Term |
Simple Definition (Logistics Lens) |
đ¤ Artificial Intelligence (AI) |
Software that performs tasks (decisionâmaking, pattern spotting) that normally require human judgmentâthink instant lane comparisons instead of spreadsheet wrestling. |
đ Machine Learning (ML) |
A subset of AI where the system âlearnsâ from historical dataâlike predicting when a railcar will reach the dock from thousands of prior moves. |
đ Large Language Model (LLM) |
A powerful text engine (e.g., ChatGPT) that drafts emails, tariff explanations, or SOPs in seconds using your own playbooks. |
đŹ Natural Language Processing (NLP) |
Technology that lets computers read or write human languageâturning Bills of Lading into searchable, structured tags automatically. |
đ°ď¸ Digital Twin |
A live, virtual replica of your yard, terminal, or DC that updates in real time so planners can test âwhatâifâ scenarios without moving a single box. |
đŽ Predictive Analytics |
Forecasts future events (dwell, demand spikes) from past patterns so you can stage assets before the crunch hits. |
đď¸ Computer Vision |
Cameras + AI that âseeâ like humansâspotting damaged pallets or verifying seal integrity as freight passes a portal. |
đ¤đź Robotic Process Automation (RPA) |
Software bots that click, copy, and paste: perfect for nightly EDI uploads, carrier portal entries, and invoice validation. |
⥠Edge Computing |
Running AI right where data is generated (a crane, forklift, or sensor) for splitâsecond decisions without waiting on the cloud. |
đ Internet of Things (IoT) |
Everyday equipment fitted with sensorsâtemperature, vibration, GPSâfeeding realâtime data to your AI dashboards. |
đž Data Lake |
A centralized store that keeps raw spreadsheets, PDFs, and sensor feeds together so AI tools can drink from one well. |
đ API |
Digital âpipesâ that let separate systems (TMS, WMS, ERP) share data automaticallyâno swivelâchairing required. |
đ ď¸ Prompt Engineering |
Crafting questions or instructions so an LLM gives you the answer you need (e.g., âWrite a customer email summarizing detention charges in 3 bulletsâ). |
đ Autonomous Mobile Robot (AMR) |
Selfânavigating carts or tuggers that move parcels and parts around the warehouse, guided by onâboard AI. |
đ§ Predictive Maintenance |
Algorithms that signal âservice this forklift in 10 hoursâ before it failsâslashing downtime and overtime costs. |
đŠ Reach out to Martin for a free consultation (mlew@commtrex.com).