AI/ML systems for federal civilian agencies.
Stratton Federal LLC delivers production retrieval-augmented generation, LLM agents, and multilingual NLP to US federal civilian agencies and prime contractors — under NAICS 541511, 541512, 541690, and 541930.
Production AI/ML across the LLM application lifecycle.
Retrieval-Augmented Generation
Vector databases (pgvector, Pinecone, Qdrant), hybrid retrieval (dense + BM25), citation-grounded responses, evaluation harnesses measuring precision@k, hallucination rate, and citation accuracy.
LLM Agents & Reasoning
Custom LangChain / agent orchestration, tool-using LLMs with structured calling, fallback strategies, observable execution traces. Anthropic, OpenAI, and open-weight models via Bedrock or direct API.
Document Generation
Production LLM workflows for regulated document generation. Structured-output guardrails, validation engines, statutory compliance verification — mirrors federal form-letter and eligibility-determination automation.
Multilingual NLP
Specialization in Slavic-family low-resource languages (Slovenian, Croatian, Russian) plus German and Spanish — with native-speaker review for high-stakes outputs. Custom tokenization, evaluation pipelines, parallel corpus alignment, terminology consistency QC, bilingual reviewer-in-the-loop workflows.
Demonstration portfolio.
Selected projects from independent AI/ML engineering work (2024–2026), prior to founding Stratton Federal LLC. All available for live walkthrough on a 30-minute technical call.
Slovenian Case Law RAG
Production retrieval-augmented generation over 50,000+ Slovenian Supreme Court decisions. Hybrid retrieval (dense embeddings + BM25), citation-grounded LLM responses, sub-second query path.
Real-Estate Contract Automation
LLM-driven generation of compliant Slovenian real-estate sales contracts. Structured-output guardrails, validation engine, statutory compliance verification by domain reviewers.
Multilingual NLP Tooling
Production NLP across Slovenian, Croatian, and German, with Slavic-family methodology extensible to Russian. Native Spanish-language review capability for high-stakes outputs serving US federal Spanish-language workflows. Custom evaluation pipelines for low-resource language quality, parallel corpus alignment, terminology consistency QC.
Lean delivery. Compliance-aware. Civilian-focused.
Stratton Federal LLC is structured for focused delivery: 1–3 dedicated engineers per engagement at competitive blended rates, with EU-based engineering (Slovenia) and US-incorporated structure (Wyoming LLC).
Every engagement is compliance-aware from sprint zero: NIST AI RMF alignment, evaluation harnesses for hallucination rate and factual accuracy, structured logging compatible with downstream audit requirements.
Non-cleared, civilian-agency focused. Open to direct civilian awards and subcontracting under existing prime IDIQs, BPAs, and GSA Schedules.
NAICS profile & contract vehicles.
- · Prime IDIQ subcontracting
- · BPA call ordering
- · GSA Schedule pass-through
- · Direct civilian-agency awards
- · Simplified acquisition thresholds
Let's explore where we might fit your AI/ML portfolio.
Reach out for a 15–30 minute discovery call. We'll send a 1-page capability statement on request and respond to specific Sources Sought notices within 5–7 days of posting.
1914 Thomes Ave, Ste 2 #3396
Cheyenne, WY 82001
United States