Operational Memory and Lineage Analysis
MemoGraphOps is now the single product surface for incident response, field lineage, mapping review, and downstream change analysis. It helps SAP AMS and support-heavy teams reuse prior operational learning and understand impact before work moves forward.
Memory-grounded triage
New incident text is matched against prior incidents, reusable memories, related changes, and responder checks before the team starts rediscovering the same failure pattern again.
Lineage and change context
Konturo capabilities now live inside MemoGraphOps, so teams can trace field lineage, inspect mappings, compare working definitions, and review likely downstream impact in the same workspace used for live operational work.
Explainable graph retrieval
The system expands through graph links instead of returning a black-box answer. Responders can inspect why a memory matched, which artifacts were connected, and what trust factors lowered confidence.
How it works
A responder or reviewer opens a fresh incident, support issue, or change-analysis task in the workspace.
MemoGraphOps retrieves relevant incidents, operational memories, field lineage, mappings, notes, and deploy context.
The graph expands into related artifacts, model changes, downstream dependencies, and suggested next checks.
The responder records whether the memory was useful so the system improves through review and curation.
Incidents and change work in one graph
Built for SAP AMS and adjacent operational teams that repeatedly investigate the same failures while field lineage, mapping logic, model drift, and prior fixes stay split across tickets, chats, spreadsheets, and dashboards.
Responder
Needs one place to ask: have we seen this before, what changed, and what should I check next?
Reviewer
Needs field-level evidence, mapping context, and downstream dependency visibility before approving rollout or support decisions.
Curator
Maintains reusable memories, patches weak nodes, and fills graph coverage gaps across services and change-analysis surfaces.
Admin
Controls integrations, ownership, notifications, and pilot governance for real operational teams.
One product, clearer operational value
- Not two disconnected products. MemoGraphOps now combines operational memory with lineage-aware change analysis in one system.
- Not a generic AI chatbot. It is an operational workspace built around incident reuse, field lineage, and reviewable next steps.
- Not a vector-search wrapper. Retrieval stays inspectable through graph links, trust factors, and human review.
- Not a replacement for Jira, PagerDuty, Sentry, GitHub, or SAP tooling. It sits above them as a triage and memory surface.
Why the merger matters
The immediate goal is not more surfaces. It is one coherent product where responders and reviewers can move from incident context to lineage evidence, mapping impact, and reusable operational memory without switching tools or losing the trail.