Industries
D2C & Consumer Brands
AP & Procure-to-Pay
Invoices arrive from vendor portals, email and WhatsApp in every format. The agent reads each one, matches it to the right purchase order, and posts the GRN into SAP or Tally.
Invoice in
→
PO matched
→
GRN posted to SAP
AP 3-Way Match
Price and quantity mismatches usually surface only after the payment has gone out. The agent checks every invoice against its PO and goods receipt, and holds back the ones that do not agree.
PO
→
Receipt
→
Invoice
COD & Returns Reconciliation
Courier remittances, the warehouse system and your books rarely agree, and the gap quietly sits there for months. The agent reconciles all three every day and raises a dispute on every short-payment it finds.
Courier data
→
WMS
→
Books
Order Entry / SO → PO
Inbound orders land over email, WhatsApp and PDF, then get re-keyed into the ERP by hand, which is where the errors and the backlog start. The agent reads each order, raises the SO and triggers the PO, fully logged.
Order in
→
SO raised
→
PO triggered
Distribution & Trading
Quote Desk / RFQ → Quote
An RFQ lands and then waits while someone checks stock, pulls pricing and types the quote up. The agent reads the request, builds the quote from your catalog and pricing rules, and has it ready to send in under an hour.
RFQ in
→
priced
→
quote sent
Purchasing Automation
Reordering runs on memory and whoever has time that day, so stockouts and rushed POs become normal. The agent watches demand and stock levels, drafts the purchase order when a line runs low, and notifies the vendor.
Demand signal
→
PO drafted
→
vendor notified
Vendor PO Follow-up
Open POs go quiet and you usually hear about a delay around the time the customer does. The agent follows up with every vendor on schedule, tracks confirmations against your ERP, and flags a slip days before it lands.
PO placed
→
followed up
→
delay flagged
Estimating
Quote accuracy lives in one experienced person's head, which makes estimates slow and hard to scale. The agent builds a structured estimate from your historical costs and margin rules, ready for that person to review instead of build from scratch.
RFQ in
→
costed
→
estimate ready
Logistics & Freight
Shipment Track & Trace
Your team logs into eight carrier portals every morning and pastes statuses into a sheet that is stale by noon. The agent pulls tracking from every carrier into one live feed and surfaces exceptions the moment they appear.
Carrier portals
→
one feed
→
exceptions flagged
Freight Invoice Audit
Freight invoices get paid and maybe a fifth are ever checked against the contracted rate. The agent audits every invoice line against your rate card before payment and flags the overcharges worth recovering.
Invoice
→
vs rate card
→
overcharge flagged
Trip / POD Reconciliation
Trips close only when someone manually matches the proof of delivery to the trip, so billing waits and disputes pile up. The agent matches each POD, closes the trip and triggers the invoice automatically.
POD in
→
trip matched
→
invoice raised
Manufacturing
RFQ → Quote / Estimating
A drawing arrives, joins the queue, and someone builds the BOM and quote by hand over a day or two. The agent reads the drawing, extracts the BOM and drafts the estimate, so your estimator reviews instead of builds.
Drawing in
→
BOM extracted
→
estimate drafted
PO → GRN / Receiving
Goods arrive, the paperwork gets checked by hand and the GRN is keyed in twice across systems. The agent reads the supplier document, matches it to the PO and posts the GRN, with nothing entered twice.
Supplier doc
→
PO matched
→
GRN posted
Supplier Follow-up
Production plans get built on what suppliers promised, not what they confirmed, so a slip shows up on the line. The agent follows up on every open PO, tracks confirmations and raises an alert before a delay reaches the floor.
PO placed
→
followed up
→
delay alert
FAQ
Frequently asked questions
What exactly is an AI agent
An AI agent is an autonomous system designed to handle specific business tasks end-to-end. Unlike simple chatbots, AI agents can reason, take actions, integrate with tools, and follow defined workflows.