New guideAI agents for supply-chain operations, in production under human supervision.
InfoSun
Enterprise Data Management

Material Master Data

Material Master Data is a service within InfoSun's Enterprise Data Management capability, covering creation, validation, and governance of material and item master data. We run it as capability you own: domain experts govern the work, AI agents execute the high-volume steps under supervision, and it operates on the WMS, TMS, and ERP you already run. You are measured on outcomes, not headcount.

Human-orchestrated AI Runs on your existing systems Outcomes, not headcount
Enterprise Data Management Live
Material Master Data
Supplier Master DataCustomer Master DataMaterial Master DataBOM GovernanceData Quality ManagementData Governance
People govern · AI assists and executes · capability you retain
Overview

Material Master Data sits inside Enterprise Data Management, one of the capability areas InfoSun runs for supply chain, logistics, and enterprise teams. The approach is the same across every service: move a high-cost, high-volume workflow onto a human-governed, AI-native operating model, prove the numbers against your baseline, and leave the capability with you.

What Material Master Data covers with InfoSun

Set up and run Material Master Data on your existing systems, no rip-and-replace: creation, validation, and governance of material and item master data.
AI agents handle the repeatable volume while your experts own exceptions, judgment, and sign-off.
A measured baseline for cost, accuracy, and speed, reported on your own dashboards, not ours.
A path from a single workflow to full ownership, transferred to your team at your pace.
Outcomes, not headcount

What the work delivers

Higher data accuracy

Cleansing, matching, and stewardship keep master data accurate across systems.

Cleaner reporting

One trusted golden record makes analytics and reporting dependable.

Fewer operational errors

Accurate supplier, customer, and material data reduces ordering and fulfillment errors.

Strong data governance

Clear policies, ownership, and quality rules keep data trustworthy over time.

Typical ranges across supply chain, logistics, and enterprise engagements, baselined against your current numbers at the start.

How it works

One operating model, from first workflow to full scale

1
Agree the scope

Choose the processes together, and analyze them first

2
Establish

Stand up the team, governance, and KPIs

3
Find the AI fit

Where supervised AI suits the work, and where it does not

4
Augment

Agents draft and perform; your people approve

5
Improve together

Tune against live KPIs with your team

Runs on Manhattan, SAP EWM, and Blue Yonder, plus your TMS and ERP. No rip-and-replace.

No rip-and-replace

Runs on the WMS, TMS, and ERP you already own.

Human in the loop

AI agents propose, your experts approve. Never a black box.

Start with an assessment

Get the baseline and business case before you commit.

Outcomes, not headcount

Measured on cost, accuracy, and decision speed.

Frequently asked questions

What is Material Master Data?+

Material Master Data is one of InfoSun's Enterprise Data Management services, covering creation, validation, and governance of material and item master data. InfoSun delivers it as capability you own, with domain experts governing and AI agents executing under human supervision, on the systems you already run.

How does InfoSun deliver Material Master Data?+

Through one operating model, run with you rather than for you. It sits on the WMS, TMS, and ERP you already use. Supervised agents analyze, draft, recommend, and perform approved repetitive work; your people approve material decisions and own exceptions; and results are measured against a baseline agreed at the start.

How is Material Master Data measured?+

On outcomes, not headcount: cost-to-serve, accuracy, cycle time, and service levels, reported on your own dashboards. A baseline is set in Discover so every improvement is measurable as AI and process changes compound.

What is master data management and why does it matter?+

Master data management (MDM) is the discipline of creating and maintaining one accurate, consistent version of core business data, such as suppliers, customers, and materials, across every system. It matters because bad master data drives ordering errors, reporting gaps, and poor decisions. Clean, governed master data is the foundation for reliable analytics and automation.

Part of InfoSun's Enterprise Data Management capability. Written and reviewed by the InfoSun operations team. Last updated July 15, 2026.

Why rent capacity when you can own your capability?

In a 30-minute assessment we map one high-cost workflow against your baseline and show the path to it.

30 minutes. Scoped to your operation. No obligation.

Request an Assessment