/manufacturing
Agentic workflows for manufacturing & distribution
Production-line and commercial agents — pricing, tariff, inventory, dealer and claims workflows that run against real plant and supply-chain data.
Manufacturing and distribution is a domain Vyom Tech Sol builds agentic systems for. Plant-floor work includes production-line monitoring, anomaly detection and triage agents that turn sensor and MES signals into actionable alerts with suggested causes. Commercial work includes pricing agents that generate and defend quotes against cost, competitive and margin rules; tariff classification agents that determine codes and model duty impact as trade rules change; inventory optimisation and planning support; and dealer or distributor copilots and portals that let channel partners check availability, pricing and order status conversationally. Aftermarket work covers warranty and claims adjudication, including document review and policy checks. Procurement and supplier workflows round it out. These environments are data-rich but system-fragmented — MES, ERP, PLM, CRM and spreadsheets — so a large share of the work is integration and making the agent reason over a coherent picture rather than one silo.
What we build in manufacturing & distribution
- →Production-line monitoring & anomaly triage
- →Pricing agents and quote generation
- →Tariff classification & duty impact
- →Inventory optimisation and planning support
- →Dealer and distributor portals & copilots
- →Warranty and claims adjudication
- →Supplier and procurement workflows
One agent, in depth
// agent deep-diveThe Tariff Classification AgentEvery part you import needs an HS code, the codes are ambiguous by design, and the duty consequences of getting one wrong compound across thousands of shipments. An agent that classifies with its reasoning attached.read the deep-dive →Common questions
Can an AI agent classify HS tariff codes?
Yes, and the useful output is the reasoning, not just the code. The agent assembles the product picture from part master, BOM and engineering documents, narrows to candidate headings, then applies the General Rules of Interpretation in order. A licensed broker confirms before anything enters a filing.
What manufacturing workflows suit agentic AI?
Production-line monitoring and anomaly triage, pricing and quote generation, tariff classification and duty modelling, inventory and replenishment planning, dealer and distributor copilots, warranty and claims adjudication, and supplier and procurement workflows.
Our data is spread across MES, ERP, PLM and spreadsheets. Does that break this?
It is the normal starting point, and most of the build is integration. An agent that reasons well over one silo and cannot see the others produces confident, wrong answers, so the work is giving it one coherent picture and a safe path to write back.