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Batch Trend Analysis

Batch-to-batch performance, yield and critical attribute trending.

Batch Trend Analysis tracks yield, cycle time and critical quality attributes across every batch of a product, surfacing drift and variation that would otherwise only be noticed once it triggers a deviation.

What Batch Trend Analysis delivers

Batch-to-batch trending of yield and critical attributes
Automatic flagging of statistically significant drift
Comparison against historical baselines and specification limits
Site and line-level trend segmentation
Rolling trend windows alongside full-period views
Export of trend charts directly into the review report
Linkage of trend anomalies to related deviations

A controlled path from start to closure

  1. 1Collect Batch Data
  2. 2Normalise
  3. 3Trend
  4. 4Detect Drift
  5. 5Investigate
  6. 6Report

Why teams move to Batch Trend Analysis

Detect process drift months before it causes a deviation

Give process owners visibility beyond individual batch release

Support proactive process improvement rather than reactive fixes

Reduce time spent manually charting batch data in spreadsheets

Feed objective trend evidence into the annual review conclusion

Built for regulated operations

21 CFR Part 11

Electronic records and electronic signature controls — unique user identity, secure e-signatures and computer-generated audit trails on every record.

EU GMP Annex 11

Computerised system controls including access management, change control, data integrity and periodic review of the system.

GAMP 5

Risk-based validation approach, with pre-executed IQ/OQ documentation supplied with every release.

ALCOA++

Records that are attributable, legible, contemporaneous, original and accurate — enforced at record level.

OPS IQ is designed to support these regulatory expectations. Compliance is achieved together with your own validated implementation, procedures and controls.

Connected to your enterprise systems

ERP / SAP

Master data, materials and batch context exchanged over open REST and event APIs.

MES

Shopfloor execution events and equipment context linked to quality records.

LIMS

Laboratory results and specification data connected to quality decisions.

Identity Providers

Enterprise SSO and role-based access through your existing identity provider.

Enterprise APIs

Open REST and event APIs for custom and legacy systems.

Works with the rest of OPS IQ

Want to see how Batch Trend Analysis works for your organization?