Last year our team examined agentic DevSecOps for secure-by-design architecture on our ReDuX blog. In this two part series, experts in our Defense portfolio are returning to their call to shift security decision making left. With renewed attention to the needs of the warfighter and the mission we address these new challenges and opportunities.

For agencies operating in an IL4 or IL5 environment integrating security into their modernization is an essential requirement of the mission. Modern environments must adhere to strict security standards, meet data sovereignty requirements, and enforce secure CI/CD pipelines all while operating within GovCloud.

In short, to effectively optimize DevOps outputs using AI, agencies must partner with organizations that have proven experience working with their highly-regulated environments. Moreover, when the modernized systems are well-architected, they directly operationalize secure-by-design principles. To achieve this state we use our ReDuX platform to observe to understand the legacy system, make informed decisions early and when relevant while building incrementally to adapt to changing mandates.

Shift-Left Security and the Speed of Relevance

In our original post, we noted, the earlier teams identify problems and security risks, the earlier they adapt and develop solutions. We call this Shift-Left Security and it greatly improves the speed of relevance for making critical architecture decisions that improve the overall security of the system.

Shift-Left Security is based on our integration of the Observe-Orient-Decide-Act (OODA) loop into our GoLean development methodology. With GoLean we observe process improvement opportunities earlier. After orienting to a new approach, we then decide on process improvements and act to implement it within our work. As a result of using this data-driven OODA loop process for over a decade our development methodology has been repeatedly appraised at CMMI Level 5

When incorporated into our ReDuX process we use OODA loops to not only continuously improve process but also to reduce risk. We do this by building a comprehensive blueprint of the legacy system so we can observe risks. Next we orient to plan our migration roadmap, then decide to mobilize agents and teams to complete our work and finally, act to incrementally modernize while reducing rework.

Reducing Risk with Legacy System Blueprinting

Using agentic AI in our ReDuX platform, blueprinting agents map the structure of legacy systems and identifies its relationship to external components. Our teams can then match legacy code to screen flows and end-points so that teams identify orphan or dead code before they begin migration planning.

Thus, using agentic-driven blueprinting we greatly accelerate the speed of relevance for making critical security decisions. We move the decisions about how to improve, optimize and reimagine the system earlier in the discovery phase which allows us to act and adapt sooner to emerging risks.

If you want to learn how we use system blueprinting to accelerate decisionmaking and build secure systems, schedule a live demo with our team. If you are headed to the AFCEA Belvoir Industry Days May 5-7, 2026, Let’s talk!

And stay tuned! In our next blog we will share how we use AI agents to build secure architecture as part of our DevSecOps practice.

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.

Karsun Solutions Contact

marketing@karsun-llc.com

HERNDON, VA — Karsun Solutions, the enterprise modernization experts, today announced its recognition in the 2026 Information Services Group (ISG) Provider Lens® Mainframes Services and Solutions report. The firm was identified as a Contender in the U.S. Public Sector Application Modernization Services quadrant and a Product Challenger in the Global Mainframe Application Modernization Software quadrant.

As public sector agencies face the dual challenges of an aging workforce and the expiration of stimulus funding, Karsun has established itself as a strategic partner capable of bridging high-end federal engineering to state and local government engagement. ISG’s research highlights Karsun’s deep domain expertise in modernizing mission-critical, complex government systems that require strict compliance and end-to-end traceability.

ReDuX: The Capability Driver for AI-Native Modernization 

Central to Karsun’s recognition is ReDuX®, its AI-native modernization platform. ReDuX leverages agentic, multimodal AI to automate critical modernization tasks, including:

  • Blueprinting and Requirements Extraction: Documenting black box legacy systems to understand complex, undocumented applications.
  • Code Conversion and Test Automation: Accelerating throughput while reducing the risks associated with manual refactoring.
  • Human-in-the-Loop Governance: Ensuring auditability and verification, which is essential for regulated public sector environments.

Using ReDuX Karsun claims teams deliver four times faster with two times less rework. It recently released a pair of mainframe modernization case studies. These demonstrated ReDuX’s traceability and explainability features and a modernization engagement that reimagined document workflows for a legacy certification system. Karsun shares how ReDuX works at GoReDuX.ai/how-it-works.

Delivery Discipline Plus Public Sector Expertise

Karsun’s public sector expertise is boosted by its delivery discipline. Its work is underpinned by its CMMI Level 5 appraisal and commitment to quality, enabling predictable, measurable outcomes across complex legacy landscapes. This high level of compliance allows Karsun to provide enterprise-grade security to state and local agencies, meeting the same rigorous standards required of federal agencies.

