⚡ Enterprise Hub
Complex Systems
Simplified
MetalHatsCats builds workflow systems, structured knowledge assets, and AI-ready products for complex work.
This is the enterprise entry point: agentic systems, SAP AMS delivery, product workflows, and engineering programs for teams that need usable systems, not abstract transformation talk.
Knowledge Base
Who This Is For
SAP-heavy teams, operations leaders, delivery engineers, and product owners who need clearer workflows, safer changes, and reusable operational knowledge.
What You Get
Working systems surfaces: product concepts, operating models, implementation notes, datasets, and decision support pages that can be used by humans and crawlers.
How To Use This Hub
Start with the problem area below, then branch into AMS, agentic systems, Konturo, MemoGraphOps, services, or supporting proof pages.
Agentic
Agentic Bytes
Patterns, blueprints, and short essays on agentic delivery, automation, and AI systems work.
SAP AMS
AMS Operational Knowledge Base
Delivery notes, operating patterns, and practical SAP AMS content built around support and change work.
Product
Konturo
Change analysis, metadata discovery, and rollout support workflows for enterprise systems.
Product
MemoGraphOps
Operational memory workbench for incident response, reusable checks, and explainable graph retrieval in SAP AMS-heavy teams.
Program
Enterprise Systems Engineer Program
Structured learning path for enterprise systems engineering, backend, data, and delivery foundations.
Typical Problems
- Change analysis is slow, manual, and hard to trust before rollout.
- Incident response repeats the same investigations because memory stays trapped in tickets, chats, and tribal notes.
- Agentic workflows look promising but still lack guardrails, observability, and review loops.
- Knowledge exists, but it is not structured well enough to be reused by operators, search engines, or AI systems.
Proof Paths