Part 1: FedRAMP Needs a Security Ledger—Not Just a Checklist
FedRAMP Needs a Security Ledger—Not Just a Checklist, Part 1
By Irina Denisenko, CEO of Knox Systems
FedRAMP has long set the benchmark for cloud security compliance in the public sector. But its current structure—based on periodic assessments and voluminous documentation—struggles to reflect real-time risk and operational truth. What’s missing is not just a better checklist. What’s missing is a Security Ledger.
Just as blockchain introduced the concept of an immutable ledger to prove ownership in crypto, a Security Ledger would establish a tamper-proof, transparent record of an organization’s control posture: Are you compliant or not—and with what level of confidence?
But unlike public blockchains, this ledger isn’t visible to the world. Access is strictly limited to the parties who need to validate the system's security:
- The Cloud Service Provider (CSP)
- The consuming Agency(ies)
- The authorized Third-Party Assessors (3PAOs)
No one else. This is a permissioned ledger, designed for shared trust between verified participants, not public exposure.
But security controls aren't binary. In practice, compliance lives on a spectrum. Some controls are fully satisfied, others only partially. Evidence decays. Systems drift. Risk must be constantly re-evaluated. That’s where Bayesian reasoning comes in. By applying Bayes' Theorem to control assessment—drawing from the excellent work by Stephen Shaffer—we can quantify our belief in the effectiveness of each control and update it continuously based on new observations.
So how do we build this?
The answer lies in Prometheus—the open-source monitoring system that already powers observability at scale across the cloud. Prometheus is built for high-volume, time-series data and excels at continuously scraping, storing, and querying metrics. It's an ideal foundation for a risk-adjusted compliance telemetry layer.
Imagine a system where every FedRAMP control has a corresponding set of observable metrics—scraped, labeled, and stored over time using Prometheus. These metrics feed into a Bayesian model that computes dynamic confidence scores for each control. When paired with a cryptographically verifiable ledger system, this becomes a living, breathing compliance profile: a Security Ledger that is transparent, provable, and grounded in operational reality.
At Knox, we’re building toward this future—one where compliance is not a static report, but a living signal. Powered by open standards like Prometheus and informed by probabilistic models, this is how we transform trust: from paperwork to math.
Frequently Asked Questions
1. What is a Security Ledger in the context of FedRAMP compliance?
A Security Ledger is a permissioned, tamper-resistant record of an organization’s control posture, providing real-time visibility into compliance confidence rather than relying on static documentation.
2. How does AI enhance a Security Ledger for continuous compliance?
AI models use Bayesian reasoning to analyze evolving data from systems like Prometheus, updating confidence levels for each control as new security evidence emerges.
3. Why is real-time telemetry better than checklist-based compliance?
Continuous telemetry powered by AI and observability tools captures live control data, giving agencies a dynamic picture of security health instead of outdated audit snapshots.
4. How can Bayesian inference improve FedRAMP control assessment?
By applying Bayes’ Theorem, AI can continuously quantify the likelihood that a control is still operating as intended, creating a measurable, evolving trust signal for assessors and agencies.
5. What technologies power Knox’s vision for a Security Ledger?
Knox leverages open-source systems like Prometheus for time-series monitoring, Bayesian models for risk adjustment, and cryptographically verifiable storage for auditable compliance.
Stay tuned for Part 2, where our CTO will deep-dive into how Knox envisions the mechanics behind risk-adjusting control confidence using Bayesian inference—and how we ensure the immutability and auditability of that data using Amazon Aurora PostresSQL. We’ll walk through how likelihood ratios are assigned, how evidence is evaluated in real time, and why open-sourcing the control model is essential to building trust in the next era of FedRAMP.
WASHINGTON and NEW YORK, Feb. 5, 2026 /PRNewswire/ -- Kovr.ai, the only AI-native cyber compliance automation platform, today announced it has achieved Federal Risk and Authorization Management Program (FedRAMP) authorization in record-breaking time. By completing the process in just six weeks, Kovr.ai has established the fastest FedRAMP authorization cycle to date, clearing the way for federal agencies and regulated enterprises to deploy automated compliance tools inside secure government environments.