Karsun brings this validated public sector experience to rigorous execution of modernization initiatives for commercial enterprises. Backed by the Karsun Innovation Center, its experts deliver modern software development, cloud, data and AI solutions. Learn more about Karsun’s professional services at 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.

Karsun Solutions Media Contact

marketing@karsun-llc.com

About ISG Provider Lens® 2026 Mainframe Services and Solutions Study

The ISG Provider Lens® 2026 Mainframes Services and Solutions study analyzes the relevant software vendors/service providers in the U.S. PS, Global markets, based on a multi-phased research and analysis process, and positions these providers based on the ISG Research methodology. Learn more at

HERNDON, VA – Karsun Solutions, a premier provider of enterprise modernization solutions, announced it has received Amazon Web Services (AWS) Mainframe Modernization Consulting Competency status. This designation validates Karsun’s technical proficiency and proven success in migrating and transforming legacy mainframe workloads into agile, cloud-native environments on AWS.

An AWS Partner Network (APN) Advanced Tier Services Partner, Karsun continues to solidify its position as an enterprise-grade digital transformation leader. In addition to this new competency, Karsun holds AWS competencies in Migration and Modernization, Government, and DevOps, and is a recognized AWS Well-Architected Partner.

Accelerating Modernization with the ReDuX Platform

Central to Karsun’s mainframe modernization strategy is its ReDuX® platform. ReDuX utilizes agentic AI to rapidly assess and analyze complex mainframe systems. By mobilizing specialized AI agents, the platform automates development tasks including code translation, business rule extraction, and end-to-end testing. This comprehensive suite empowers government agencies and enterprise organizations to reimagine their legacy systems while modernizing with unprecedented speed and accuracy.

“Earning the AWS Mainframe Modernization Consulting Competency is a milestone that reflects our commitment to helping clients break free from legacy constraints,” said Badri Sriraman, Senior Vice President, Karsun Innovation Center. “With our ReDuX platform, we aren’t just moving code. We are using agentic AI to reimagine entire systems, ensuring they are scalable, secure, and fully optimized for AWS.”

Proven Mainframe Modernization Success

Karsun’s mainframe modernization capabilities are highlighted in several recent high-impact case studies:

The ReDuX® platform is now available to federal and commercial customers via the AWS Marketplace and at GoReDuX.ai.

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.

For more information or media requests, contact the Karsun Marketing Team at marketing@karsun-llc.com.

Herndon, Virginia – Karsun Solutions announced that it has earned the prestigious 2026 USA TODAY Top Workplaces award. This is the enterprise modernization firm’s third year on the list.

The award honors organizations with 150 or more employees that have created exceptional, people-first cultures. This year, more than 42,000 organizations were invited to participate. The winners are recognized for their commitment to fostering a workplace environment that values employee listening and engagement. USA TODAY showcased the winners online and at the National Awards Summit in Las Vegas.

The winners are determined by authentic employee feedback captured through a confidential survey conducted by Energage, the HR research and technology company behind the Top Workplaces program since 2006. The results are calculated based on employee responses to statements about Workplace Experience Themes, which are proven indicators of high performance.

“Earning a USA TODAY Top Workplaces award is a testament to an organization’s credibility and commitment to a people-first culture,” said Eric Rubino, CEO of Energage. “This award, driven by real employee feedback, is more than just a recognition — it’s proof that your employees believe in the organization and its leadership. Job seekers and customers look for this trusted badge of credibility and excellence. It signals a company that values its people, and that kind of culture resonates in today’s competitive market”

In addition to the USA TODAY Top Workplaces award, Karsun Solutions announced it was named a Technology Industry Top Workplace. This is the organization’s fifth year on the nationwide ranking of the best technology companies for employee culture. 

It also received new Culture Excellence Awards for Innovation, Work-Life Flexibility, Leadership, Purpose & Values, Employee Well-Being, Professional Development, and Employee Appreciation. 

Karsun leads with its core values: excellence, innovation, teamwork, commitment, integrity, and fun. It celebrates the team members living these values quarterly recognizing the employees that go above and beyond to Do Extraordinary. It invests in emerging technology and professional excellence through the Karsun Innovation Center. It drives teamwork and collaboration through its flexible work which enables remote and hybrid teams to interact seamlessly. Entering new markets via its ReDuX® AI-Powered modernization platform it is currently hiring for roles at KarsunCareers.com.

