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Enterprise SystemsEnterprise12-16 weeks
Supply Chain Visibility Platform
See every link in your supply chain in real time — from raw material origin to final-mile delivery — and act before disruptions hit.
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Build This Solution3 topics covered
Enterprise Systems
Category
Enterprise
Complexity
12-16 weeks
Timeline
Logistics
Industry
The Challenge
Global supply chains have grown so complex that most companies cannot answer a simple question in real time: where is my product right now, and will it arrive on schedule?
Visibility typically ends at the first-tier supplier, leaving organizations blind to risks brewing deeper in the network — a sub-supplier's factory shutdown, a port congestion event, or a raw material shortage three tiers down. When disruptions do surface, the response is reactive and slow because planners must manually piece together shipment statuses from carrier portals, supplier emails, and ERP transactions. The lack of a unified, continuously updated view makes it impossible to run meaningful what-if scenarios, quantify risk exposure, or proactively reroute before customer commitments are missed.
Our Solution
MicrocosmWorks can build an end-to-end supply chain visibility platform that aggregates data from carriers, freight forwarders, port authorities, IoT sensors, supplier systems, and internal ERPs into a single, real-time operational picture. Every shipment, purchase order, and inventory node is tracked on a live map with estimated arrival times that update dynamically as conditions change. AI models monitor external risk signals — weather events, geopolitical developments, port congestion indices, and commodity price swings — and correlate them with the client's active shipments and supplier locations to generate proactive disruption alerts. A scenario planning engine lets supply chain managers model alternative sourcing, routing, and inventory buffering strategies before committing resources. Multi-tier supplier network mapping extends visibility beyond direct partners to reveal hidden concentration risks.
System Architecture
The platform is built on a cloud-native, event-streaming architecture designed to ingest high-volume, heterogeneous data from dozens of external sources with varying formats and latencies. A data normalization layer converts raw feeds into a canonical supply chain event model, which flows into a graph database for network analysis and a time-series store for shipment tracking and analytics.
Key Components
- Data Ingestion & Normalization Layer: Connectors for EDI (AS2/SFTP), carrier tracking APIs (FedEx, Maersk, Flexport), IoT gateways, ERP webhooks, and manual
upload portals, all normalizing into a unified event schema.
- Live Shipment Tracker: Real-time map interface showing in-transit shipments with dynamic ETA calculations based on carrier updates, historical transit patterns, and
current disruption overlays.
- Supplier Network Graph: Multi-tier supplier relationship mapping stored in a graph database, enabling concentration analysis, single-point-of-failure detection, and
geographic risk heat maps.
- Disruption Intelligence Engine: AI model that ingests news feeds, weather APIs, port congestion data, and commodity indices to score active risk events and correlate
them with impacted shipments and suppliers.
- Scenario Planning Module: What-if simulation engine that models the impact of supplier switches, safety stock changes, mode shifts (air vs. ocean), and demand
fluctuations on cost, lead time, and service level.
- Alert & Collaboration Hub: Configurable alert rules with escalation paths, plus a shared workspace where procurement, logistics, and supplier contacts can coordinate
response actions on specific disruption events.
