CogniCrew Solution

Data Processing: a fully AI-powered back-office specialist for documents and data.

Convert unstructured inputs (emails, PDFs, forms) into clean, structured records—fast—while keeping validation and exception routing consistent.

Data Processing: a fully AI-powered back-office specialist for documents and data.

What your Data Processing does

Specialized capabilities designed for your workflow.

Intake & classification

  • Ingest documents from inboxes, folders, uploads
  • Classify by type (invoice, application, contract, claim, etc.)
  • Route to the correct workflow owner

Extraction & structuring

  • Extract key fields into spreadsheets/CRM/ERP
  • Normalize formats and naming conventions
  • Create ready-to-review packets with summaries

Validation & exceptions

  • Detect missing fields, mismatches, duplicates
  • Apply business rules and highlight anomalies
  • Create exception queues with next steps

Example workflows

01

"Processed 130 documents: 112 complete, 18 exceptions with reasons."

02

"Extracted contract terms into a tracker and flagged unusual items."

03

"Cleaned and deduped a 4,800-row spreadsheet."

Tools supported

Drive/SharePoint, Gmail/Outlook, Excel/Sheets, HubSpot/Salesforce (and similar systems), ticketing tools

Who it's for

Ops teams, finance ops, insurance/claims intake, real estate processing, onboarding-heavy orgs.

Autonomy & controls

1. Draft Mode

Default state. AI drafts everything for your review. Nothing is sent without approval.

2. Approve-to-Send

AI prepares actions and executes them immediately after your one-click approval.

3. Controlled Execution

Executes within strict rules and thresholds. Escalates on ambiguity.

Frequently asked questions

Stop manual data entry.

Need something else?

We build custom AI agents for specialized workflows not listed here.