Link the observed departure to its batch, readings and samples. Keep the first facts, containment and open investigation distinguishable.
All blueprints
Find what happened. Prove what follows.
Connect the event to the batch, sample and original evidence. Ask neil to investigate the history, test competing explanations and prepare the next controlled change.
10:57 / 45-minute limit
10:12Mixing ended11:04Transfer completed
7 minutes beyond the permitted hold
The hold ran seven minutes over.
Mixing ended at 10:12. Transfer completed at 11:04. The 45-minute limit ended at 10:57. The delay is recorded; cause and batch impact remain open.
Illustration of fictional DEV-018 source records. No cause, batch disposition or completed investigation is represented.
Preserve the event before explaining it.
DEV-018 concerns a 52-minute post-mix hold against a 45-minute limit. The deviation links batch B-041 and sample IPC-041. That establishes the departure from the procedure—not the reason for the delay or its effect on the batch.
Record containment separately: what was restricted, who acted, when, and what must be checked before the restriction changes. An immediate correction does not replace the original observation or close the investigation.
Inspect DEV-018 in the native interface
Test explanations against the evidence.
Start with the transfer handoff, the complete temperature history and applicable hold-time evidence. The three recorded temperatures are within 2–8 °C, but they do not establish continuous coverage. The 10:16 sample predates the overrun; it cannot describe the later condition by itself.
Retain competing explanations, supporting and contradicting observations, and what would distinguish them. If the evidence is inconclusive, record the uncertainty and next controls. A required root-cause field is not a reason to invent a conclusion.
Ask neil to do the investigation work.
neil can assemble permitted process, sample, equipment and quality records into a source-backed assessment. Ask for the missing evidence, the work to obtain it and the configuration needed to prevent the same gap on the next batch.
Reconstruct the batch chronology
“Reconstruct DEV-018 from the batch, handoff and sample records. Keep source times and identify gaps before proposing an explanation.”
neil can assemble attributable events and link each observation to its source. Ask it to create evidence requests for incomplete temperature history, transfer handoff and hold-time support, without replacing missing data with a narrative.
Compare competing explanations
“Compare plausible reasons for the extended hold with prior deviations. Show evidence for, evidence against and what would distinguish them.”
neil can compare permitted process, equipment and quality records, rank candidate explanations and prepare a linked investigation plan. A recurring pattern is a question to test, not an established mechanism or product-impact decision.
Configure the control and its verification
“Prepare a change to the hold-and-transfer workflow, with source-time capture, escalation and tests for missing or late events.”
neil can author proposed fields, workflow states and verification cases, then assemble the change and training-impact work for review. Ask it to define the source population and recurrence measure for effectiveness follow-up. Authorised people verify and publish the change.
Illustrative requests and proposed work, not a demonstrated neil execution. People assess the evidence, verify configuration and approve decisions.
Verify the action after the work is done.
Product disposition, investigation closure and action effectiveness are different decisions. Preserve the evidence and authority for each. A procedure revision or completed training task shows implementation; it does not establish that recurrence has changed.
Compare a defined event population and its operating exposure before and after a change. Keep the time window, exclusions and unresolved evidence with the review. When a criterion is not met, create the follow-up and retain the earlier conclusion.
Inspect a related effectiveness review
Capabilities
Follow a laboratory exception to its assigned method, source acquisition, specification and review. A result record alone is not a batch decision.
Turn investigation findings into proposed workflow changes and verification cases. Preserve the original limit and the earlier batch's decision separately.
Compare recurrence with a defined population, operating exposure and time window. Preserve the evidence behind follow-up and closure decisions.
The source behind the page's illustration. Investigation and product impact remain open.
