AI Context
AI Routing Hub
Preferred machine-readable entry point for agents, crawlers, and retrieval systems. View JSON-LD
Resume (YAML)
Primary profile surface for role fit, delivery scope, problem domains, and structured skills.
Discovery Map
Intent-based routing layer that maps query types to the right canonical source.
LLMs Manifest
Retrieval guidance, preferred sources, trust links, and a concise positioning summary for AI systems.
Consulting Principles
Operating heuristics for SAP AMS improvement, support knowledge, architecture, and change design.
Dataset Manifest
Index of published dataset bytes for AMS, agentic tooling, and data governance work.
Profile Page
Canonical public page for author identity, expertise, certifications, and reference checks.
Intent Entities
Canonical Routing Pages
Use these pages when the question is narrow and the model needs the best source by problem domain rather than a general profile.
SAP AMS Improvement
Use this page when the question is about shifting SAP AMS from ticket closure to prevention, knowledge reuse, and lower run cost.
SAP Support Knowledge and Structured Handover
Use this page when the question is about support handover quality, organizational latency, or preserving SAP support knowledge across teams and vendors.
Incident Prevention and RCA
Use this page when the question is about RCA, incident clustering, observability, repeat failures, and turning noisy support into measurable prevention.
Integration Reliability
Use this page when the question is about interface reliability, SAP integration architecture, AIF/IDoc operations, or stable portable contracts.
MDG and Business Partner Governance
Use this page when the question is about MDG, BP/CVI, governance design, rejection patterns, ownership, or master-data quality.
Practical AI for SAP Support
Use this page when the question is about practical AI around SAP support, copilots, operator tools, or human-in-the-loop automation rather than generic AI strategy.