The milestone was achieved through a strategic partnership with Knox Systems. The authorization was achieved through the unique combination of Knox Systems' managed federal cloud boundary and Kovr.ai's AI-native platform, which automatically generates gap analyses, Security Change Requests (SCRs), and the full suite of compliance artifacts required to accelerate the Authorization to Operate (ATO) process. By integrating Kovr.ai's AI-native engine directly into Knox Systems' environment, the companies have successfully compressed a process that typically consumes 18 to 24 months into a 42-day sprint.
"Traditional FedRAMP authorization is a manual, exhaustive process that costs organizations hundreds of thousands of dollars and years of effort," said Sri Iyer, co-founder and Chief Technology Officer of Kovr.ai. "Kovr's platform delivers real-time, code-driven intelligence to automate compliance with programs like FedRAMP and CMMC. By slashing the time and cost of achieving an ATO, we are proving that security doesn't have to be a barrier to speed."
The authorization highlights a new model for federal cloud security: Knox Systems provides the robust federal cloud infrastructure and inherited controls, while Kovr.ai's platform provides real-time assessment against National Institute of Standards and Technology (NIST) Special Publication 800-53 requirements and Open Security Controls Assessment Language (OSCAL)-based documentation for continuous monitoring. Together, Knox and Kovr.ai have created a new model for federal cloud authorization: enterprise-grade security infrastructure paired with AI-powered compliance automation that compresses years of manual effort into weeks.
"Kovr.ai represents the exact kind of innovation FedRAMP was designed to unlock," said Irina Denisenko, CEO of Knox Systems. "By operating within the Knox boundary, Kovr achieved authorization in a small fraction of the usual timeline. This is definitive proof that modern AI platforms can meet the most stringent federal security standards without the legacy delays."
Founded by former executives from AWS, Gartner, and PwC, Kovr.ai is a pioneer in the DevOps Continuous Compliance Automation (DCCA) market. As a "compliance copilot," the platform integrates with existing DevSecOps toolchains to provide agencies and vendors a faster, more reliable path to both initial ATO and ongoing assurance through agentic continuous monitoring.
"Compliance shouldn't slow innovation—it should enable it," said Andrew Black, co-founder and CEO of Kovr.ai. "Achieving this authorization through our partnership with Knox demonstrates that AI and automation can meet the highest standards of government security. We are excited to bring these capabilities to the federal ecosystem, helping agencies move faster while remaining mission-ready."
About Kovr.ai
Kovr.ai reinvents cyber-compliance automation with the only AI-native platform designed for cloud and hybrid systems to meet the demands of highly regulated industries. Built on NIST 800-53, NIST 800-171, and OSCAL standards, Kovr.ai eliminates manual processes and enables real-time visibility, audit-ready reporting, and automated remediation across frameworks like FedRAMP and CMMC. Trusted by enterprises and government innovators alike, Kovr.ai helps organizations modernize securely and at speed. Learn more at www.kovr.ai.
About Knox Systems
Knox Systems operates the largest managed federal cloud, trusted by top agencies and partners across defense and civilian sectors. Built for speed, resilience, and compliance, Knox delivers FedRAMP authorization in 90 days — turning the biggest bottleneck in government IT into the fastest path to modernization. Kovr.ai joins a growing list of AI and SaaS providers authorized through the Knox boundary, accelerating secure innovation across the federal landscape. Learn more at www.knoxsystems.com.
Media Contact
Knox@w2comm.com
Kovr.ai Partners with Knox Systems to Achieve Fastest Ever FedRAMP Authorization - Delivering AI-Native Compliance Across Government and Regulated Enterprises
Partnership slashes the traditional two-year federal authorization timeline to just 42 days, enabling secure AI deployment across government agencies
Kovr.ai Partners with Knox Systems to Achieve Fastest Ever FedRAMP Authorization - Delivering AI-Native Compliance Across Government and Regulated Enterprises
Partnership slashes the traditional two-year federal authorization timeline to just 42 days, enabling secure AI deployment across government agencies
BOSTON--(BUSINESS WIRE)--OutSystems, a leading AI development platform, today announced that it has achieved Federal Risk and Authorization Management Program (FedRAMP) Authorization. With this certification, OutSystems now offers U.S. federal agencies an authorized, full-stack custom application development platform designed to deploy and manage mission-critical applications while meeting the government’s data security requirements.