Open full-size image in a new tabConnected records
Entity hierarchy
What it records
Kind
GxP Deviation
Observed and expected condition, source, context, risk, classification, owner, dates, and state.
entity
Manufacturing Process Deviation
Batch and operation event with process signals, materials, equipment, containment, and impact.
template
DEV-018
Illustrative 52-minute post-mix hold against a 45-minute limit. Cause and batch impact remain open.
record
Immediate Action
Containment or safe correction, scope, actor, time, reason, verification, expiry, and state.
entity
Deviation Classification
Type, impact, severity, recurrence, investigation level, due date, escalation, and approval.
entity
Deviation Chronology
Attributed process, system, material, equipment, sample, communication, and decision events.
entity
Deviation Impact Assessment
Trace rule, population, potentially and confirmed affected items, evidence, uncertainty, and decision.
entity
Batch & Inventory Impact Assessment
Process interval, equipment usage, batches, pools, samples, inventory, distribution, evidence, and decision.
template
B-041 / impact assessment
Illustrative open assessment. The 10:16 sample predates the overrun and does not establish the later batch condition.
record
Investigation Plan
Problem, scope, team, hypotheses, evidence, interviews, experiments, dates, and approval.
entity
Cross-Functional Investigation
Manufacturing, engineering, QC and quality hypotheses, evidence, experiments, milestones, and reviews.
template
DEV-018 / investigation plan
Proposed investigation into the transfer handoff, full temperature history and applicable hold-time evidence.
record
Investigation Hypothesis
Potential mechanism, predicted evidence, test, support, contradiction, result, confidence, and state.
entity
Investigation Evidence
Source, version, population, selection, observation, file, calculation, limitation, and review.
entity
Investigation Interview
Participant, role, timing, questions, responses, demonstrated evidence, review, and follow-up.
entity
Root Cause Conclusion
Direct, contributing and systemic causes, mechanism, alternatives, evidence, confidence, and approval.
entity
Evidence-Based Root Cause Analysis
Mechanism, direct and systemic causes, alternatives, support, contradictions, confidence, and approval.
template
DEV-018 / cause assessment
Illustrative pending assessment of candidate explanations, supporting evidence and unresolved gaps. No cause is established.
record
Deviation Recurrence Assessment
Similarity rules, prior events, shared factors, patterns, prior actions, conclusion, and escalation.
entity
Deviation Product or Data Decision
Affected population, requirements, evidence, risk, disposition, corrections, approvers, and state.
entity
Questions and answers
It manages deviation detection, contemporaneous capture, containment, classification, chronology, contextual evidence, affected-population assessment, investigation plans, hypotheses, root cause, recurrence, product and data decisions, CAPAs, extensions, effectiveness, trends, approval and closure.
Configured and verified automations can create or propose deviations from connected events, retaining the recorded values and source references. The source integration, trigger and exception handling must be defined for your workflow. Authorised users assess classification and operational meaning.
Keep the observed action separate from the explanation for it. Use the investigation plan to assess task design, procedure, interface, tools, workload and other relevant conditions. Record supporting and contradicting evidence; a ‘human error’ label alone does not explain the mechanism.
Approved trace rules follow material, process, equipment-use, room, sample, result, data and inventory relationships backward and forward. Potentially affected, assessed unaffected, confirmed affected and unknown states remain distinct.
Yes. The record retains tested hypotheses, available and missing evidence, uncertainty, residual risk, interim controls, product decision, additional monitoring and approval rather than forcing an unsupported root cause.
Similarity can use failure mode, process, equipment, material, method, shift, site, supplier, cause, context and time. Proposed matches remain reviewable, and patterns link to exact prior events and actions.
Each extension retains the original date, reason, progress, remaining work, current product or data state, risk, interim controls, new date, history, approvals and escalation. Repeated extensions remain visible.
Approved causes and residual risks create actions tied to the expected outcome. CAPA, engineering, document, training, supplier, validation or change records retain the source deviation and return implementation and effectiveness evidence.
Configured gates require approved impact, cause or inconclusive rationale, product and data decisions, corrections, linked actions, commitments, extension status, effectiveness plan, required communications, signatures and no unresolved mandatory branch.
Follow one representative event from its original evidence through investigation and the required decisions. Test missing sources, an inconclusive result, an extension and an attempted premature closure. Verify linked action and change workflows, including what happens when an effectiveness criterion is not met.
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