Tender Alignment Engine

Reading through daily government tender notices is slow, and bidders can spend money on proposals they were never eligible to win.

A scheduled pipeline collects listings from Zimbabwe’s public procurement portal and extracts mandatory requirements, financial limits and scope. A company capability profile in YAML is scored against each tender to produce an alignment rating and a list of the specific gaps.

• Deterministic rules decide eligibility; semantic matching only ranks, so compliance results are explainable.
• Each tender gets one of three verdicts: winnable now, winnable after closing named gaps, or out of reach.
• A source-agnostic schema leaves room for other regional procurement portals.

• Turns a manual daily scan into an automated report.
• Shows exactly which certifications or documents are missing for a given tender.

• Python
• FastAPI
• YAML
• Web scraping
• NLP