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How to analyze financial services complaints with source evidence?

Review complaints, call notes, policies, contracts, advice files, outcome letters, and remediation evidence with a consistent source trail.

Review complaint files

Connect complaints to the documents behind the outcome

Complaint handling depends on emails, call notes, policies, customer agreements, advice records, statements, and remediation decisions. TextMine can extract the facts and source documents needed to assess each case.

An illustration of data being extracted from documents

Standardize issue and outcome analysis

Playbooks can classify complaint themes, root causes, vulnerability indicators, product types, redress triggers, and regulatory deadlines.

an illustration of documents

Route complex cases

Workflows can assign escalations, missing evidence, legal review, remediation calculation, and quality assurance before final response deadlines.

an illustration of vault extracting data from contracts and answering questions about them

Build a reusable conduct-risk dataset

Records can retain the complaint facts, evidence, outcome, root cause, compensation status, and reviewer history.

Collect evidence
Bring complaints, policies, contracts, calls, and advice files together.
Classify issues
Identify themes, products, root causes, and deadlines.
Extract facts
Capture dates, events, commitments, and customer impact.
Route review
Assign complex cases and missing evidence to owners.
Track outcome
Record redress, final response, and QA status.
Report trends
Compare recurring themes and remediation drivers.
Defend decisions
Link every outcome to its source evidence.
Collect evidence
Bring complaints, policies, contracts, calls, and advice files together.
Classify issues
Identify themes, products, root causes, and deadlines.
Extract facts
Capture dates, events, commitments, and customer impact.
Route review
Assign complex cases and missing evidence to owners.
Track outcome
Record redress, final response, and QA status.
Report trends
Compare recurring themes and remediation drivers.
Defend decisions
Link every outcome to its source evidence.

Build a reusable conduct-risk dataset

Records can retain the complaint facts, evidence, outcome, root cause, compensation status, and reviewer history.

Collect evidence
Bring complaints, policies, contracts, calls, and advice files together.
Classify issues
Identify themes, products, root causes, and deadlines.
Extract facts
Capture dates, events, commitments, and customer impact.
Route review
Assign complex cases and missing evidence to owners.
Track outcome
Record redress, final response, and QA status.
Report trends
Compare recurring themes and remediation drivers.
Defend decisions
Link every outcome to its source evidence.
Collect evidence
Bring complaints, policies, contracts, calls, and advice files together.
Classify issues
Identify themes, products, root causes, and deadlines.
Extract facts
Capture dates, events, commitments, and customer impact.
Route review
Assign complex cases and missing evidence to owners.
Track outcome
Record redress, final response, and QA status.
Report trends
Compare recurring themes and remediation drivers.
Defend decisions
Link every outcome to its source evidence.

Product map

Match each document job to the right TextMine surface

These guides can mention several products because enterprise document work rarely stops at extraction. Use this map to see how review, evidence, orchestration, records, rules, and system handoff fit together.

WorkbenchReview documents, compare files, ask questions, and produce source-aware outputs.VaultExtract document facts and keep every answer tied to source evidence and review state.WorkflowsRoute exceptions, approvals, evidence requests, remediation tasks, and handoffs.RecordsTurn approved findings into governed records for search, reporting, export, and sync.PlaybooksCodify policies, review criteria, templates, and acceptable positions.IntegrationsSend verified document context into agents, APIs, CRMs, ERPs, and compliance tools.

Map TextMine to your document workflow

Tell us what you are trying to review, extract, route, or report on. We will show which TextMine products fit your process, from Workbench and Vault through Workflows, Records, Playbooks, and Integrations.

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