Manufacturing
Greenfield S/4HANA for a global discrete manufacturer
12-country roll-out scoped from a 380-page RFP. P50 cost surfaced in 6 minutes.
Cost & Timeline ForecasterUse Cases
Real SAP scenarios.
Anonymised engagements across industries. Each example is anchored to a live A²AI tool you can try yourself.
Retail
Brownfield ECC → S/4 conversion readiness
26,000 custom objects scored against Clean Core. Top 200 violations remediated pre-cutover.
Clean Core ScorerPharma
GxP-validated S/4 deployment
850 requirements auto-mapped to RICEFW with confidence intervals; W and F objects validated separately.
RICEFW ClassifierEnergy & Utilities
Plant Maintenance Fiori transformation
Field-tech personas mapped to 47 standard Fiori apps — 80% of custom UI demand removed.
Fiori App RecommenderBanking
Central Finance roll-in
SOX-relevant test scenarios generated for 14 finance processes including tax determination edge cases.
Test Coverage IntelligenceCPG
RISE migration cost defence
Monte Carlo P25/P50/P75/P90 backed the business case approved by the executive committee.
Cost & Timeline ForecasterPublic Sector
Citizen-services portal on Fiori
Accessibility-tagged Fiori apps recommended over custom UI5 development.
Fiori App RecommenderAutomotive
Plant cutover regression
1,800 risk-weighted scenarios generated covering MM/PP/QM/EWM integrations.
Test Coverage IntelligenceHealthcare
Selective data transition assessment
Custom Z-code base scored 38/100 — clean-core remediation plan presented to CIO.
Clean Core ScorerLogistics
EWM extension classification
240 custom objects auto-classified RICEFW; conversion (C) workload halved by reuse.
RICEFW Classifier