehensive approach is underpinned by an innovation culture prioritizing cross-functional collaboration and strategic investment in the right technology and processes.
Whether internally at Karsun Innovation Town Halls or at industry events, insights from Karsun leaders support the adoption of emerging technology with the support of trusted exports. Whether you are seeking new frontiers with AI or seeking new methods to accelerate your modernization journey, contact Karsun to get started today!
Government agencies facing an increasing mandate to move from legacy mainframe systems. The solution, generative AI. Now, agencies no longer need to fear the tradeoff between migration risk and the opportunity available in the cloud. In this case study featured on the AWS Public Sector Blog, our Karsun experts share their experience accelerating modernization with AI.
This case study features Karsun Solutions’ ReDuX AI powered migration and modernization platform. It offers a compelling approach for enterprises considering mainframe migration. Sharing their experience modernizing legacy applications for one of our government customers, this case study demonstrates what happens when modern AI tools meet modern software development practices.
Deep Insights Using Amazon Bedrock
ReDuX is designed to tackle typical obstacles in mainframe modernization, such as undocumented business rules, technical complexities, and regulatory compliance. Its approach is inspired by Karsun’s decade and a half modernizing complex enterprise systems for the federal government. ReDuX utilizes generative artificial intelligence (GenAI) powered by Amazon Bedrock to analyze and understand legacy systems.
Using Bedrock the Karsun team accessed high-performing foundation models from leading AI companies via a single API. Building their ReDuX platform on top of the resources provided by Bedrock, our team created an AI powered toolkit for identifying and mapping the complex business rules and processes embedded within mainframe applications. This facilitates a smoother transition to modern architectures. Further, by providing a structured approach, ReDuX reduces risks associated with legacy system modernization.
Matching AI with Modern Microservices Architecture
In the case study, we share how using our AI powered platform, we enabled our government customer to migrate from monolithic mainframe systems to microservices-based architectures on AWS. This shift enhances scalability, flexibility, and maintainability of applications, aligning with modern IT strategies.
It also allowed our team to focus on security and privacy. Recognizing the importance of enterprise-grade security and privacy, especially in government and regulated industries, the platform incorporates robust measures to protect sensitive data during and after the migration process.
Furthermore, migration to the cloud enables secure-by-design architecture. Using AI powered tools, like those available on the ReDuX AI platform, lets our agency customers access the benefits of the cloud while reducing migration risks. Written in a modern language, it alleviates workforce concerns and eliminates long-term maintenance issues arising from the aging, dwindling population familiar with COBOL and other outdated languages.
By demonstrating a successful implementation of generative advanced AI technologies and cloud services to migrate and modernize legacy systems, this case study from our team offers valuable insights. It presents a potential roadmap for organizations seeking to undertake similar modernization initiatives. Head over to the AWS Public Sector blog for deeper insights on AI-driven modernization and a technical breakdown of our solution.
We recently announced that we were appraised at CMMI Level 5 DEV for a third time. This maturity appraisal comes from ISACA, a global professional association focused on governance of enterprise IT, and represents the highest maturity level in that organization’s CMMI (Capability Maturity Model Integration) framework.
Few companies meet the requirements for CMMI Level 5 Dev and we’re honored to appraise at this level three times. We’re proud to deliver quality consistently at the highest levels. Artificial intelligence, AI, powers the statistical and quantitative techniques used to meet our performance objectives.
In fact, in 2024 experts from our Karsun Innovation Center spoke at the ISACA CMMI Conference. At this conference, they presented a case study from one of our teams supporting a government agency customer. This team used AI tools included in our ReDuX AI platform to enhance efficiency while creating production ready code at a rate faster than if human teams produced that code on their own.
To better understand how AI can drive these process improvements, we share some insights from their talk below. For deeper insights on AI, development and modernization, Discover How ReDuX AI Works.
The Case for AI Powered Process Improvement
We presented this real-world case study at the annual CMMI conference in Phoenix, Arizona in 2024. CMMI appraisals were originally designed to help the Department of Defense understand its process. Today organizations around the world now seek out CMMI assessments. Karsun’s software development methodology is appraised at the highest tier for software development appraisals indicating we use a data driven process to analyze, assess and continually improve our practices.
The story begins in the Karsun Innovation Center. This center houses the Karsun research and development unit responsible for prototyping and integrating emerging technology and connecting our team members with industry technology leaders and experts. Part of the work of the Innovation Center includes building toolkits, playbooks and other resources.
That includes an agile platform we built called GoLean that’s used by our software development teams. Using this platform, we tracked performance data, made adjustments, and observed the impact of our process improvements using dashboards and other tools to gain insights. Using the tools in this platform our teams compared incremental improvement to past performances, identified practices that were outliers from our average performance, and made adjustments to reduce the impact and risk of those outlier events. This approach to agile development resulted in our first two CMMI Level 5 DEV appraisals.
Meanwhile, artificial intelligence opened up the door to truly optimize our practice. We began building AI tools that could handle very high dimensionality. In other words, the model used by the AI needed to handle data with many related factors.
This allowed us to understand the relationship between processes and the impact of changes to those processes. We could now better assess moving certain processes to the left, testing new automation practices or adding new DevOps or CI/CD tools. We could now measure holistic improvement to more rapidly scale and drive improvements among our development teams enhancing our overall efficiency.
The Results: Elevating Efficiency with AI
This, when combined with other tools in our AI platform, boosted our team’s efficiency as they modernized a 30 year old mainframe system. With the use of AI, our team saw a 22.5% increase in productivity! What’s more, using AI, they developed reusable resources to further optimize our processes.
In addition to new and improved methods for measuring process improvement, our ability to deliver high quality code quickly was further improved by AI agents. From code generation to scalability templates, agentic AI introduced yet another opportunity to further enhance our efficiency. To uncover this part of our toolkit visit us at GoReDuX.AI.
Agile development is in our DNA. Now using AI to boost efficiency in government, we’re leading the pack with high quality software and modern enterprise systems to meet agency missions.
Ready to partner with proven performers? Contact our team here to get started!