Bridging the Gap Between Legacy Systems and AI Innovation

Repeated data entry, spreadsheet cleanup, CSV preparation, and document checks consume time and create avoidable errors.

Review one manual workflow, sample files, and the points where automation can safely begin.

Workflow summary, automation priorities, a first PoC scope, and development risks.

Sample files, before-and-after examples, processing volume, and the errors that happen most often.

A live website, admin tool, API, or internal back office is slow, fragile, or hard to extend after the original developer moved on.

Confirm system access, select the top 1-3 fixes, and separate work that can be done without interrupting operations.

System status summary, prioritized fixes, impact notes, and a short-term maintenance or improvement plan.

Tech stack or hosting details, source/server access status, urgent issues, and recent change history.

Staff still read PDFs, scanned images, invoices, orders, or forms by hand before entering the needed data.

Choose one document type, review 5-20 samples, define extraction fields, and design a human-reviewed PoC flow.

Extractable field list, accuracy risks, review/output approach, and PoC development scope.

Sample documents, target fields, current input process, acceptable error range, and review owner.

Orders, inventory, invoices, and shipping data move separately across Shopify, Cafe24, ERP/WMS, and carrier tools.

Map the flow from order creation to fulfillment, identify duplicate entry, and pick one realistic API, CSV, or admin workflow improvement.

Order/inventory/shipping data flow, integration priorities, platform feasibility notes, and first improvement scope.

Commerce platform, ERP/WMS/carrier tools, daily order volume, and the task that takes the most time.

Older ASP.NET, PHP, Classic ASP, Web Forms, or jQuery systems still run the business but feel risky to change.

Review technology and deployment structure, handle one urgent fix or error, and decide whether partial improvement is enough.

Legacy structure summary, short-term fix list, modernization options, and backup/deployment cautions.

Source/server access, database in use, recent incidents or requests, and allowed maintenance window.

Website inquiries, appointment requests, email follow-ups, and customer notes are scattered across inboxes, calls, forms, and spreadsheets.

Map one inquiry or booking flow from first contact to follow-up, then identify where reminders, routing, or simple CRM-style tracking can help.

Intake flow summary, automation opportunities, notification or tracking approach, and a first implementation scope.

Current contact channels, booking tools, follow-up steps, response-time goals, and the fields each lead or customer request must capture.