aribacortex

AI-powered SAP Ariba Procurement Intelligence and Sourcing Analytics Toolkit

aribacortex is an open-source, production-grade Python library designed to bring AI-driven intelligence, analytics, and automation to SAP Ariba and enterprise procurement workflows.

It transforms traditional procurement operations into intelligent, data-driven systems by enabling supplier scoring, spend optimization, sourcing insights, risk visibility, ESG-aware decision-making, and Procure-to-Pay analytics.

It is built for:

• SAP Ariba environments
• Procure-to-Pay (P2P) workflows
• Supply chain and sourcing teams
• Procurement analytics and governance
• AI-driven enterprise decision systems
• Cloud ERP, SAP S/4HANA, and procurement modernization programs

Features

• AI-style supplier scoring and evaluation
• Spend analytics and optimization insights
• Procurement risk detection and visibility
• ESG-aware supplier evaluation
• Predictive sourcing and decision support
• P2P workflow health analytics
• Integration-ready design for SAP Ariba-style workflows

Core Capabilities

• Supplier Intelligence: Score and rank suppliers using configurable analytics across cost, delivery, quality, risk, ESG, and compliance.
• Spend Optimization: Analyze procurement spend by supplier or category and identify savings opportunities.
• Procurement Risk Analytics: Detect supplier risk signals, sourcing vulnerabilities, compliance findings, and single-source exposure.
• ESG & Responsible Sourcing: Evaluate sustainability and compliance factors in procurement decisions.
• Predictive Sourcing Foundation: Enable data-driven supplier selection and sourcing strategy with extensible ML-ready scoring.
• P2P Workflow Insights: Measure touchless processing rate, exception rate, and average cycle time.
• ERP Integration Ready: Designed to support SAP Ariba, SAP S/4HANA, Cloud ERP, and enterprise workflow integration.
• Automation Friendly: Can be embedded into CI/CD pipelines, RPA workflows, procurement systems, and analytics jobs.

Installation

pip install aribacortex

Python Usage

from aribacortex import SupplierAnalyzer

analyzer = SupplierAnalyzer()

score = analyzer.score_supplier({
    "supplier_id": "SUP-1001",
    "name": "Global Components Inc.",
    "cost": 85,
    "delivery": 90,
    "quality": 88,
    "risk": 20,
    "esg": 75,
    "compliance": 92
})

print(score.overall_score)
print(score.recommendation)

CLI Usage

Create supplier.json:

{
  "supplier_id": "SUP-1001",
  "name": "Global Components Inc.",
  "cost": 85,
  "delivery": 90,
  "quality": 88,
  "risk": 20,
  "esg": 75,
  "compliance": 92
}

Run:

aribacortex score-supplier supplier.json
aribacortex score-supplier supplier.json --output json

Risk assessment:

aribacortex assess-risk risk.json

Spend summary:

aribacortex spend-summary spend.csv --by supplier
aribacortex spend-summary spend.csv --by category

Why aribacortex

Modern procurement requires more than static reports and manual decision-making. aribacortex helps organizations build intelligent procurement systems that are predictive, transparent, automation-ready, and aligned with compliance, governance, total cost optimization, and sustainability goals.

Development

python3 -m venv .venv
source .venv/bin/activate
pip install -e ".[dev]"
pytest

Build and Publish to PyPI

python -m build
twine check dist/*
twine upload dist/*

Use your PyPI API token when prompted.

License

MIT

Author: Jagadeesh Vasanthada