AI / Product Architecture
AI Abstract Management Concept
Concept architecture for an AI-supported abstract review system combining triage, vector search, visible confidence, dashboards, and reviewer oversight.
Concept architectureConcept design for conference review operations
Updated 2 April 2026
Public summary with sensitive detail kept out.
Problem
Abstract review pipelines are usually held together by inboxes, spreadsheets, volunteer judgement, and rushed categorisation. The challenge is improving the workflow without flattening expert nuance.
Proposed direction
A prototype-ready blueprint for making abstract review more visible and consistent while keeping expert reviewers responsible for the decision.
What I did
- Designed a concept architecture for AI-assisted abstract triage and review support.
- Mapped how vector search, categorisation, and dashboarding could fit conference review logic.
- Outlined an operational model for reviewer oversight, confidence scoring, and workflow automation.
- Framed the system as decision support rather than a black-box replacement for humans.
What the concept establishes
- Turned a broad AI idea into an inspectable workflow.
- Defined where automation could assist and where expert judgement must remain.
- Created a credible basis for future prototyping and testing.
Tools and skills
AIRAGSupabasen8nAbstract ManagementData Workflows
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