How does SJ analyse a client's value chain from online to offline?

SJ Digital Media Solutions analyses the online-to-offline value chain by following real transactions through the business, measuring what happens at every step between a customer's first digital touch and the final offline outcome, so decisions rest on observed flow rather than assumed process.

The analysis works through defined layers:

• Channel inventory: every digital doorway into the business, website, search presence, social platforms, WhatsApp, marketplaces and AI assistant visibility, with volumes for each

• Enquiry tracing: samples of actual enquiries followed end to end, timestamped through response, qualification, quotation and outcome

• Handoff measurement: conversion and drop-off at each transition, especially the online-to-offline handoff where digital enquiry meets human response

• Offline mapping: how sales, operations, fulfilment and after-sales actually process the work, including the manual steps, spreadsheets and rekeying between systems

• Time and capacity audit: where hours are spent, and which of those hours are repetitive, rule-based work

• Root cause synthesis: why the leaks and delays occur, in process design, system gaps or dependence on individuals

The output is a quantified O2O map: volumes in, conversion at each stage, hours consumed, and the ranked list of intervention points. In the SJ methodology this map is the working specification for what follows, the workflow setup that redesigns the flow, and the AI agents developed, trialled and deployed at exactly the points the analysis proved out. Analysis first, automation second is what makes the automation work.