A rigorous and exclusive U.S. government program, FedRAMP is designed to standardize security assessment and authorization for cloud service offerings, accelerating the adoption of government-grade cloud solutions by federal agencies. OutSystems has partnered with Knox, the largest and longest-running managed federal cloud provider, to achieve FedRAMP Authorization.
The FedRAMP-Authorized OutSystems platform combines enterprise-grade software development with end-to-end, full-stack cloud development. Unlike process-centric platforms and custom development, OutSystems eliminates vendor lock-in and gives federal agencies the speed and flexibility required to support a wide range of federal use cases, from frontline digital services to deeply customized mission systems - on a FedRAMP-Authorized platform
“Federal agencies face a modernization paradox: they must rapidly improve digital services and upgrade aging systems, but are constrained by shrinking budgets, limited IT staffing, and stringent security requirements,” said Woodson Martin, CEO at OutSystems. “The FedRAMP-Authorized OutSystems platform is designed to solve these modernization challenges by enabling federal agencies to accelerate digital transformation while reducing risk, controlling costs, and maintaining long-term ownership and scalability.”
The platform empowers federal agencies to build custom digital services tailored to their specific mandates—from citizen-facing web and mobile services, such as benefits portals, grants intake, and field inspections, to complex case management, program oversight, and core mission systems. FedRAMP-Authorized OutSystems helps federal agencies achieve:
- Fast, Phased Modernization
OutSystems enables agencies to rapidly build and modernize mission-critical digital services without a rip-and-replace strategy. Reusable components, acceleration tools, and easy integration with existing systems accelerate time to value. - Mission-Centric Agility with Ownership and Control
OutSystems empowers agencies to deliver any digital service—from citizen-facing web and mobile experiences to complex case management and core mission systems. Its application-centric architecture, extensibility, and customization enable long-term ownership of IP without vendor lock-in. - Enterprise-Grade Security, Governance, and Compliance
OutSystems delivers government-grade security and reliability by design through a FedRAMP-Authorized cloud environment in partnership with Knox. Built-in security controls, automated DevSecOps, high availability, and centralized governance ensure consistent compliance, operational resilience, and predictable costs across the application portfolio.
“Federal agencies increasingly require platforms that combine speed with the flexibility to support highly specialized mission requirements,” said Carrie Lee, former Chief Product Officer and Deputy CIO for the Department of Veterans Affairs. “OutSystems FedRAMP Authorization expands access to a full-stack customer application development platform capable of modernizing complex legacy systems while enabling incremental, lower-risk transformation.”
“Modernization in government too often stalls at compliance,” said Irina Denisenko, CEO of Knox Systems. “Partnering with OutSystems helps turn FedRAMP from a blocker into an enabler - unlocking secure, scalable access to modern development capabilities for federal agencies.”
Learn more about FedRAMP-Authorized OutSystems here.
About OutSystems
OutSystems is a leading AI development platform trusted by thousands of customers worldwide. The platform empowers CEOs, management teams, and technology leaders to build mission-critical applications and agentic systems that grow revenue, streamline operations, and deliver exactly what businesses need.
While evolving AI pilots into production success can be challenging due to talent gaps, legacy systems, imperfect data, and sprawling point solutions, OutSystems provides a proven AI development platform and experience that enables innovation up to 10x faster with the assurance of built-in security, scalability, and governance.
Recognized as a leader by analysts, IT executives, business leaders, and developers around the world, global brands trust OutSystems to innovate as fast as the evolving market demands and orchestrate powerful human + AI collaboration in the agentic future.
Founded in 2001, the company’s network spans more than 60 million end users, over 500 partners, and active customers in 75+ countries across 20+ industries. Learn more at www.outsystems.com.
