Data, AI & Capability

Clinical document & safety-narrative workflows

Process design and medical-consistency review for safety narratives and clinical reports, so that every statement can be traced to its source.

Best for
Medical-writing, clinical and safety teams
Typical format
Workflow advisory, consistency review or scoped pilot
Most relevant at
Pivotal to Registration
Safety narrative source mappingSource listings connected by lines to sentences in a clinical narrative. Schematic illustration; it contains no data.Dosing listingAdverse event logLaboratory dataResponse dataNarrativeEvery statement mapped to its source and checked by a reviewer

What this involves

  • Source-to-document mappingWhich data and approved materials support each part of a document, including version and completeness questions.
  • Clinical chronology and consistencyWhether events, exposure, interventions and outcomes tell the same story in the text and in the underlying listings.
  • Review and approval designWho checks what, in which order, and how corrections are recorded.
  • Narrative standardsWhat a patient narrative must contain, in what order and with what terminology.
  • Automation feasibilityWhere drafting assistance might help, tested on a bounded scope with qualified human review.

Why it matters in oncology

Safety narratives and clinical-report sections are written under time pressure from complex sources. The consequential errors are rarely typographical: a timeline that disagrees with the listing, a causality statement that contradicts the investigator’s assessment, a dose modification that goes unmentioned.

A process that builds in source mapping and medical review is more reliable than late proofreading, and it is the only sound basis for introducing any automation.

When to involve us

  • Preparing narrativesfor a clinical study report or a safety update.
  • Recurring source-to-text inconsistenciesor review comments.
  • Evaluating a document-automation pilotbefore wider adoption.
  • Building a repeatable processahead of a submission.

How we approach it

  1. Map the document set and its sources.
  2. Define the checks and who is responsible for each.
  3. Test on a sample, using real or synthetic narratives as agreed.
  4. Document the workflow, its exceptions and the training needed.

What you receive

  • A document workflow and source-mapping specification
  • A medical-consistency and review checklist
  • A traceability and exception-handling framework
  • A feasibility or quality-review report for the scoped workflow

Working together

  • StructureWorkflow advisory, a focused medical-consistency review, or a controlled automation feasibility pilot with medical-writing and programming contributors.
  • What we need from youThe document type, approved template, authorized source materials and current preparation and review procedures.
  • Roles and limitsFinal authorship, quality control and approval stay with your medical-writing and safety functions. We make no claim of error-free automated writing, and submission execution is scoped separately.

Questions

Can the work include clinical study report or IND-related material?

A defined clinical component or preparation workflow can be considered. The document set, specialist input and final approval responsibilities are agreed before work starts.

Does source data have to be shared?

Not always. Workflow design can often be done with templates and synthetic examples. Real data are shared only through an agreed process.

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