Files & organization · ONLINE TOOL

Smart Classifier Pro — document governance

Build a business taxonomy, combine local AI with priority rules, isolate ambiguous cases and export a controlled filing plan.

Local + external resources✦ Local AIWorkToolset Pro
USE CASES

When to use Smart Classifier Pro — document governance?

Build a business document taxonomy, combine local semantic classification with deterministic priority rules, then reserve human validation for ambiguous cases.

  • Pre-classify an incoming document flow using an organization’s real categories
  • Force or exclude a category based on filename, extension or business terms
  • Create a review queue for documents below the confidence threshold
  • Export a filing plan without moving or deleting originals
CONCRETE EXAMPLE

Procurement folder

Sample file
BEFORE
85 mixed PDF/DOCX/XLSX files containing invoices, quotes, purchase orders and supplier contracts
→
AFTER
Custom Finance taxonomy · FAC-/PO rules · 67 auto-classifiable · 18 to review · target folders + CSV/JSON/PDF
PRIVACY

The file stays local while the engine can download resources

User content is not uploaded to WorkToolset for processing. A library, WebAssembly engine or AI model may be downloaded on first use depending on the tool.

GOOD TO KNOW

Limitations to know

  • Semantic similarity and OCR can be wrong: WorkToolset keeps a review queue whenever confidence or margin is insufficient.
  • A Force rule intentionally takes precedence over AI and should be tested before processing a large corpus.
  • The filing plan is a recommendation: no file is automatically moved, renamed, archived or deleted.
  • Control exports do not include document-content excerpts.
HOW IT WORKS

A straightforward workflow.

  1. 1Prepare the required input and choose useful options.
  2. 2Review previews, warnings and limitations before export.
  3. 3Download a new copy or report: the original stays unchanged.
PRIVACY

Frequently asked questions

Are my files uploaded to WorkToolset?

No. This tool runs locally in your browser.

Is my original file modified?

No. WorkToolset creates a new copy or export.

Do I need an account?

This tool is part of WorkToolset advanced features.

or with email
WORKTOOLSET PRO

When work needs verification, explanation or evidence, Pro takes over.

AUDITAudit & verificationScores · priorities · recommendations
≈Reconciliation & local AIAmbiguity · exceptions · sources
SAFEPrivacy & QAPreflight · accessibility · sharing
PDFEvidence & reportsSHA-256 · manifest · CSV · JSON · PDF
Scale afterwards, when neededAI Workbench with local content analysis, universal production queue, specialized batch processing, recipes, workflows, Studio sessions and projects remain included in Pro.
100 presets · 50 projects · 20 templates · 500 favorites

Payments, taxes and invoices are managed by Paddle. Your documents are never part of payment data.

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