A practical conversion playbook for legacy ETL — Informatica, SSIS, DataStage — to Databricks Lakeflow + DLT with Auto Loader. Patterns, expectations, and how to handle SCD types.
The Compliance Operating System for Govcon
Government contractors run compliance on spreadsheets and email. ComplyGrid replaces that with a single system of record. Here is the architecture, and what it changes operationally.
Multi-Agent Quality: a New Architecture for the QMS
Traditional QMS systems are forms-and-rules engines. A multi-agent QMS is something different — and the difference matters operationally.
Modeling Delay Cascades with Spatial-Temporal Gnns
Delays propagate through the U.S. airport network in non-obvious ways. Here is how a Spatial-Temporal Graph Dual-Attention Network learns which connections actually carry disruption load.
An AI Freight Analyst with 16 Tools
Most freight intelligence platforms add a chatbot. FreightCortex makes the analyst the center of the platform. Here is what an AI analyst with 16 callable tools actually does — and how it compares to a senior human analyst.
OBIEE to Databricks: a Practical Migration Pattern
Move Oracle OBIEE / OAS to Databricks SQL with a clear semantic-layer methodology. RPD reconstruction, security translation, ETL conversion, and report rebuild — without losing business logic.
Multi-Agent Consensus for Systematic Literature Review
Single-LLM screening makes the SLR process faster but no more accurate. Multi-agent consensus screening — with four models, explanations, and disagreement detection — preserves PRISMA 2020 rigor.