About Karsun Solutions

Launch your career with the company transforming possible for the government. Join the workplace where the only limit on your potential is the limit of your curiosity. Thrive in a community that empowers software development, cloud and data experts. At Karsun, collaborate in a culture that allows you the freedom to explore every possibility and provides support to turn your bold ideas into reality. Expand your career potential with dynamic development resources like Karsun Academy and sponsored technical certification courses. And joining a growing enterprise means as we grow, so do your career opportunities. Take your career to the next level and play your part in powering new possibilities for federal agencies.

Company Contact

marketing@karsun-llc.com
Karsun-LLC.com

About Energage

Making the world a better place to work together.TMEnergage is a purpose-driven company that helps organizations turn employee feedback into useful business intelligence and credible employer recognition through Top Workplaces. Built on 20 years of culture research and the results from 30 million employees surveyed across more than 80,000 organizations,  Energage delivers the most accurate competitive benchmark available. With access to a unique combination of patented analytic tools and expert guidance, Energage customers lead the competition with an engaged workforce and an opportunity to gain recognition for their people-first approach to culture. For more information or to nominate your organization, visit energage.com or topworkplaces.com.

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.

For the last decade, microservice architecture has been king. Breaking down massive, monolithic applications into small, independently deployable services revolutionized how we build and scale software.

But what’s the next step?

We’re on the verge of the next major evolution, one that infuses our systems with intelligence. We’re moving from a world of reactive microservices to one of proactive micro-agents.

This isn’t just a change in buzzwords. It’s a fundamental shift from building systems that wait for commands to building systems that understand goals.

The Now: The Reactive Microservice

First, let’s look at the microservice as we know it.

A microservice is like a specialist at a desk with a phone. It’s an expert at one specific task such as checking inventory, processing a payment, sending an email. It’s highly efficient, but it’s also dumb. It does absolutely nothing until someone calls its API and gives it a very specific, rigid command.

  • It’s Reactive: It waits for a request.
  • It’s Task-Oriented: It executes a single, well-defined job.
  • It’s Unaware: It has no concept of the “bigger picture” or the user’s ultimate goal.

All the smart logic for coordinating these services lives elsewhere, often in a central “Orchestrator” service or hard-coded into the application’s front-end. If the payment service fails, the orchestrator must have pre-written, rigid logic to handle that specific error.

The Next: The Proactive Micro-Agent

Now, imagine that same specialist, but instead of just giving them a command, you give them a goal.

This is the micro-agent. It’s an intelligent, autonomous entity that has an objective and the power to decide how to achieve it.

  • It’s Proactive: You give it a goal (e.g., “Get this order shipped”), and it decides the steps.
  • It’s Goal-Oriented: It understands the “why” behind a request, not just the “what.”
  • It’s Context-Aware: It can plan, execute, and even handle errors dynamically.

If the payment agent fails, the checkout agent doesn’t need to follow a rigid script. It can reason about the problem. It might decide to try an alternative payment method, or it might call the notification agent to ask the customer for a new card, all without human intervention.

The Secret Sauce: AI as the Reasoning Engine

What makes this shift possible? Artificial Intelligence (AI) and Large Language Models (LLMs).

An LLM acts as the brain or the reasoning engine for the agent. It’s what gives the agent the power to understand a complex goal, break it down into steps, and orchestrate the tools needed to get it done.

In this new model, your old microservices don’t disappear. They become the “tools” in the agent’s toolbox.

  • The PaymentService (a microservice) is just a tool.
  • The PaymentAgent (a micro-agent) is the intelligent “brain” that knows when and how to use that tool.

A Tale of Two Checkouts

Let’s look at a simple e-commerce example to see the difference in action.

ArchitectureMicroservice (Today)Micro-Agent (Future)
The ActionA central OrderService is triggered.A CheckoutAgent is given a goal: “Complete this user’s purchase.”
The ProcessThe OrderService follows a rigid, hard-coded path:1. CALL InventoryService2. IF stock > 0 THEN CALL PaymentService3. IF payment_ok THEN CALL ShippingService4. ELSE THROW PaymentErrorThe CheckoutAgent autonomously decides its path:1. “I’ll ask the InventoryAgent if the item is available.”2. “It is. I’ll ask the PaymentAgent to charge the card.”3. “Payment succeeded. I’ll tell the ShippingAgent to create a label.”4. “All done. I’ll tell the NotificationAgent to send a confirmation.”
The “Uh Oh”If the PaymentService fails, the OrderService crashes unless a developer specifically coded a catch block for that one error.If the PaymentAgent fails, the CheckoutAgent re-plans. “Hmm, payment failed. I’ll ask the CustomerAgent to check for a backup card. If not, I’ll ask the NotificationAgent to email the user.”

