Lab
Open-source tools built for Oracle OTM, EDI, parcel shipping, and supply chain teams — scratching itches that commercial platforms don't.
AI-powered X12 EDI message analyzer for logistics and transportation teams. Paste a 204, 210, 214, or 990 payload and get row-level segment breakdowns with context, field definitions, and confidence scores. Includes a document ingestion pipeline for implementation guides and a persistent correction store to improve future explanations.
A consolidated web workspace for Oracle Transportation Management teams — replacing the usual sprawl of spreadsheets, static docs, and one-off scripts. Includes XML/JSON validation, XPath/JSONPath generation, payload inspection, a data dictionary and schema browser, SQL builder with relationship guidance, and QA test cycle management.
Streamlit app that generates and posts Oracle OTM Order Release XML payloads for dev and test environments. Supports manual entry, CSV/Excel import, and randomized test-data generation. Built-in safeguards block posting to production endpoints. Outputs individual XML files or ZIP batches.
Automated service that fetches weekly U.S. diesel prices from the EIA API and posts updated rate factors to Oracle OTM — only when EIA data is fresher than what's already loaded. Supports dry-run mode, manual triggers, and scheduled execution. Designed for containerized deployment on Google Cloud Run.
Lightweight vessel-visibility dashboard built on live AIS data. Input a vessel name and destination port to get real-time position and ETA. Accepts both manual CSV uploads and live WebSocket feeds from aisstream.io. No authentication required — built for supply chain teams that need quick vessel-level visibility without a full TMS.
Compare 2025 retail shipping rates across USPS, UPS, and FedEx in one shot. Enter origin ZIP, destination ZIP, weight, and package dimensions — get back rates for 6 services with DIM weight calculated per carrier, zone lookup, residential surcharges applied, and results sorted cheapest-first.
Track UPS and FedEx surcharge history from 2022 to present — fuel, residential, peak, and additional handling. Includes a monthly impact calculator: enter your package volume, average base rate, and residential mix to see exactly how much surcharges are adding to your shipping bill, with a Q4 peak warning built in.