WBG STEP-AI Fiduciary Intelligence, MSME Finance & AI Data Engineering Platform — World Bank Group
IBRD / IDA / IFC
LIVE PLATFORM
00:00:00 UTC
LK
🌍 World Bank Group — ITSFD Fiduciary & MSME Operations
req37694
💳 Certified MSME Finance Engine

AI-Powered
Procurement & MSME Intelligence
for Global Development

A comprehensive simulation of the World Bank's STEP platform integrated with MSME (Micro, Small & Medium Enterprises) lending analytics, Python ETL/ELT pipelines, RAG contract AI, and ML fiduciary risk detection — engineered for the WBG Pioneers AI Data Engineer Internship.

Python ETL Pipelines
RAG Vector Embeddings
MSME Credit Analytics
Open Contracting (OCDS)
0 Projects Tracked
$0B Portfolio Value
$0B MSME Finance Fund
0% ETL Accuracy
💳
MSME Finance
$48B Active
⚡
ETL Pipeline
Running
🤖
RAG Engine
Active

STEP & MSME Operations — World Bank Portfolio Tracker

Procurement lifecycle tracking & MSME financial inclusion monitoring across 184 member countries

📋
247
Active Projects
↑ 12 this month
💳
$48B
MSME Finance Fund
↑ IFC & IBRD
✅
18,422
Contracts Awarded
↑ 348 this week
⚡
4,810
Active Tenders
Open for Bidding
🚨
23
Risk Flags
↓ Needs Review
🌍
184
Member Countries
IBRD + IDA
Procurement & MSME Credit Pipeline Stages
Live
Active WB & IFC Financed Projects
STEP & MSME Migration HealthFY2026

Python ETL / ELT Data Engineering Pipeline

Interactive ingestion of procurement, MSME loan portfolios, schema validation & ML feature engineering

📥
Extract
APIs, MSME Data, CSVs
→
🔧
Transform
Clean, Dedupe, Credit Score
→
✅
Quality Check
Schema, Outliers, Nulls
→
📤
Load
Snowflake / Databricks
Pipeline Configuration
Cleaning Operations
ML Feature Engineering
Pipeline Execution Log

GenAI RAG — Contract & MSME Finance Intelligence Assistant

Retrieval-Augmented Generation with vector embeddings over World Bank procurement regulations, MSME finance guidelines, OCDS standards & ESF safeguards

Knowledge Base — Vector Database
Embedding Space Visualization
Ask the RAG AI Assistant
Quick Queries: MSME Finance OCDS Standard ESF Safeguards Direct Contracting STEP Platform Fiduciary Risk

ML Fiduciary & MSME Credit Risk Engine

Machine learning bid-rigging detection, supplier collusion scoring, MSME loan default evaluation, and price inflation flags

Overall Portfolio Risk Index
60% Risk Score
MODERATE RISK
Evaluate Procurement or MSME Credit Case
🛡️

Configure project or MSME case details
and run the ML risk evaluation engine

🚨 Active Fiduciary & MSME Risk Flags — Global Portfolio
Live

Global Fiduciary & MSME Analytics Dashboard

World Bank portfolio analytics, MSME funding distribution, STEP migration health, and regional breakdown

Procurement & MSME Spend by Region — FY2026IBRD/IDA/IFC
Contract & MSME Method Breakdown
STEP & MSME Migration Progress
ETL Pipeline Performance
Top 5 Borrower Countries

ITSFD Fiduciary & MSME Operations — Data Engineering Terminal

WBG secure data engineering console — ETL jobs, RAG queries, MSME credit scans, STEP audits, and migration checks

Quick Commands: help msme portfolio run etl query rag audit step check migration risk scan clear
ITSFD Fiduciary Console — WBG Data Engineering Console v3.2.1 | Secure Channel ● CONNECTED
itsfd@wbg:~$