Roadmap 2026

R&D Roadmap

BODIK R&D takes the approach of not completing its vision for public data integration infrastructure all at once, but of maturing it through staged research and development and pilot operations. Rather than simply listing a vision, the fundamental idea is to advance by connecting elements as they mature.

FY2026 is the first full year for establishing the foundations of BODIK R&D as infrastructure. Rather than testing individual functions, the significance lies in beginning to operate the infrastructure philosophy itself as an actual group of projects. Each phase is not a one-time linear process; it advances in iterative cycles depending on the maturity of each component.
PHASE 1
Launching Infrastructure Components
From April 2026
● In Progress

Activating each research theme as a concrete development unit

The first half of FY2026 is the stage of moving each project constituting BODIK R&D from research concepts to concrete development targets. Development begins on major components — cms_to_ckan, ODMM-ai, the Extended Metadata Server, VAPI, RAPI, and the integrated data platform — while clarifying roles, interfaces, data flows, and pilot targets for each.

Specifying the technical requirements of each project
Clarifying role assignments needed to begin development
Designing data flows and integration points
Selecting pilot operation targets
PHASE 2
Validation through Pilot Operations
From June 2026
○ Planned

Testing individual components and determining the conditions for viability

In the middle of the fiscal year, the most advanced of the components that have entered development are moved to pilot operations. Determining not only technical viability but whether each can withstand actual operational use becomes critical. The focus is on validating whether metadata enrichment genuinely improves discoverability, and whether virtual model definitions function without excess or deficiency when applied to real-world data.

Pilot operation of leading areas such as ckanmeta
Validating the soundness of virtual model and discovery logic
Identifying issues through real data testing
Distinguishing operational conditions from technical conditions
PHASE 3
Strengthening Connectivity
From September 2026
○ Planned

Beginning to connect individual projects as an integrated infrastructure

In the second half, the stage shifts to interconnecting the individually validated components and deepening the coherence of the infrastructure as a whole. The key is whether discovered data can be appropriately collected, formatted, passed to metadata enrichment, connected to the virtual model or API layer, and ultimately made available on the platform. The emergence of this end-to-end flow is the first step toward infrastructure maturity.

Launching cms_to_ckan operations
Piloting the data platform
Verifying inter-project connectivity
Designing user journey from the user's perspective
PHASE 4
Preparation for Full-scale Operation
From December 2026
○ Planned

From individual technologies to operationally deployable infrastructure

Toward the latter part of the fiscal year and into year-end, full-scale operation of configurations including VAPI and RAPI comes into view. Beyond technical completeness, governance also needs to be established: operational rules, assignment of responsibilities, authentication management, update flows, and the form in which services are delivered to users. Full-scale operation means not simply a state in which systems are running, but a state in which they continue to be used, improved, and extended. This phase is simultaneously the endpoint of FY2026 and the starting point for development in subsequent fiscal years.

Full-scale operation preparation for VAPI and RAPI
Establishing governance for sustained operation
Organizing authentication, delivery, and update flows
Stabilizing infrastructure for next fiscal year expansion
Next Steps
FY2026 Is the Initial Formation of Extensible Infrastructure, Not Its Completion

The goal is to clarify which components prove viable, which integrations are effective, and where additional research is needed — and to connect these findings to advancement in subsequent fiscal years. This roadmap is not a completion schedule but a research and development plan for incrementally building infrastructure that is ready to connect.

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