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MODULE 57 SPECIFICATION/12 Audited Store Operations

AI That Doesn't Just Talk. It Resolves Orders Safely.

Set strict boundary policies. Let Fihi execute order cancellations, address updates, returns, and inventory checks with 100% deterministic guardrails.

Test in Safe Sandbox
MODULE 57 // DETERMINISTIC ACTION ENGINE/12 Audited Store Operations

AI That Doesn't Just Talk. It Resolves Orders Safely.

Set strict boundary policies. Let Fihi execute order cancellations, address updates, returns, and inventory checks with 100% deterministic guardrails.

POST

Cancel Unfulfilled Order

/admin/api/orders/{order_id}/cancel.json
Order Mutation

Safely cancels an order if unfulfilled and placed within the merchant-defined cancellation window.

Autonomous Policy Guardrail & Safety Constraint

Order.fulfillment_status == 'unfulfilled' && Order.age <= 60m && Customer.authenticated == true

Payload Schema & Signed Idempotency Key
{
  "reason": "customer",
  "email": true,
  "restock": true
}
Deterministic Execution · Zero Hallucination RiskLatency: 180ms

Why Conversational Chatbots Fail Ecommerce

Standard LLM chatbots hallucinate return windows, make unauthorized refund promises, and lack permissions to actually mutate store state. Merchants end up having to clean up after the bot.

Execution Architecture Pillars

The 12 Deterministic Store Actions

Shopify & Woo

Pre-built read/write actions for order cancellations, shipping updates, variant exchanges, refunds, courier labels, invoice resends, and COD confirmation.

REF: API Mutation Catalog

Guardrail & Policy Engine

Zero Hallucination

Specify exact financial and time limits: cancellations only within 60 minutes, refunds capped at $75, and courier tracking verified before claims.

REF: Merchant Boundary Engine

Multi-Factor Customer Verification

Cryptographic OTP

Prevents social engineering: customer requests over social DMs or chat require a 6-digit OTP dispatched to their registered phone or email.

REF: OTP Fraud Shield

Explainable Audit Logs

100% Audited

Every autonomous action records an immutable JSON trace detailing intent classification confidence, policy checks passed, and store API responses.

REF: Full Logic Transparency

Deterministic Execution Pipeline

How Fihi safely mutates storefront state without risking customer confusion or courier disputes.

01Threshold >= 90%

Zero-Shot Intent Classification

Incoming text is classified into an actionable schema with confidence grading.

02Boundary PASS

Deterministic Guardrail Verification

Order status, time window, and merchant financial thresholds are validated.

03HTTP 200 OK

Idempotent Store API Execution

API call is executed, inventory updated, customer notified, and action logged.

Ready to automate your high-volume store actions?

Configure custom guardrails and test all 12 endpoints in our staging sandbox.