Government Solutions · Cybersecurity & RMF

Governed RMF Copilot

AI-assisted governance and compliance operations for research, development, and rapid prototyping environments.

Research Prototype Governed RMF Copilot is currently being evaluated as an AI-assisted cybersecurity documentation readiness platform for research, development, and rapid prototyping environments.

Artifact-centric RMF pre-adjudication for draft System Security Plans and control packages — confidence-scored findings, NIST SP 800-53 coverage analysis, evidence sufficiency review, and mandatory human attestation before export. Not authorization automation. ISSOs and authorizing officials retain authority.

Human review required AI findings remain advisory Not ATO automation

Intended users

Built for security and program staff who own RMF documentation quality before formal assessment — not to replace ISSOs, assessors, or authorizing officials.

ISSOs
ISSMs
RMF Assessors
Program Security Officers
Prototype Development Teams

How it works

A governed workflow from draft artifact to exportable pre-adjudication report.

  1. Upload SSP
  2. Coverage analysis
  3. Evidence review
  4. Findings
  5. Human attestation
  6. Export

Why findings matter

Pre-adjudication shifts deficiency discovery upstream — before formal assessor review.

Without pre-adjudication Assessor identifies deficiencies late — teams rework packages after formal review cycles begin.
With pre-adjudication Teams correct deficiencies before formal review — improving first-pass documentation quality.

Expected outcomes

Government buyers evaluate readiness impact before feature lists. Governed RMF Copilot is designed to improve documentation quality upstream of formal assessor review.

Reduce RMF package rework before assessor review

Improve first-pass documentation quality

Identify missing controls and unsupported inheritance claims

Maintain human accountability and authorization authority

Solution capabilities

Public capability overview · research & pilot outreach

RMF Pre-Adjudication

Evaluate draft RMF packages before formal cybersecurity review — identify gaps early.

NIST 800-53 Coverage Analysis

Map narratives and evidence to control families with presence and readiness metrics.

Evidence Sufficiency Review

Separate control narrative presence from supporting documentation quality.

Inherited Control Validation

Flag unsupported inheritance claims and missing scope documentation.

Human Attestation Workflow

Accept, reject, or modify each finding; export blocked until review is complete.

Traceable Findings

Finding → control → source paragraph → evidence chain for audit-ready review.

R&D Sandbox Support

Isolated demonstration environment with synthetic artifacts — no operational network connectivity.

Architecture Maturity Scoring

Assess early-stage system documentation maturity from submitted artifacts.

Government solutions portfolio

Governed operational AI for regulated and public-sector programs — alongside existing SD Panthers pillars.

Leadership & operational credibility

SD Panthers leadership experience spans cybersecurity operations, enterprise risk management, fraud and credit-card investigations, anti-money laundering (AML) compliance, evidence analysis, audit support, and large-scale enterprise technology governance — applied to human-governed AI systems where accountability, traceability, and review rigor are required.

Government & defense inquiries

Request a pilot discussion, live demonstration walkthrough, or capability briefing for your program office or lab.

Email: usman.qazi@sdpanthers.com

Governed RMF Copilot is a research prototype for AI-assisted RMF pre-adjudication. The interactive demo accepts uploaded draft SSP text or sample artifacts in an isolated environment. No authorization decisions are made by the system. Human attestation is required for all findings. SD Panthers does not represent government endorsement, selection, or contract award unless explicitly stated in a public award notice.

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