PoCLive proof of concept — answers are calculated from History.csv, not invented.built by Bhalekar Consulting for SimpliHome

SettingsPoC

Default model

Used by any agent that has not been given a model of its own. Each agent can override this from its own screen.

API connections

11 of 12 connected

Source systems the data platform pulls from on a schedule. Pipelines are incremental and orchestrated by Apache Airflow.

AmazonMarketplace

Orders, inventory, finance, pricing, brand analytics, fulfillment, listings

via Vendor Central / SP-API

Connected

Amazon AdsAdvertising

Ad profiles, campaigns, ad groups, keywords, search term reports

via Selling Partner API

Connected

ShopifyE-commerce

Orders, products, customers

via REST API

Connected

WayfairMarketplace

Orders, dropship, Castlegate, cancellations, transactions, PO errors

via Vendor API

Connected

KlaviyoMarketing

Campaigns, metrics, profiles, events

via Email / SMS API

Connected

ZendeskSupport

Tickets, users, organisations, satisfaction scores

via Support API

Connected

BazaarvoiceReviews

Reviews, questions, answers, statistics

via Reviews API

Connected

SalsifyProduct data

Products, properties, digital assets

via PIM API

Connected

Legacy SQL ServerHistorical data

Core sales history, Trellis, WAI Amazon sales history

via Direct database

Connected

My SammFinancial

Accounting, pricing

via MySamm API

Connected

Sage 300ERP / pricing

Vendors, customers, items, orders, POs, price and stock history

via Direct database + API

Awaiting data

SOLSupply chain

Supply chain planning and stock movements

via Web application

ConnectedOpen

Agent rules

Applied to every agent, without exception.

Read-only access

Agents may read connected sources but never write back to them.

Locked

Require approval for actions

A named person signs off before any suggested action runs.

Log every run

Inputs, outputs and the approver are recorded for each agent run.

Escalate low-confidence answers

When an agent is unsure, it hands the question to a person instead of answering.

Alerts

Where agents send what they find.