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Smart Inventory Reorder Assistant For Manufacturing: 6-Week

MAQ Software

Move from reactive purchasing to intelligent replenishment with an AI assistant built for manufacturing operations.

The Challenge

Knowing what to reorder, when, and from whom shouldn't require checking four different screens and still ending up guessing. But that's the reality in most plants: stock levels live in one system, how fast materials are actually being used lives in another, open orders live in a third, and a supplier's track record for showing up late lives nowhere at all. Nobody puts the four together, so the answer never quite exists.

The cost adds up fast: stockouts of critical materials cost manufacturers an estimated 4–8% of annual revenue through lost production, rush shipping, and missed delivery promises.

MAQ Software's 6-Week Smart Inventory Reorder Assistant PoC builds and proves out a working solution — bringing your stock, usage, order, and supplier data together in Microsoft Fabric, and deploying a plain-language assistant that your team can simply ask: "what's running low, and who should I order it from?"

Key questions

  • Can your team get a straight answer on what's about to run out today, or does someone have to go check three or four places first?
  • Is your inventory, usage, and order data connected anywhere, or still living in separate spreadsheets and systems?
  • Do you factor in which suppliers are reliable before placing an order, or only find out after a late delivery causes a problem?
  • Would you want to test this against your real data and your real team before rolling it out everywhere?
  • If this worked well for your most important materials, what would it look like to expand it further?

Our approach

  1. Weeks 1–2: Bringing the Data Together — Connect stock levels, usage rates, and open orders for a defined set of important materials into one place using Microsoft Fabric. Add in whatever supplier delivery history is already available.
  2. Weeks 3–4: Building the Assistant — Build a conversational assistant in Microsoft Copilot Studio, connected to the unified data, that can answer questions like "what will run out soon" and "which supplier should I use" in plain language. Set up automatic alerts through Power Automate for materials approaching a low-stock point.
  3. Weeks 5–6: Testing & Handover — Have your team actually use the assistant on real questions, fine-tune the answers based on their feedback, and check the results against what really happened with stock and deliveries. Hand over a working solution plus a plan for expanding it further.

Deliverables

  • Connected Data Foundation — Stock, usage, order, and supplier data brought together in Microsoft Fabric for your selected materials
  • Working Assistant — A conversational tool your team can ask directly about what's running low and which supplier to use
  • Alerting Setup — Automatic notifications when a material is approaching its reorder point
  • Test Results Summary — How the assistant performed against real questions and real outcomes
  • Next Steps Plan — A practical plan for expanding to more materials or locations once proven

Business impact

  • Stop manually checking multiple systems just to know what to reorder
  • Catch a potential stockout before it stops a production line, not after
  • Factor supplier reliability into the decision upfront, instead of finding out the hard way
  • Get a working, tested solution in 6 weeks instead of waiting on a long-term project
  • Build confidence to roll this out more broadly once it's proven on your priority materials

Who benefits

Users: Inventory & Procurement Staff, Supply Chain Planners, Plant/Production Managers

Decision makers: Operations Leaders, Plant Directors, IT Leaders, Finance (tied to working capital and stockout cost)

Prerequisites

  • Access to your relevant inventory, production, and ordering systems for the selected materials
  • Whatever supplier delivery history is already available (doesn't need to be complete)
  • A short list of which materials matter most to start with, even if informal
  • Team availability for a couple of feedback sessions during the engagement

Why MAQ Software

  • Built specifically for this problem — our approach is purpose-built for inventory and reorder decisions, not adapted from a generic data project
  • Practical, not theoretical — we focus on a working tool your team can actually use day one, not just a recommendation document
  • Built to grow — designed so it's straightforward to expand to more materials or locations once it proves out

Contact us: CustomerSuccess@MAQSoftware.com to schedule your Smart Inventory Reorder Assistant PoC and get a real, working answer in 6 weeks.

สรุปย่อ

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