Project

Automated Procurement Intelligence (No-API Suppliers)

An AI-augmented collection and extraction pipeline that keeps product and expiry data current across supplier sites without APIs — producing standardized outputs and alerts that fit existing inventory workflows.

Healthcare inventory & expiry tracking dashboard
No-API supplier monitoring to normalized outputs — always-current data.

Implementation-focused summary

Always-current procurement data, without APIs

Designed to replace repetitive manual audits with reliable scheduled checks and normalized outputs, reducing missed expiry and reducing operational burden.

Problem

Procurement and quality teams needed current product and expiry data from dozens of supplier sites without APIs. Manual copy/paste workflows were slow, inconsistent, and created risk windows where expiry changes could be missed.

Solution

An automated data collection platform that navigates supplier sites, extracts product fields and expiry information via robust parsing (including OCR where needed), normalizes into a consistent schema, and outputs analysis-ready files plus alerts.

How it works

1

Automation

Browser automation for dynamic portals and resilient navigation strategies.

2

Extraction

HTML parsing + OCR/text routines for consistent capture across layouts.

3

Outputs

Normalized CSV/XLSX + expiry alerts designed to drop into existing tools.

Architecture & Stack

  • Browser automation layer for complex navigation and dynamic content.
  • Extraction logic combining parsing + OCR + field normalization.
  • Concurrency controls to scale across suppliers while respecting rate limits.
  • Scheduled runs and alert generation for items nearing expiry or changed records.

Impact

  • Replaced manual monthly audits with frequent scheduled checks.
  • Reduced time spent on repetitive browser work.
  • Earlier visibility into at-risk inventory and expiry changes.

Your role

Defined scraping strategies, implemented the pipeline, and aligned output schema with stakeholder workflows for clean operational adoption.