Key Integrations
| Platform | Integration Type | Purpose |
|---|---|---|
| Maersk / MSC / CMA CGM | Tracking API | Ocean freight container tracking and vessel ETA updates |
| FedEx / UPS / DHL | REST API + Webhooks | Parcel and LTL shipment status, proof of delivery |
| SAP / Oracle ERP | RFC / REST API | Purchase order, goods receipt, and inventory sync |
| MarineTraffic / FlightAware | Streaming API | Real-time vessel and air cargo position data |
| GDELT / Reuters News API | NLP Pipeline | Geopolitical and natural disaster event monitoring |
Technology Stack
| Layer | Technologies |
|---|---|
| Backend | Python (FastAPI), Go (data ingestion services), Apache Kafka, Apache Flink |
| AI / ML | PyTorch (disruption prediction), XGBoost (ETA models), NetworkX (graph analytics) |
| Frontend | React, Mapbox GL JS, Deck.gl, Tailwind CSS |
| Database | Neo4j (supplier graph), TimescaleDB (shipment events), PostgreSQL, Redis |
| Infrastructure | AWS (EKS, MSK, S3, SageMaker), Terraform, Datadog, PagerDuty |
Implementation Phases
| Phase | Duration | Deliverables |
|---|---|---|
| Supply Chain Mapping & Data Audit | 2 weeks | Supplier network discovery, carrier API inventory, data quality assessment |
| Ingestion Pipeline & Core Tracking | 4 weeks | Kafka streaming layer, carrier connectors, live shipment map |
| Supplier Graph & Risk Engine | 3 weeks | Neo4j network model, disruption AI, risk scoring dashboards |
| Scenario Planning & Collaboration | 2 weeks | What-if simulator, alert rules engine, collaboration workspace |
| Integration Testing & Go-Live | 2-5 weeks | End-to-end validation, user training, phased carrier onboarding |
Expected Impact
| Metric | Improvement | Detail |
|---|---|---|
| Shipment Visibility Coverage | 95%+ | Unified tracking across all modes and carriers replaces fragmented portal-by-portal checks. |
| Disruption Response Time | -65% | Proactive AI alerts and pre-modeled scenarios enable action within hours instead of days. |
| Expedited Freight Spend | -30% | Earlier awareness of delays allows rerouting before expensive last-minute air freight is needed. |
| Supplier Risk Incidents | -40% | Multi-tier mapping and continuous risk scoring surface concentration risks before they materialize. |
| Planner Productivity | +35% | Automated tracking and exception-based workflows free planners from manual status chasing. |
Related Services
- ERP / Enterprise Solutions — ERP integration for purchase orders, inventory, and shipment records
- AI Development — Disruption prediction models, ETA forecasting, and risk scoring algorithms
- Cloud Solutions — Scalable event-streaming infrastructure and real-time data pipeline orchestration
Technologies & Topics
ERP / EnterpriseAI DevelopmentCloud Solutions
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ViewFrequently Asked Questions
MicrocosmWorks integrates with carrier APIs, EDI 214/990 status messages, GPS/cellular tracking devices, AIS vessel tracking, and port community systems to aggregate real-time shipment location and status data across ocean, air, rail, and truck modes. The platform normalizes disparate data formats into a unified tracking interface with predicted arrival times that update dynamically based on current transit conditions.
The MicrocosmWorks platform ingests weather data, port congestion metrics, geopolitical risk feeds, supplier financial health indicators, and carrier performance trends to generate predictive risk scores for every active shipment and supplier. The system provides early warning alerts typically 5-15 days before a disruption impacts your operations, giving procurement teams time to activate alternative sources.
MicrocosmWorks builds supplier network mapping tools that use bill-of-materials analysis, customs trade data, and supplier disclosure workflows to identify and monitor sub-tier suppliers beyond your direct procurement relationships. The platform tracks concentration risk, single-source dependencies, and geographic exposure across the extended supplier network to identify hidden vulnerabilities.
The MicrocosmWorks platform calculates supplier scorecards based on on-time delivery rates, quality reject rates, lead time variability, responsiveness, and total landed cost including freight, duties, inspection costs, and disruption-related expenses. These analytics enable data-driven supplier negotiations, strategic sourcing decisions, and continuous improvement programs tied to measurable KPIs.
MicrocosmWorks designs the platform with multiple onboarding tiers: carrier API integrations activate within 1-2 weeks, EDI-connected suppliers onboard in 2-4 weeks, and manual-entry suppliers can begin using the web portal immediately with no technical integration required. At rates of $15-$35/hr, the typical deployment including top 20 carrier integrations and 50+ supplier onboarding takes 10-16 weeks.
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