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Industry · Manufacturing

Manufacturing data licensing for AI.

Quick answer

Manufacturers hold work instructions, quality inspection records, maintenance logs and supplier communications. AI developers building quality-control, maintenance and procurement tools value this data. Trade secrets, customer NDAs and export controls must be considered.

Business context#

Factory knowledge often lives in technicians' notes and inspection records — rich, specialized data that general models never see.

  1. 01Your work records
  2. 02Personal details removed
  3. 03You approve the release
  4. 04Licensed to AI developers
How it works with SourceX: Your work records → Personal details removed → You approve the release → Licensed to AI developers.Illustrative

Valuable manufacturing datasets#

Valuable manufacturing datasets
DatasetWhat it contains
Work instructionsStep-by-step assembly procedures
Inspection recordsDefects, measurements and dispositions
Maintenance logsFailures, diagnoses and repairs
Supplier communicationsQuotes, issues and corrective actions
Sensor dataMachine telemetry linked to events

How AI developers use it#

  • Quality-control models
  • Maintenance copilots
  • Procurement agents
  • Predictive maintenance

Privacy, legal and security considerations#

  • Trade secrets and process IP
  • Customer NDAs
  • Export controls
  • Equipment-vendor data terms

How SourceX approaches it#

We start with a description of your systems — no data leaves your company during assessment. If there's relevant demand, we propose scope, permitted use and preparation requirements for your approval, and nothing is delivered without an executed agreement and your explicit authorization.

Related data categories

Systems that hold this data#

  • Confluence
  • Notion
  • SharePoint
  • LMS platforms
  • ERP systems
  • ServiceNow
  • Field-service software
  • Industry software
  • QMS software
  • Contact-center QA tools
  • Spreadsheets
  • SAP
  • NetSuite
  • Oracle
  • Procurement platforms

How much data is enough#

As a general guide, buyers look for years of consistent history (typically 2+ years) and tens of thousands of records or more in one system. Smaller sets can qualify when the work is rare. Assessed deal by deal.

Sample record

Illustrative · fictional

record_id
rec_8f21c0
created / closed
2023-04-11 → 2023-04-12
category
Billing question
request
Customer [NAME] asks why invoice [ID] was charged twice.
steps
1. Checked payment log 2. Found duplicate 3. Issued refund
outcome
Resolved · refund issued
actors
customer, agent_tier1

Rules that may apply

  • Federal Wiretap Act 18 U.S.C. 2511

    Applies to recorded calls and intercepted communications; some states require all-party consent. Assessed deal by deal.

  • California Consumer Privacy Act Cal. Civ. Code 1798.100 et seq.

    May apply where records include personal information of California residents and the business meets the law's thresholds. Assessed deal by deal.

Reviewer note: applicability is confirmed with counsel for each deal. Not legal advice.

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Frequently asked questions

Is sensor data valuable alone?

It is most useful when linked to labeled events such as failures or quality outcomes.

Related resources

See if your company qualifies

A short company assessment. No data uploads are needed.

See if your company qualifies Talk to SourceX
See if your company qualifies