Textual Analytics in Fraud Investigations
Using unstructured records without losing context
Why text matters
Many investigative clues sit outside the general ledger: emails, interview notes, contracts, narratives, and complaint files. Textual analytics can organize recurring concepts, entities, timelines, and inconsistent explanations.
An analytical workflow
Define questions; lawfully collect and preserve documents; clean and deduplicate data; code themes; compare language across time and participants; and manually validate significant excerpts against original context.
Where MAXQDA fits
MAXQDA Analytics Pro is one potential environment for qualitative coding and mixed-method analysis of unstructured material. Software selection should reflect security, evidentiary, privacy, and client requirements.
Important limits
Keyword frequency, sentiment, and clustering do not establish deception. Context, translation quality, privilege, access rights, and human interpretation matter.
Engagement perspective
INTELL RISK & ADVISORY GROUP brings evidence-based analysis to fraud, forensic accounting, investigations, litigation support, internal audit, and complex accounting matters. For a confidential initial discussion, please use the contact section on our homepage. Do not send privileged or sensitive documents through unverified channels.