Service

SAP AI and ML enablement without breaking deterministic ERP

Use probabilistic services at the edge while the transactional core stays predictable and auditable.

This service is for teams that want demand forecasts, risk scoring, retrieval workflows, or operator copilots around SAP, but do not want to push uncertain logic into the ERP core. I help design the sidecar pattern, data flows, controls, and implementation boundaries.

Use cases

  • Forecasting workload, demand, ETA, or backlog risk.
  • Summarizing incidents, tickets, or documentation with human approval loops.
  • Retrieval and recommendation flows for operators working across SAP and external systems.

What the engagement covers

  • Side-by-side architecture for models, prompts, vector retrieval, and feature views.
  • Governance for audit trail, retention, security, and explainability.
  • Decision rules for what stays deterministic in S/4HANA and what moves outside.

Related pages

AI and ML around SAP · Integration architecture consulting · FAQ