Case studies

Sanitized case studies that read like systems.

Each case study covers the operational problem, the system design, the tradeoffs, the impact signal, the limitations, and the reliability thinking.

Private LLM / RAG

Jazmine — Private Enterprise RAG Assistant

A sanitized case study of a private enterprise knowledge assistant built around local LLMs, RAG, department-aware retrieval, and source-grounded answers.

· RAG· Source Grounding· Department-Aware Retrieval

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Decision Intelligence

ARGO — Decision Intelligence for Airline Operations

A sanitized case study of a decision-intelligence platform for operational planning, recovery workflows, resource allocation, and role-based visibility in airline operations.

· Decision Intelligence· Operational Constraints· Recommendation States

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AI Operational Summarization

SkyGuard — AI NOTAM Summarization for Pilots

An AI briefing workflow that converts complex NOTAMs into structured, pilot-friendly summaries with conservative risk classification and human review.

· NOTAM Summarization· Risk Classification· Pilot Briefing

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Workflow Automation

Meeting Minutes Generator — Speech-to-Structured-Action Automation

A speech-to-structured-actions system that turns meeting recordings or transcripts into summaries, decisions, and follow-up tasks.

· Speech-to-Text· Chunked Summarization· Action Extraction

Sanitized case study

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Reliability Risk Framework

Predictive Maintenance AI — Aircraft Reliability Risk Framework

A production framework for aircraft reliability risk detection using maintenance logs, QAR/DAR signals, data-quality rules, scoring, and governed alert promotion.

· Signal Validation· Alert Scoring· Backtesting

Framework / sanitized

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