Contacts
Media Contact:
Shayna Chapel
pr@outsystems.com
OutSystems Achieves FedRAMP Authorization to Accelerate Digital Modernization Across U.S. Federal Agencies
OutSystems platform empowers federal agencies to rapidly modernize legacy systems and deliver mission-critical digital services, while ensuring government-grade security and reliability
OutSystems Achieves FedRAMP Authorization to Accelerate Digital Modernization Across U.S. Federal Agencies
OutSystems platform empowers federal agencies to rapidly modernize legacy systems and deliver mission-critical digital services, while ensuring government-grade security and reliability
NEW YORK and RESTON, Va. — February 3, 2026 — Knox Systems, the largest FedRAMP managed cloud solution, and Carahsoft Technology Corp., The Trusted Government IT Solutions Provider®, today announced a partnership. Under the agreement, Carahsoft will serve as Knox Systems’ Master Government Aggregator®, making Knox’s Federal Risk and Authorization Management Program FedRAMP®-authorized managed cloud and AI security platform available to the Public Sector, independent software vendors (ISVs) and commercial customers through Carahsoft’s reseller partners and NASA Solutions for Enterprise-Wide Procurement (SEWP) V, Information Technology Enterprise Solutions – Software 2 (ITES-SW2), National Association of State Procurement Officials (NASPO) ValuePoint and OMNIA Partners contracts.
As Government agencies accelerate the adoption of Software as a Service (SaaS) and artificial intelligence (AI), security, compliance and cost remain persistent barriers. Knox Systems eliminates these barriers by delivering FedRAMP-grade cloud infrastructure and continuous compliance monitoring, enabling organizations to quickly deploy modern SaaS and AI tools without compromising security or mission resilience.
“Government agencies want access to the best commercial SaaS and AI technologies, but legacy infrastructure and compliance complexity often slow progress,” said Irina Denisenko, CEO of Knox Systems. “By partnering with Carahsoft, we are expanding access to Knox’s secure managed cloud and continuous compliance capabilities, giving agencies a faster, lower-risk path to modernize while meeting the highest Federal security standards.”
The partnership with Carahsoft and its reseller partners provides Public Sector agencies, ISVs and commercial customers with seamless access to Knox Systems’ compliance solutions. The company’s solutions enable organizations to assess, deploy and secure SaaS and AI applications using NIST 800-53 controls, the foundation of FedRAMP compliance, while maintaining real-time visibility into risk and configuration drift.
Federal agencies face increasing pressure to move away from legacy, on-premise infrastructure and toward commercial off-the-shelf cloud solutions. While SaaS adoption improves efficiency and security, only a fraction of available commercial tools are authorized for Federal use. Knox closes the gap by providing agencies with a compliant cloud environment to securely run SaaS and AI applications, streamlining authorization and reducing ongoing operational burden.
“Knox Systems’ managed cloud and compliance capabilities empower organizations to modernize rapidly while ensuring adherence to critical Federal security requirements,” said Alex Whitworth, Cybersecurity Solutions Vertical Executive at Carahsoft. “The company’s platform helps Government agencies, ISVs and commercial customers reduce security risks, automate compliance processes and maintain secure IT environments. Carahsoft and its reseller partners look forward to working with Knox Systems to deliver modern cloud and AI technologies to the Public Sector.”
Knox Systems’ solutions are available through Carahsoft’s SEWP V contracts NNG15SC03B and NNG15SC27B, ITES-SW2 Contract W52P1J-20-D-0042, NASPO ValuePoint Master Agreement #AR2472 and OMNIA Partners Contract #R240303. For more information, contact the Carahsoft Team at (844) 445-5688 or KnoxSystems@carahsoft.com. Explore Knox Systems solutions here.
For more information about Knox Systems, visit www.knoxsystems.com.
About Knox Systems
Knox Systems operates the largest Federal managed cloud, trusted by defense and civilian agencies to run mission-critical workloads securely. Built for speed, resilience and compliance, Knox delivers FedRAMP-authorized cloud infrastructure, continuous compliance monitoring and automated remediation that enable agencies to adopt SaaS and AI with confidence.
Contact
Knox Systems
media@knoxsystems.com
About Carahsoft’s Cybersecurity Solutions Portfolio
Carahsoft's Cybersecurity solutions portfolio includes leading and emerging technology vendors who enable organizations to defend against cyber threats, manage risk and achieve compliance. Supported by dedicated Cybersecurity product specialists and an extensive ecosystem of resellers, integrators and service providers, we help organizations identify the right technology for unique environments and provide access to technology solutions through our broad portfolio of contract vehicles. The cybersecurity portfolio spans solutions for Supply Chain Risk Management, Cloud Security, Zero Trust, Network & Infrastructure, Identity & Access Management, Risk & Compliance and more, ensuring comprehensive protection for organizations' cyber ecosystems. Explore Carahsoft’s Cybersecurity Solutions for Government here.
