Fragmented Data Masks Risk & Waste
ERPs, TMS, IoT sensors, and supplier portals produce terabytes of events. Spreadsheet-based planning can't keep up with today's volatile demand and geopolitical shocks.
Inventory Imbalance
Stock‑outs and excess inventory coexist across the network
Lead‑Time Variability
Lead‑time variability goes undetected until PO due dates slip
Manual Analysis
Manual root‑cause analysis delays corrective actions
ESG Reporting
Sustainability and ESG reporting require months of data wrangling
Agent‑Powered Use Cases
ETA Prediction & Delay Alerting
Agents merge carrier telematics, port API feeds, and weather data to predict arrival times and proactively reroute.
Dynamic Safety‑Stock Optimisation
LLM agents analyse demand volatility and supplier performance to recommend daily reorder points.
Supplier Risk Scoring
Ingest news, ESG scores, and geo‑political events; score suppliers and suggest qualification actions.
Root‑Cause Explorer
Agents trace service‑level breaches through BOM, production, and logistics nodes—suggest counter‑measures.
Cost‑to‑Serve Analytics
Calculate landed cost per SKU‑channel in real time; recommend mode or lane changes.
ESG & Scope‑3 Estimation
Agents estimate CO₂ for each shipment and generate compliance reports with audit trails.
Control‑Tower Agentic Flow
Our supply chain AI platform provides a complete flow from real-time data ingestion to automated actions and feedback.
Real‑Time Data Fabric
LakeFlow connects ERPs, TMS, IoT, and external APIs into Delta Live Tables with schema evolution.
Multi‑Agent Reasoning
Supervisor routes to ETA, optimisation, and risk agents; merges insights with lineage & costs.
Action & Feedback
Agents trigger PO adjustments, carrier tenders, or Slack alerts; feedback retrains models continuously.
PipeIQ Supply‑Chain Services
- ✅Data Fabric Design — Schema, retention, and CDC pipelines for ERP, TMS, IoT, and market feeds.
- ✅Predictive Model Engineering — ETA, demand, and risk models fine‑tuned on your historical data.
- ✅Agent Orchestration — Implement LangGraph or Autogen workflows with guardrails and observability.
- ✅Control‑Tower Dashboards — Real‑time visualisation of inventory, risk, and CO₂ metrics.
- ✅Integration & Automation — Connect to SAP, Oracle, Snowflake, and carrier APIs; trigger SNOW or Slack workflows.
- ✅24/7 Monitoring & SLOs — Dashboards for on‑time delivery, cost‑to‑serve, and agent accuracy—PagerDuty hooks.
Build a Resilient, Data‑Driven Supply Chain
Book a discovery call to deploy AI agents that cut lead‑times, reduce stock‑outs, and boost service levels.
