How does Connect 981 help fight shadow IT?

Connect 981 helps fight shadow IT in manufacturing environments by giving operations and engineering teams a governed, standardized way to access and share production data, instead of relying on unapproved tools and local workarounds.

Key ways Connect 981 reduces shadow IT

In regulated and data‑sensitive manufacturing, shadow IT often appears as personal spreadsheets, unmanaged databases, and ad‑hoc scripts used to pull data from OT and IT systems. Connect 981 addresses this by:

• Centralizing data access so users do not need to create their own point‑to‑point integrations to MES, ERP, historians, quality systems, or equipment.
• Standardizing interfaces and data models, which reduces the need for custom, unsupported tools to join or transform production data.
• Providing controlled self‑service, enabling operations, quality, and engineering teams to explore and use data within a governed environment instead of spinning up unmanaged apps or databases.
• Improving visibility into what systems and datasets are used for reporting and analysis, which makes it easier for IT and OT to detect and replace shadow tools.
• Supporting governance and lifecycle management, so integrations, data flows, and calculations are versioned and change‑controlled rather than embedded in private spreadsheets or scripts.

Why this matters in regulated manufacturing

In regulated or audited environments, shadow IT can lead to data integrity issues, inconsistent KPIs, and difficulty producing reliable evidence from production systems. By offering a standard platform for integrating and using manufacturing data, Connect 981 helps organizations:

• Reduce uncontrolled data copies and private databases.
• Align reports and analytics with official system of record data.
• Strengthen audit readiness by keeping data access and transformations more transparent.

Connect 981 does not eliminate the need for IT governance, security reviews, or formal change control. Instead, it provides a shared data and integration layer that makes compliant, well‑managed solutions easier than resorting to shadow IT.