AI Innovation. Mission Impact.

Practical AI/ML Solutions for Federal Programs

A Square Group helps federal agencies apply AI, automation, and advanced analytics to improve oversight, reduce manual review, and turn complex information into actionable program intelligence.

OUR APPROACH

Intelligent Solutions Built for Government Operations

ASG designs practical AI/ML solutions for federal teams that need to manage large volumes of content, data, documentation, and compliance information. Our approach combines automation, human review, secure cloud delivery, and mission-focused analytics to support better decisions without disrupting existing program workflows.

AI PROJECT SPOTLIGHTS

Delivering Impact with AI

CMS CPI Deliverables Discovery


ASG developed an AI-assisted discovery tool to identify and catalog PDF deliverables across CMS CPI websites. The solution scanned public CMS pages, extracted relevant files, and created a searchable deliverables inventory to improve visibility and program management.

Impact:

Faster discovery, improved content visibility, and stronger oversight of distributed deliverables.

CMS OC Content Intelligence & Change Support


ASG built an AI-assisted content review workflow to help identify pages affected by organizational naming changes. The tool processed sitemap data, archived HTML pages for review, removed repeated page elements, scanned for target keywords, and used AI to help distinguish current references from historical mentions.

Impact:

Smarter content updates, preserved historical context, and reduced manual page review.

AI-Powered Accessibility & Content Audit Workflow


ASG developed an AI-assisted audit workflow to review CMS learning content for accessibility, content quality, and remediation needs. Findings were categorized by impact level and organized into actionable tickets through a custom Trello integration.

Impact:

Faster triage, clearer remediation priorities, and a more repeatable review process.

AI/ML for Federal Oversight

AI/ML Solutions for Compliance, Oversight, and Program Integrity

ASG applies AI/ML to help federal programs identify risks, analyze large datasets, and support oversight activities. Our solutions can assist analysts by surfacing patterns, organizing evidence, classifying content, and prioritizing items for review.

Where appropriate, ASG uses technologies such as AWS SageMaker, PyTorch, RoBERTa, KeyBERT, Hugging Face Transformers, APIs, and secure cloud infrastructure to support scalable analytics and mission-aligned AI workflows.


Enhanced
Oversight

Using AI-assisted analytics to help identify patterns, risks, and items requiring review.


Content & Data Intelligence

Transforming large collections of webpages, documents, and datasets into searchable, structured information.

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Real-Time
Decisions

Reducing repetitive manual review so federal staff can focus on higher-value judgment and decision-making.


Mission-Focused Outcomes

Building practical tools that fit existing government workflows and improve speed, consistency, and traceability.

Our AI/ML solutions are designed to support federal teams with practical automation, scalable content analysis, and data-driven workflows that align with agency oversight, compliance, and operational objectives.

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INNOVATION THROUGH PARTNERSHIP

Innovation Through Partnership

Built for Federal Missions

ASG works with government teams, prime contractors, and technology partners to design AI/ML solutions that are practical, secure, and aligned with federal program needs. Our work emphasizes responsible implementation, measurable value, and solutions that support—not replace—human expertise.

  • AI-assisted workflow automation
  • Content discovery and classification
  • Compliance and oversight analytics
  • Secure cloud-based implementation
  • Human-in-the-loop review and validation
  • Rapid prototyping for federal use cases

Together, we help agencies move from AI concepts to usable tools that support real mission outcomes.

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