The Future is Autonomous

Microservices were about decentralizing tasks. This was a huge step forward.

Micro-agents are about decentralizing decisions.

This is the logical and necessary next step for building systems that are not just scalable, but truly intelligent, resilient, and autonomous. The specialists in our architecture are finally getting the promotion they deserve. They transition from order-takers to problem-solvers.

This blog is part of our ongoing series spotlighting our enterprise modernization experts. This edition’s featured author is Hari Narayanan, a Solution Advisor and Architect in the Karsun Innovation Center. Connect with him on LinkedIn.

Join Karsun Solutions on LinkedIn for more from our Enterprise Modernization Experts. To start building with your own autonomous agents check out GoReDuX.ai. For more on our approach to modern software development check out our solutions https://karsun-llc.com/solutions/.

A contractor supporting a critical mainframe modernization project for a state government agency, faced a significant challenge. Tasked with migrating a legacy COBOL system, the contractor’s initial pilot migration attempt using AWS Blu Age could not fully meet customer requirements. The tool could only output Java and not meet the new requirement for Python or C#. Furthermore, the migration lacked traceability, making it impossible to validate. This contractor engaged Karsun Solutions, which leveraged its AI-powered ReDuX modernization platform. Using Agentic AI capabilities powered by Amazon Bedrock, ReDuX automatically analyzed the legacy system and generated the required C# programs, Summer Batch Core workflows, and MS SQL Server tables, delivering the 100% traceability needed to successfully complete the pilot.

About the Customer

The customer was one of three vendors awarded a contract for a cloud services project for a state government agency. This project’s goal is to modernize a core business system by converting legacy mainframe code to Python or C# while moving to a cloud-based platform.

Customer Challenge

A state government agency initiated a high-priority project to convert its legacy system to a modern, cloud-based platform. The state’s primary goals were to enhance security, improve flexibility, ensure data redundancy, and lower long-term maintenance costs.

The project was structured in two phases: a competitive part one pilot awarded to three bidders, followed by a part two award for the full system conversion given to a single winner from the pilot. The customer team was tasked with migrating a subsystem for the pilot, as it was the least entangled with other subsystems.

The customer’s initial modernization attempt hit two critical roadblocks. First, the agency’s requirements evolved. After initially preferring Java, the state later specified a preference for Python or C#. This immediately put the team’s approach in jeopardy, as AWS Blu Age can only create code in Java. Second, they were unable to show file-level COBOL program traceability to modern programs. This made validation and future maintenance impossible in the mind of the customer. Failure to solve these challenges would result in a failed pilot and disqualification from the lucrative part two of the contract.

The Partner Solution

The pilot contract was explicitly for cloud services. The state agency sought the enhanced security, flexibility, and redundancy that a cloud-native solution provides. The successful solution embraced this by using a suite of AWS-native services. Additionally, Karsun used its AI-powered modernization platform, ReDuX, to solve complex traceability problems in legacy systems and could output modern C# code, directly meeting the new requirements.

The ReDuX platform rapidly analyzed the system and generated a fully modernized, traceable equivalent.

  1. Agentic Analysis: First, Karsun used its ReDuX Blueprint tool. This tool, which is powered by Amazon Bedrock, applied GenAI models to analyze the system, including COBOL programs, JCL, and DB2 database tables. This process created a comprehensive and fully documented map of the legacy system’s architecture and business logic.
  2. Automated Transformation: With this detailed blueprint, Karsun’s ReDuX Code Companion used agents to automatically transform the legacy application. The modernized solution consisted of:
    • Agentic Analysis: First, Karsun used its ReDuX Blueprint tool. This tool, which is powered by Amazon Bedrock, applied GenAI models to analyze the system, including all COBOL programs, JCL, and DB2 database tables. This process created a comprehensive and fully documented map of the legacy system’s architecture and business logic.
    • Automated Transformation: With this detailed blueprint, ReDuX Code Companion used agents to automatically transform the legacy application. The new, modernized solution consisted of:
      • Modern C# Application: C# programs were generated for every COBOL program. Verifiable, one-to-one mapping solved the traceability problem. This new application is hosted on .NET Core containers over the AWS EKS service or on EC2 instances.
      • Cloud-Native Batch Processing: Summer Batch Core workflows were generated for every JCL, converting all mainframe batch processes into cloud-native, serverless workflows.
      • File Storage: Application files are now stored in AWS S3.
      • Angular Front-End: A new user interface in Angular precisely mimicks the flow of the original mainframe green screens, such as the menu and work order creation screens.
      • MS SQL Server Tables: Every legacy DB2 database table was migrated to a new table in MS SQL Server.

