Applied AI for manufacturing sales and RevOps.
A manufacturing opportunity can move across direct and channel coverage, quote revisions, supply decisions, the order, and years of service. We build agents that stay with that account history and keep working toward the next commercial decision, using the systems and approval paths already in place.
Direct and channel coverage can overlap.
A manufacturer may sell to a parent account directly while distributors or dealers cover its plants, subsidiaries, and local buyers. Coverage, agreements, prices, and the buying path can change as an RFQ develops.
Where those records are available, Salesgraph connects the account hierarchy with sales agreements, orders, deal registrations, rebates, and channel point-of-sale data. The agent uses the current account history to continue the pursuit after a coverage or program decision instead of restarting from one system record.
Channel management and sales operations review ownership conflicts and program discrepancies before anything changes in a partner or customer record.
An RFQ can change after quoting begins.
An RFQ may depend on product rules, customer-specific pricing, cost, discounts, surcharges, freight, payment terms, and supply. A revision can change the configuration, quantity, dates, or commercial terms after several approvals are already complete.
The agent rebuilds the affected quote work from current sources, keeps prior decisions visible, and returns the right exceptions for review. The latest price, configuration, terms, and delivery assumptions then continue into the order path.
Application engineering or product management reviews nonstandard configurations. Pricing, credit, and supply teams approve their respective exceptions before the customer receives a commitment.
Quantity and delivery assumptions move after the quote.
Customer forecasts and sales-agreement quantities can move while backlog, allocation, supply, and the demand plan also change. Before a quantity or date goes to the customer, the agent compares the commercial assumption with the latest operating record and routes an exception to the responsible reviewer.
After the order, PO discrepancies, holds, shipment changes, returns, warranties, spare parts, and service contracts become part of the customer history. Open order and service issues remain available for the next renewal, service, or expansion decision.
Accepted quotes, orders, and renewals change future account work.
A sent quote or completed meeting is an activity. Accepted and rejected quotes, orders, sales-agreement actuals, cancellations, service renewals, and account expansion show what happened commercially.
Salesgraph keeps each result with the quote revisions, stakeholder coverage, exceptions, supply changes, service history, and recorded loss reasons that came before it. Future account work uses that reviewed history without treating the last visible activity as the explanation.
Agent work can be measured against quote progression, orders, renewals, and expansion. Account and channel teams remain responsible for customer and partner relationships. Pricing, credit, configuration, delivery, and commitments made to the customer remain subject to the manufacturer's approvals.