Capabilities & Tech Stack

Practical AI applications matched to real business problems, deployed with the right technical approach for your environment and risk profile.

What We Help You Do

High-value AI applications relevant to defense and commercial organizations. Each addresses a real operational problem — not a hypothetical use case.

Opportunity Intelligence

Find relevant and meaningful business opportunities overnight. AI-driven pipelines continuously monitor SAM.gov, industry databases, and curated sources — surfacing qualified leads while you sleep. Never miss a relevant solicitation again.

SAM.gov Integration Automated Monitoring Qualification Scoring

Workforce Augmentation

Expand employees' skills with AI tools that enhance and round out their capabilities. The focus is on the people — building AI that makes your team more capable, not replacing them. We identify the highest-leverage augmentation points specific to your workforce roles.

Augmentation Spectrum

Simple Summarizing notes, meeting prep, applying your company's branding
Moderate Content in your company's voice, sector-specific language, targeted communications
Complex Business development support — helping your team find and land new work
Role-Specific Tooling Knowledge Assistants Skills Gap Analysis

Proposal Compliance Checking

Check proposals for compliance before they are submitted. AI reviews your response against the full solicitation, PWS, evaluation criteria, and formatting requirements — flagging gaps, non-compliance, and missing certifications before it costs you a bid.

Requirements Extraction Gap Analysis Compliance Scoring

Past Performance Querying

Query your company's past performance like never before. Natural language retrieval across all prior contracts, deliverables, lessons learned, and performance reports — so the right experience surfaces in seconds, not days.

RAG Retrieval Semantic Search Proposal Integration

Research & Knowledge Retrieval

Get the most out of your searches on new and existing topics. AI-powered knowledge management that synthesizes internal documents, external sources, and expert knowledge — delivering contextualized answers, not a list of links.

Multi-Source Retrieval Context-Aware Answers Citation Tracking

Thought Leadership Generation

Turn your company into a recognized thought leader in your field. AI-assisted pipelines that surface insights, draft content, and maintain a consistent voice across technical papers, white papers, blog posts, and industry commentary.

Content Pipelines Technical Writing AI Voice Consistency

The Right Tool for the Right Task

There is no single AI approach that solves every problem. Mature processes don't get thrown out — they get revolutionized. We bring the experience to know the difference, then apply the right model, technique, and infrastructure for what needs to be done.

Transforming organizations hand in hand with revolutionizing processes.

Mature Processes, Modernized

We don't throw out what works — we identify where AI creates measurable leverage within your existing workflows and apply it with the precision your operations require.

Beyond the Sledgehammer

Giving everyone a ChatGPT subscription is a start, not a strategy. Targeted AI applications — matched to your specific roles, data, and goals — are what create durable competitive advantage.

Model. Technique. Hardware.

Every engagement aligns the right model type, the right AI technique, and the right infrastructure for the task at hand — not the most fashionable stack or the most expensive one.

Our AI Application Tech Stack

We apply a rigorous, security-conscious technical approach to every engagement — selecting the right tools for your requirements, not the fashionable ones.

AI Techniques

Retrieval-Augmented Generation (RAG)
Agentic Workflows
Tool Use & Function Calling
Planning & Reasoning Loops
Multi-Agent Architectures

Model Types

Reasoning Language Models (RLMs)
Small Language Models (SLMs)
Frontier Commercial Models
Open-Weight / Self-Hosted Models
Embedding & Retrieval Models

Optimization

Token Usage & Cost Reduction
Latency Tuning
Semantic & Prompt Caching
Response Streaming
Observability & Monitoring

Infrastructure & Deployment

Self-Hosted / On-Premises
Cloud Hosting (AWS, Azure, GCP)
Hybrid Architectures
Containerized Deployments
Air-Gap Compatible Configurations

Development Workflows

Systems Engineering for Requirements
AI-Assisted Coding
Vibe-Coding for Rapid Prototyping
Iterative Build & Evaluation
Structured Scope Definition

Security & Compliance

NIST 800-171 / CUI Handling
Prompt Injection Mitigations
Dependency & Supply Chain Review
Continuous Vulnerability Monitoring
Model Loading Safety (safetensors)

How We Work With You

A structured but flexible process that respects your organization's constraints and pace.

1

Discovery Call

Free 30-minute conversation to understand your situation, goals, and constraints. No pitch — just listening.

2

Opportunity Assessment

We analyze your workflows and data landscape to identify where AI delivers the highest-value outcomes for your specific context.

3

Scoped Engagement

Defined deliverables, timeline, and success metrics. No open-ended retainers without clear milestones.

4

Build & Deploy

We build, test, and deploy — with your team involved throughout so knowledge transfers, not just software.

5

Sustained Support

Monitoring, iteration, security updates, and roadmap guidance. We stay involved as long as it's valuable.

See How These Apply to Your Organization

Complete our intake form and we'll map the most relevant capabilities to your specific challenges.