Industries
We deliver a modern, AI-enabled supply chain platform for growing businesses, integrating TMS, WMS, Integration, Demand Planning, and IoT.
Home > Industries
Consumer Packaged Goods (CPG)
Pain Points
- SKU tracking gaps and demand spikes cause stockouts and excess inventory.
- Inaccurate forecasting for demand, seasonality and promotions leads to missed sales and write-offs.
- Lack of coordination between ordering, pick and pack, and shipping paralyzes operations and causes heavy manual work arounds that drive up costs.
- Lack of IoT asset tracking for private fleets cause delays in shipments, and lack of visibility for proactive fleet management.
Outcomes
- AI-based replenishment to stabilize on-shelf availability and reduce carrying costs.
- Revenue lift from fewer stockouts and more accurate demand signals.
- Faster cycle times and fewer split shipments via inventory-to-transport synchronization.
- Lower fulfillment cost per order with automated routing and carrier selection.
- End-to-end visibility from plant/DC to retail delivery for promo and launch execution.

Distribution - Wholesale
Pain Points
- Disconnected inventory and load coordination lead to split shipments and higher transport spend.
- Manual routing and stale data slow shipments and drive up freight costs.
- Limited visibility with inventory handling creates mis-picks, rework, and late orders.
- Fragmented integrations block end-to-end visibility across ERP, carriers, and vendors sacrificing optimization, driving up costs, miss revenue and lower ROI.
Outcomes
- Unified WMS/TMS with predictive, AI-based routing to consolidate loads and cut freight spend.
- Average 25% faster shipments via automated planning and real-time route optimization.
- Reduced manual touches and admin workload through workflow automation.
- Tighter inventory accuracy and fewer split orders from synchronized pick/load plans.
- Improved service levels with end-to-end visibility from DC to customer.

Food & Beverage
Pain Points
- Unmonitored temperature fluctuations and compliance gaps increase spoilage and audit risk.
- Lack of visibility cases falling out of compliance risk and fines levied, plus brand bad press.
- Limited real-time tracking/condition monitoring slows exception response.
- Reactive/inaccurate forecasting causes stockouts or overproduction of perishables.
Outcomes
- IoT condition monitoring (location, temperature, tampering) with automated compliance reporting.
- Up to 90–100% cold-chain visibility for proactive exception response.
- Faster recall readiness and audit throughput with AI-driven documentation.
- Lower inventory shrink and write-offs through real-time threshold alerts and chain-of-custody integrity.

Healthcare / Pharma
Pain Points
- Reduced visibility of product from warehouse to shipping limits traceability and increases audit work and risk.
- Limited real-time tracking and chain-of-custody visibility for regulated products causes high compliance violation risk.
- In ability to proactively monitor temperatures of product driving shipping causes expensive product loss and recalls, with fines for falling out of compliance.
- Disparate systems and lack of integration (ERP, logistics, partners) hinder regulatory reporting and fulfillment speed.
Outcomes
- IoT-enabled chain-of-custody tracking with automated, AI-driven reporting.
- Close to 100% asset visibility across storage and transport for faster exception resolution.
- Real-time temperature and handling compliance to reduce product losses and quarantines.
- Streamlined audits and recall responses with searchable, time-stamped movement history.
- Improved delivery reliability and patient safety via optimized routes and transparent ETAs.

Manufacturing
Pain Points
- Inbound materials and outbound shipments aren’t synchronized, causing line stoppages and expediting.
- Manual inventory handling drives errors, overtime, and delayed shipments.
- Lack of communication between other systems such as the TMS that causes lack of coordination and missed shipments.
Outcomes
- Real-time production-to-distribution flow that keeps lines running and orders on time.
- Average 15–28% transportation cost savings from AI-optimized routing/load planning on finished-goods moves.
- Faster OTIF performance with automated carrier selection and live ETA tracking.
- Lower overtime and rework from warehouse workflows synced to transport plans.
- Up to 90–100% visibility across in-plant and in-transit assets for proactive exception handling.

Intelligent Supply Chain Starts Here
Make Your Supply Chain Smarter, and Faster, with AI





