91% of developers use AI tools. Your repo is accumulating technical debt RIGHT NOW.
AI Code Governance for Mission-Critical Software
Connectory delivers a government-grade AI code governance control plane — with full audit trails, air-gapped deployment, and automated compliance checks mapped to NIST, CMMC, and FedRAMP requirements.
The Governance Gap in Government AI Development
AI coding tools are accelerating software delivery across defense and civilian agencies. Without a structured governance layer, every line they generate is an unaudited liability.
AI-Generated Code in Classified Systems Without Oversight
Developers inside cleared facilities are using AI coding assistants. The code they generate goes into systems that require strict provenance, review, and audit documentation — yet most agencies have no mechanism to track which code was AI-generated, whether it was reviewed with security intent, or whether it bypassed human scrutiny entirely. The gap between AI tool adoption and governance maturity is widening with every sprint.
82% of government software teams report no formal policy governing AI code contributions
Supply Chain Risk from AI-Introduced Dependencies
AI models generate code that references third-party libraries, external APIs, and dependency patterns drawn from training data that may be months or years stale. In government and defense environments, every introduced dependency is a potential supply chain attack vector. Without automated detection and policy enforcement at the PR level, these risks compound silently across every repository.
AI-generated code introduces unvetted dependencies 3.1x more frequently than human-authored code
No Audit Trail That Satisfies Federal Standards
FedRAMP, NIST SP 800-53, and CMMC all require documented evidence of secure development lifecycle controls. Auditors are increasingly asking how agencies govern AI-generated code specifically — and existing tools provide no answer. When an incident occurs in a system where AI wrote a significant portion of the code, the inability to produce a complete, structured audit trail becomes both a compliance failure and a forensic dead end.
AI-related audit findings increased 4.2x in federal software assessments from 2023 to 2024
A Governance Control Plane Built for Government Requirements
Every Connectory product is designed with the security posture, auditability, and deployment flexibility that government and defense programs demand.
AI-Aware Code Review Mapped to NIST and CMMC Controls
SlopBuster analyzes every pull request for vulnerability patterns aligned to NIST SP 800-53 and CMMC practice families — including access control violations, insecure configurations, and cryptographic weaknesses that AI models frequently introduce. Each finding is documented with control references, severity ratings, and remediation guidance formatted for ATO package inclusion.
Policy-Enforced Merge Gates With Full Exception Logging
Guardian enforces your agency's merge policy as executable infrastructure. Define hard blocks for critical vulnerabilities, require security officer approval for policy exceptions, and configure per-repository thresholds matched to data classification levels. Every exception is logged immutably with approver identity, timestamp, and justification — producing the evidence chain federal auditors require.
Program-Level Compliance Visibility Across All Repositories
The Org Dashboard delivers a real-time compliance posture view across every repository in your program or agency. Track AI code volume, policy adherence rates, open findings by severity, and exception history. Generate audit-ready reports on demand — formatted for ISSO review, IG assessments, and ATO package updates without manual data aggregation.
Air-Gapped, Self-Hosted Deployment for Classified Environments
Connectory's self-hosted deployment mode runs entirely within your network boundary — no code, no metadata, and no telemetry leaves the environment. Certified for deployment in air-gapped enclaves, the architecture supports IL4/IL5 hosting requirements with no external dependencies. Installation uses standard container orchestration tooling already present in most government DevSecOps pipelines.
From Installation to ATO-Ready in Four Steps
Connectory is engineered for rapid deployment in government DevSecOps environments, with no external calls required after initial installation in air-gapped configurations.
Air-Gapped Deployment Within Your Network Boundary
Deploy Connectory on your government-furnished infrastructure using the self-hosted container package. The installation process is fully documented for FedRAMP moderate and high environments. Once deployed, all analysis runs locally — no code, findings, or metadata is transmitted outside your boundary. Supports integration with your existing GitHub Enterprise Server or GitLab instance.
Configure Policies Against NIST, CMMC, and FedRAMP Controls
Work with your ISSO and security engineering team to configure Guardian policies aligned to your applicable control frameworks. Map severity thresholds to your system's data classification, define required approvers for exception workflows, and set repository-level policies matching your program's risk tolerance. All policy configuration is stored in version control and reviewed through your existing change management process.
Automated Compliance Checks on Every Pull Request
From the moment Connectory is deployed, every pull request receives automated analysis against your configured policy set. SlopBuster identifies vulnerability patterns mapped to your control framework. Guardian enforces merge policy without manual intervention. Developers receive inline findings with control references — giving them actionable context within the tools they already use, without additional training.
Continuous Audit Logging and Compliance Report Generation
Every analysis result, policy decision, merge exception, and approver action is logged to Connectory's immutable audit trail. The Org Dashboard generates compliance-ready reports on demand: AI code provenance summaries, finding trend analysis, exception history, and policy adherence rates by repository and time period. Export formats are designed for direct inclusion in ATO packages and IG evidence requests.
Air-Gapped Deployment Within Your Network Boundary
Deploy Connectory on your government-furnished infrastructure using the self-hosted container package. The installation process is fully documented for FedRAMP moderate and high environments. Once deployed, all analysis runs locally — no code, findings, or metadata is transmitted outside your boundary. Supports integration with your existing GitHub Enterprise Server or GitLab instance.
Configure Policies Against NIST, CMMC, and FedRAMP Controls
Work with your ISSO and security engineering team to configure Guardian policies aligned to your applicable control frameworks. Map severity thresholds to your system's data classification, define required approvers for exception workflows, and set repository-level policies matching your program's risk tolerance. All policy configuration is stored in version control and reviewed through your existing change management process.
Automated Compliance Checks on Every Pull Request
From the moment Connectory is deployed, every pull request receives automated analysis against your configured policy set. SlopBuster identifies vulnerability patterns mapped to your control framework. Guardian enforces merge policy without manual intervention. Developers receive inline findings with control references — giving them actionable context within the tools they already use, without additional training.
Continuous Audit Logging and Compliance Report Generation
Every analysis result, policy decision, merge exception, and approver action is logged to Connectory's immutable audit trail. The Org Dashboard generates compliance-ready reports on demand: AI code provenance summaries, finding trend analysis, exception history, and policy adherence rates by repository and time period. Export formats are designed for direct inclusion in ATO packages and IG evidence requests.
Governance Outcomes Measured at Program Scale
Connectory delivers quantifiable improvements in audit readiness, vulnerability coverage, and compliance posture for government and defense software programs.
audit trail coverage for every AI-generated line merged to production
reduction in unreviewed AI code reaching classified system builds
faster ATO evidence package preparation with automated reporting
external network calls in air-gapped deployment mode
Get a Classified-Environment Deployment Briefing
Our federal solutions team can walk through Connectory's deployment architecture, control framework mappings, and air-gapped installation process with your ISSO and security engineering staff. No vendor registration required — this is a technical briefing, not a sales call.