Results and Benefits

Karsun’s AI-powered ReDuX platform successfully delivered a modernized pilot application that met all of the state’s requirements, rectifying the failures of the initial attempt. The primary benefit was the achievement of 100% traceability for the entire application stack.

The key success metric was the one-to-one mapping of legacy assets to modern, cloud-native code, all made possible by the GenAI analysis from AWS Bedrock:

  • Every COBOL program was converted to a corresponding C# program, now running in .NET Core containers on AWS EKS or EC2.
  • Every JCL was converted to a Summer Batch Core workflow.
  • Every DB2 table was migrated to an MS SQL Server table.

This provided the customer with a complete, verifiable, and maintainable modern application, allowing them to successfully complete the pilot.

About Karsun Solutions

Karsun Solutions modernizes enterprise systems enabling agencies to make the next technological advancement their next opportunity to elevate mission capability. Solutions are tailored to meet agencies’ 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 elevates agency capabilities and ensures every next opportunity is within reach.

Learn more about Karsun’s Cloud Solutions.

One of Karsun Solutions’ government agency customers manages critical certification systems processing millions of applications globally. This agency partnered with Karsun to modernize its legacy Software AG Natural and ADABAS mainframe system used for its certification workflows. It had demonstrated expertise in mainframe modernization and clear competency in these environments. It had also previously delivered secure, compliant cloud solutions meeting federal requirements for this customer.

It migrated the system to Amazon Web Services (AWS) using modern code deployed on Karsun’s container platform. The modernized system eliminated mainframe dependencies, reduced operational costs, enabled modern integrations, and positioned the agency for continuous innovation while maintaining seamless processing for millions of certifications.

About the Customer

The customer’s regulatory portfolio consisted of approximately 10 interconnected systems handling certifications covering both professional certifications as well as equipment registrations. While serving millions of people globally, the internal processing systems are utilized by fewer than 100 examiners, indexers, and supervisors who review and approve certification applications.

Customer Challenge

The certification system operated on legacy mainframe technology using the Software AG Natural programming language and ADABAS databases. It integrated with multiple systems including an external application submission portal, document management relying on screen scraping, and a portal where individuals manage their certifications.

Moreover, documentation of business rules was limited, making maintenance and enhancement difficult. Integration required manually keyed information from digitized documents. Additionally, recruiting developers with mainframe skills was increasingly difficult, threatening long-term system sustainability.

Partner Solution

The solution architecture utilizes Java for backend services and Angular with Angular Material for the frontend. The customer selected AWS for its proven reliability with mission-critical government systems and compliance with federal security standards. 

Tyrion Container Platform

The new system is hosted on Tyrion, Karsun’s Federal Information Security Management Act (FISMA) High-rated AWS GovCloud container platform based on Amazon EKS. The AWS GovCloud’s isolated region is specifically designed for U.S. government workloads providing the security and compliance framework necessary to meet regulatory requirements.

Karsun previously delivered Tyrion as part of a broader transformation initiative for this customer. It provides agency application owners a platform to build, test, deploy, host, and scale container-based software solutions.

The platform leverages multiple AWS services including Amazon EKS for Kubernetes orchestration, Amazon EC2 for compute resources, Amazon Elastic Block Store (EBS) for persistent storage, and Amazon RDS for managed database services. Tyrion’s DevOps ecosystem includes Tekton for build pipelines, ArgoCD implementing GitOps for continuous deployment, Karpenter for intelligent node scaling, Datadog for comprehensive monitoring, Kubecost for consumption apportionment across teams, and Backstage as a developer portal providing self-service capabilities.

System Consolidation and Modernization

Karsun consolidated two mainframe subsystems eliminating complex inter-system communication mechanisms. The team replaced legacy screen-scraping interfaces with RESTful APIs. This enabled real-time data exchange and eliminated brittle integration points.

Document Workflow Reimagined

Rather than simply replicating mainframe processes, Karsun reimagined workflows for the cloud environment. The new system retrieves only essential metadata from the document management system while maintaining secure access to document images. Karsun implemented automated processing for routine certification types eliminating unnecessary manual review and streamlining operations.

