AGENTKAKI ORDER / ENTRY WORKFLOW

Turn messy inbound orders into governed, ERP-ready work.

Capture orders from WhatsApp, email, PDFs, images or voice; interpret them; validate the business rules; then route the right action.

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THE OPERATING PRESSURE

Why this matters

Teams lose time rekeying orders, checking customer-specific prices and UOMs, resolving missing details, and coordinating approvals before anything reaches the ERP.

CONTROLLED WORKFLOW

What GZP makes visible

Each layer has a clear purpose, boundary and decision owner.

01

Capture

Bring multi-channel order requests into one controlled intake without forcing customers into a new behaviour.

02

Interpret

Extract customer, SKU, quantity, UOM, requested date and reference context from unstructured input.

03

Validate

Check customer identity, product mapping, price, UOM, stock, duplicates and mandatory fields.

04

Execute or escalate

Create an ERP-ready action only within approved rules; send exceptions to a person with the evidence attached.

CONTROLLED EXECUTION PATH ACTIVE MODEL
  1. 01Capture
  2. 02Interpret
  3. 03Validate
  4. 04Approve
  5. 05Execute
POLICY CHECKAuthority within boundary

Rules decide whether work can proceed, pause or enter review.

EXCEPTION PATHHuman authority retained

Material ambiguity and high-risk actions enter a controlled state.

OUTCOME RECORDEvidence linked to work

Decision context, action and outcome remain visible.

FIRST COMMERCIAL DECISION

The first pilot should prove fewer manual touches, faster order readiness and a lower exception burden on one bounded order channel.

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THE OPERATING PRINCIPLE

AI interprets. Rules decide. Humans retain authority.

Every material action needs a visible decision path: what the model understood, what policy allowed, who approved, what system changed and whether the intended outcome was achieved.