About Carahsoft
Carahsoft Technology Corp. is The Trusted Government IT Solutions Provider, supporting Public Sector organizations across Federal, State and Local Government agencies and Education and Healthcare markets. As the Master Government Aggregator for our vendor partners, we deliver solutions for Cybersecurity, MultiCloud, DevSecOps, Artificial Intelligence, Customer Experience and Engagement, Open Source and more. Working with resellers, systems integrators and consultants, our sales and marketing teams provide industry leading IT products, services and training through hundreds of contract vehicles. Visit us at www.carahsoft.com.
Contact
Mary Lange
(703) 230-7434
PR@carahsoft.com
View source version on GlobeNewswire
Knox Systems and Carahsoft Partner to Accelerate Secure SaaS, AI Adoption Across the Public Sector
Advanced Hosting Platform Now Available to Government Agencies
Knox Systems and Carahsoft Partner to Accelerate Secure SaaS, AI Adoption Across the Public Sector
Advanced Hosting Platform Now Available to Government Agencies
January 27, 2026 - For years, federal agencies have operated under the traditional belief that IT modernization requires a choice between speed and security. However, as modernization mandates accelerate, this "speed vs. security" paradox is being dismantled.
In a recent featured article for Washington Technology, Knox Systems leadership explores how modern cloud-based solutions are now delivering both—and why the traditional barriers to FedRAMP authorization are finally coming down. With the arrival of FedRAMP 20x, the federal market is shifting toward a reality where mission outcomes are delivered in weeks, not years.
Read the Full Article on Washington Technology
Key Highlights
- The Modernization Mandate: Why federal agencies can no longer afford to let compliance bottlenecks stall critical IT updates.
- Debunking the Paradox: How cloud-native security allows for rapid deployment without compromising government-grade protection.
- FedRAMP 20x as a Catalyst: How the new program initiative is opening doors for SaaS vendors to meet growing agency demand.
- Weeks, Not Years: A look at the new standard for mission delivery and what it means for the future of government procurement.
Answering the Call for Scalable Innovation
The demand for secure, scalable innovation within the federal government has never been higher. As agencies signal a shift away from legacy systems, the primary hurdle remains the FedRAMP authorization process.
The article highlights that while FedRAMP has historically been seen as a barrier, the move toward automated, "ready-now" compliance boundaries is changing the landscape. By leveraging inheritance and engineering-driven security, SaaS vendors can now answer the government's call for innovation without the multi-year wait times of the past.
The Future of Mission-Ready Tech
The connection between agency modernization and cloud adoption is irrefutable. For SaaS providers, the message is clear: the infrastructure to support rapid, secure federal entry now exists. The goal is to move from a "compliance-first" mindset to a "mission-first" reality, where technology serves the agency's needs at the speed of the modern world.
Ready to bypass the compliance barriers and serve the public sector? Book a Demo with Knox Systems to see how we help you reach the federal cloud in record time.
Frequently Asked Questions
1. Why has FedRAMP traditionally been a barrier to modernization? Historically, the high cost and lengthy timelines (often 18–36 months) of FedRAMP authorization prevented many innovative SaaS companies from entering the federal market, leaving agencies stuck with legacy technology.
2. How does FedRAMP 20x change the speed of cloud adoption? FedRAMP 20x focuses on streamlining the flow of information and increasing the reuse of security packages, allowing agencies to grant Authorizations to Operate (ATO) much faster than previous iterations.
3. Is it possible to maintain security while increasing deployment speed? Yes. By using automated control validation and pre-authorized boundaries like those provided by Knox, vendors can ensure that every security requirement is met continuously rather than waiting for manual audits.
4. What should SaaS vendors do to prepare for this demand? Vendors should focus on "Security by Inheritance." By building on a FedRAMP-authorized platform, they can meet more than 80% of federal requirements immediately and focus their engineering efforts on their core product features.
The Irrefutable Connection Between Agency Modernization and FedRAMP Cloud Adoption
The Irrefutable Connection Between Agency Modernization and FedRAMP Cloud Adoption