Products & product sets

Every Aiera answer is grounded in the Arvind Garmenting catalogue, pricing rules and policy language.

Bottoms

Catalogue items grounded into the agent

Jeans

Grounded

Answers cover specs, availability across 4 geographies and the top objections.

Delivery slippageCostingQuality rejection

Chinos

Grounded

Answers cover specs, availability across 4 geographies and the top objections.

Delivery slippageCostingQuality rejection

Shorts

Grounded

Answers cover specs, availability across 4 geographies and the top objections.

Delivery slippageCostingQuality rejection

Enquiry demand in this set

  • Jeans9
  • Chinos9
  • Shorts10

Brands covered

Arvind GarmentsArvind EthiopiaArvind Jeanswear

Compliance guardrails

  • Buyer code of conduct
  • Audit trail
  • Labour compliance statements

AI products for this business

Tech bets that turn the catalogue into a platform

OTIF Early-Warning Engine

Prototype

Models fabric-in, cutting, sewing and finishing telemetry against the buyer's ship date to flag PO risk two weeks out — with the specific line, operation and bottleneck named.

Production telemetryDelay risk modelBottleneck attribution

Edge: Risk surfaced while it can still be fixed, not at the shipping week

Vendor Follow-up Autopilot

Pilot

A multilingual voice agent that calls fabric and trim vendors on schedule, captures committed dates and writes them straight into the PO tracker — 40 chase calls a day off the merchant's desk.

Outbound voice agentHindi / English / Amharic ASRERP write-back

Edge: Supplier commitments become data instead of WhatsApp memory

Vision QA & Defect Intelligence

Prototype

Vision models classify defects at end-of-line and in the finishing audit, cluster them by line, operator and operation, and escalate the repeat cause before the buyer claim arrives.

Vision defect classificationClustering + root causeEscalation workflow

Edge: Patterns visible in hours instead of after the claim lands

Capacity & Costing Desk

Concept

Answers a buyer's capacity and price question in the meeting: SAM-based feasibility against live line plans, duty and freight modelled, and a slot held on the spot.

SAM / efficiency modelLine-plan optimiserCosting engine with confidence band

Edge: Bookings won on speed while competitors are still costing

Buyer Status Broadcast

Pilot

Each buyer receives their weekly status pack on their cadence, in their template, exceptions first — generated automatically from live production data.

Report generationPer-buyer templatingException ranking

Edge: The reporting burden that consumes merchant weeks disappears