OUTCOMES, NOT DESCRIPTIONS.
Anonymized under NDA. Every case reflects direct delivery by our team with measurable impact.
Enterprise GenAI Knowledge Assistant
Analysts spent days searching 10,000+ policy documents for answers.
Azure OpenAI GPT-4 + LangChain RAG with Redis vector search and ada-003 embeddings. Citation-aware Q&A over proprietary documents inside a secured tenant.
Reduced research time by 85%. Analysts get cited answers in seconds, not days.
Multi-Agent LLM Policy System
Policy generation required weeks of manual review across multiple stakeholder groups.
GPT-4 + Autogen multi-agent architecture with adversarial critic agents, grounded in WDI/WSFO data. LangChain + Pydantic structured output for defensible reasoning.
Automated 70% of manual policy review cycles. Draft-to-final in hours, not weeks.
AI-Driven Financial Spreading & Risk Intelligence
Financial analysts manually spread statements and flagged risk across hundreds of portfolio companies.
Azure AI Document Intelligence + LLM agents for line-level financial extraction. RoBERTa sentiment + SpaCy NER for risk flagging. Databricks/PySpark Medallion ETL.
Cut financial analysis from days to minutes. Flagged 3x more risk signals than manual review.
Secure Containerization & CI/CD for Federal Microservices
No automated deployment pipeline. Manual releases created security gaps and multi-day deployment cycles.
AWS ECS Fargate platform built from scratch with full CI/CD. SAST/DAST and image scanning with gate promotion across dev, staging, and production environments.
Deployments reduced from days to under 30 minutes. Zero critical vulnerabilities in production.
NIST 800-53 Compliance & ATO Documentation
Authorization packages were incomplete, inconsistent, and blocking system deployment.
Full control mapping, SSP section authoring, implementation statements, and POA&M artifact generation for federal authorization packages.
Achieved ATO-ready documentation in 60% less time. All controls fully mapped and audit-ready.
Base Image Hardening & Vulnerability Management
Government base images had hundreds of unresolved CVEs. No automated scanning or remediation pipeline.
Automated ECR scanning, Iron Bank alignment, severity-based promotion gating, and coordinated remediation of government base-image findings.
Reduced critical CVEs to zero. Automated scanning runs on every build with severity-gated promotion.
DEPLOY AI THAT DELIVERS MEASURABLE RESULTS.
Every use case backed by production delivery experience and real outcomes.
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