Vendor Autonomy Journey

Common issues

  • A vendor with lots of history is still at Watching. Imports do not advance a stage. Live human reviews do.
  • The vendor is at Acting with guardrails but this document came back to me. A per-document check held it. The message on the document names which one. The vendor's stage has not changed.
  • A vendor stopped being handled automatically. Check for a pause or disable on the vendor, a workspace-level shutdown, or recent reviews that went against Tally.
  • Two reviewers see different stages for the same vendor. Almost always two different vendor records with similar names. Inside one vendor record the stage is single-source-of-truth.
  • No indicator on a document. Expected for a vendor with no review history yet, and for documents outside the financial document workflow.

Live human reviews are the only thing that advances a stage

A live human review is a decision a person recorded on a document — approve, correct, or reject.

Imported history (CSV, an accounting export, a bulk backfill) gives Tally context: it can recognise the vendor and knows what amounts and categories have appeared before. It contributes nothing to a stage. A vendor with two hundred imported invoices and no live reviews sits at Watching.

Per-document checks run at every stage

Reaching a stage never means a given document is handled automatically. Each document is checked on its own, and any of these routes it back to you:

  • A critical field is missing — amount, total, vendor, or a date. Any one of these blocks the document on its own, regardless of the vendor's stage.
  • More than one non-critical field is missing.
  • The document is a suspected duplicate.
  • The document is flagged as an anomaly against this vendor's pattern.
  • Extraction confidence is low.
  • The amount is above the stage's ceiling ($2,000 at Acting with guardrails, $10,000 at Autonomous).
  • Recent reviews on this vendor have gone against Tally, which caps the vendor until the pattern recovers.

A held document is not a regression. The vendor keeps the stage its review history earned; this document needs a person.

Reading the indicator

  • One filled dot: Watching — manual review every time.
  • Two filled: Recommending — a suggestion to confirm or correct.
  • Three filled: Acting with guardrails — eligible for automatic approval within the conditions above.
  • Four filled: Autonomous — eligible at the higher ceiling; exceptions still return to you.
  • A red message: automatic approval is off for the whole workspace.
  • An amber message: the vendor is paused or disabled, or this document tripped a check. The message says which.

The stage is a property of the vendor, so it is the same on the bookkeeper drilldown and in the owner's portal.

Side states: paused, disabled, pack-disabled

Side states are not stages. The vendor keeps the stage it earned; the side state explains why Tally is not acting.

  • Paused. Someone paused autonomy for this vendor. Reviews still accumulate; automatic approval is suspended until it is unpaused.
  • Disabled. Automatic approval is switched off for this vendor entirely.
  • Pack-disabled. Automatic approval is switched off for the whole workspace. Every vendor is affected until it is re-enabled.

Tally states the reason in plain language on the document. A pack-level shutdown is shown in red because it affects every vendor at once; vendor pauses and per-document holds are amber.

The four stages and their conditions

Every vendor sits at exactly one stage. The stage is derived from the vendor's autonomy level.

StageWhat Tally doesConditions required to reach it
WatchingExtracts the document. Makes no recommendation. Every document is yours to decide.The starting stage for every vendor.
RecommendingProposes values for you to confirm or correct. You still decide every document.At least 3 live human reviews on this vendor, and a live-human approval rate of at least 80%.
Acting with guardrailsEligible to auto-approve a document that passes every per-document check, with the decision visible and overridable.At least 5 live human reviews (a separate minimum that applies to every automatic stage), and at least 10 live human reviews, and a live-human approval rate of at least 90%, and the document's amount at or below $2,000.
AutonomousEligible to auto-approve at a higher amount ceiling. Exceptions still come back to you.At least 25 live human reviews, and a live-human approval rate of at least 95%, and the document's amount at or below $10,000.

The approval rate is computed from live human reviews only. Tally's own automatic approvals are never counted toward the rate or the review count that promotes a vendor — otherwise Tally could promote herself.

Your workspace can also cap the maximum stage any vendor is allowed to reach. A cap holds a vendor below a stage its review history would otherwise satisfy.

What's next

What you'll learn

  • The four stages and the exact conditions each one requires.
  • What live human reviews are, and why imports do not count.
  • The per-document checks that can hold a document regardless of stage.
  • How side states (paused, disabled, pack-disabled) differ from stages.

Still stuck? Ask Tally about this.

Tally answers from the Help Center and Cortex. Account-specific questions need you to be signed in.

Tally answers from the Help Center and Cortex. Account-specific questions need you to be signed in.

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