Requirements Validation Approach

Given the minimal documentation, Karsun established a rigorous requirements validation process. It worked closely with the mainframe sustainment team to analyze mainframe code and database schemas. Working with the customer, the team documented findings and confirmed functionalities. Requirements were captured as user stories with acceptance criteria following agile best practices, ensuring business approval at each increment.

Karsun introduced its ReDuX platform. This AI-powered platform for legacy code analysis accelerates discovery and delivery of complex modernization initiatives. Its parser ingests Natural mainframe code and creates comprehensive system blueprints. Using ReDuX the team validated business rules and identified edge cases often overlooked during traditional requirements gathering.

Results and Benefits

Certification processing transitioned from mainframe to AWS, delivering measurable business and technical benefits:

  • Operational Efficiency: Automated processing of routine certifications eliminates manual examiner workload for specific application types, allowing staff to focus on complex cases requiring judgment.
  • Technical Modernization: API-based integrations replaced screen scraping, improving reliability and reducing integration maintenance. The modern Java and Angular technology stack addresses talent acquisition challenges, with significantly larger developer pools.
  • Platform Leverage: Deploying on Tyrion provides the application with enterprise-grade container orchestration, automated scaling through Karpenter, comprehensive monitoring via Datadog, and streamlined DevOps workflows through Tekton and ArgoCD. The FISMA High-rated platform eliminates the need for separate security authorization, accelerating time to production.
  • Knowledge Preservation: Comprehensive documentation created during the project created a sustainable foundation for maintenance and enhancements, addressing the legacy system’s critical documentation gap.

About Karsun Solutions

Karsun Solutions modernizes enterprise systems enabling agencies to make the next technological advancement their next opportunity to elevate mission capability. Solutions are tailored to meet agencies’ 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 elevates agency capabilities and ensures every next opportunity is within reach.

Learn more about Karsun’s Cloud Solutions or Discover Modernization Accelerated with ReDuX.

When it comes to IT modernization, standing still is the same as moving backward. Whether adapting to an evolving market or addressing challenges during a government shutdown, Karsun teams never stop learning and growing. They innovate, collaborate and build for every next.

That’s because at Karsun Solutions, our greatest asset is not only what we do with technology, but the collective growth of our experts. Agility and continuous improvement is in our DNA. As a result, we have woven professional development into the very fabric of our identity. Today, we are proud to be recognized nationally and regionally as a Top Workplace. 

Growth Engine: Karsun Academy Career Journey

At the center of our culture is Karsun Academy, our engine for career transformation. Our team members have access to resources covering everything from the latest in AI to essential soft skills like leadership and communication. 

Karsun team members typically take one of two paths for their training. We bring in expert instructors to guide trainees through key certifications. We actively encourage and pay for certifications ensuring our team remains at the cutting edge.

Karsun also offers dojos. These consist of deep-dive, hands-on technical workshops where experts mentor peers through complex coding and architectural challenges. These are typically multiday bootcamp style sessions.

Shutdown Academies Supercharge Expertise

Nowhere is this commitment to training more evident than in Karsun’s shutdown academy program. Initially launched in 2019, during the historic 35-day partial government shutdown, Karsun offered certain team members that could not perform work on their customer programs the opportunity to engage in targeted training. We found this approach to be both beneficial to our team members and our customers who now had access to Karsun experts with enhanced skills and new approaches to their modernization work.

Recognizing these benefits, we launched a special academy cohort during the 2025 government shutdown. This year’s shutdown academy delivered over 8,200 hours of training.

Nurturing Innovation, Growth and Collaboration

We pair our rigorous learning programs with a culture that emphasizes collaboration.The best way to learn is by doing. This is why we created our Innovation Center

Here, our experts work together to prototype extraordinary ideas. Every month town halls spotlight the most exciting accomplishments and preview new work from our teams. Through the center team members get hands-on experience with emerging technologies long before they hit the mainstream. Meanwhile, weekly brown bag sessions allow team members to present on emerging trends fostering a culture of peer-to-peer mentorship. Additionally, every quarter, we honor team members who have demonstrated excellence, many of whom have used Karsun Academy resources to level up their performance.

At Karsun Solutions, we look beyond the capabilities and skills needed to fulfill contract requirements today. We nurture and grow the experts our customers will need tomorrow. To learn more about partnering with our experts, Contact Us.