ambacti
Explore workflows

DATA QUALITY · Workflow idea

Help the right person review authorized OCR text, document metadata, proposed categories, confidence checks, and filing records before anything consequential happens.

For an authorized purpose, classify supplied document information and record a status for an authorized reviewer. Document text can expose personal or confidential information, and a logical “filed” label does not mean the source was archived or legally retained. Minimize and redact inputs, verify extracted parties and amounts against the original, keep uncertain documents in review, define retention with the records owner, and require human approval before consequential classification or sharing. Use only necessary information, explain retention, respect consent and source rights, verify material details, and keep external or consequential actions under accountable human approval.

Make it yours See how it works ↓
A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
A permitted request about authorized OCR text, document metadata, proposed categories, confidence checks, and filing records is ready for review
Produces
A private authorized OCR text, document metadata, proposed categories, confidence checks, and filing records review draft with source checks, uncertainty notes, and human approval status.
Category
Reviews & approvals

01 / The starting point

A clear request.
A useful direction.

A defined purpose, authorized source material, and an accountable reviewer

“Prepare authorized OCR text, document metadata, proposed categories, confidence checks, and filing records from permitted information for a person to review before any external or consequential action.”
An example request · Make it specific to your team.

02 / The work

4 tasks.
One useful outcome.

Classify supplied document information and record a status for an authorized reviewer.

  1. Confirm authority, purpose, and field scope

    Use only records the requester may access and include fields needed for the stated purpose.

  2. Validate matches and calculations

    Check identifiers, mappings, units, dates, duplicates, and totals against original records.

  3. Flag gaps and conflicts

    Do not turn missing, stale, estimated, or inconsistent values into verified facts.

  4. Approve changes and distribution

    Have the data owner review each live update, export, conclusion, and external share.

03 / The result

Something useful.
Something to build on.

A private authorized OCR text, document metadata, proposed categories, confidence checks, and filing records review draft with source checks, uncertainty notes, and human approval status.

AmbactiWorkflow folio · 4 steps

Review inbound document classifications

Reviews & approvals · Example outcome

The handoff

A private authorized OCR text, document metadata, proposed categories, confidence checks, and filing records review draft with source checks, uncertainty notes, and human approval status.

Keep in mind

Document text can expose personal or confidential information, and a logical “filed” label does not mean the source was archived or legally retained. Minimize and redact inputs, verify extracted parties and amounts against the original, keep uncertain documents in review, define retention with the records owner, and require human approval before consequential classification or sharing.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Define permitted inputs and retention

Document purpose, fields, source, destination, access, and deletion timing.

Test matching and calculation rules

Check representative records, duplicates, edge cases, time periods, and exceptions.

Keep sensitive details out of broad reports

Restrict exports and include only information each approved recipient needs.

Require owner approval for live changes

Keep production updates, merges, and consequential conclusions behind human review.

Keep exploring

Review supplier shortlist proposals

An Ambacti workflow for documented sourcing requirements, supplier evidence, and tentative shortlist comparisons, with privacy, accuracy, rights, and human approval in view.

Review business directory listing updates

An Ambacti workflow for dated public business details and proposed directory corrections, with privacy, accuracy, rights, and human approval in view.

Prepare authorized product information

A practical guide to authorized product information, catalog mappings, and proposed merchandising changes, with privacy, accuracy, rights, and human-review safeguards.

Put your next idea to work.

Start with your brief. Make the process your own.

Explore more workflows ↗