Development Roadmap

DataNexus

Enterprise Ontology-based NL2SQL Autonomous Data Agent Platform
A risk-minimization strategy: validate value hypotheses at the lowest cost first (Phase 0.5), then parallel-implement only the proven ones with Agent Teams (Phase 1) — to seize ontology-based data accumulation advantage in Non-verifiable Domains.
0%
Total Progress
0/0
Tasks
0/0
Milestones
0/0
Artifacts
Before Phase 0-
Core
Standards
BI/Dashboard
Analysis/Tools
Expansion/R&D
FR Tracking

Defense-in-Depth Strategy

Core Principle: Data accumulation speed > Model generalization speed (PRD S9.4)
Phase 0.5 - 1.0
Bootstrap Core Loop
Domain expert term refinement → NL2SQL accuracy improvement → usage expansion virtuous cycle
Phase 1.5 - 2.0
Accelerate Accumulation
Auto query log collection + Shaper BI push-based touchpoint expansion + Glossary-Dashboard consistency
Phase 3.0
Secure Temporal Context
Graphiti episode-based realtime knowledge accumulation → temporal data assets inaccessible to general models
If Phase 1.0 MVP exceeds 2026 Q2, insufficient time for defense building (Hard Deadline)
DataNexus Development Roadmap · Junho Lee ·