The third leg of the
modern data stack.
DVT is an AI-native, open dashboarding platform where every dashboard is a versioned JSON spec — authored by humans and AI agents alike, updated live via API or MCP, and rendered faithfully down to the last pixel.
What makes DVT different
DAD Dashboards as Data
Every dashboard, page, and element is a versioned JSON document stored in DVT's database. Update via API, roll it back, or co-author it with Claude — live, no deploy required.
Fully customizable
No locked styles. Every visual property — down to the gap between an axis and its title — is an exposed, storable, spec-controlled parameter.
AI-native from day one
An MCP server lets Claude and other agents create, edit, and audit dashboards as first-class operations. Not a plugin — the architecture.
Open spec, hosted convenience
The dashboard spec format and client SDKs are Apache-2.0. Self-host freely. Let DVT Cloud run it for you when you'd rather not.
Spec-first tooling
A published JSON Schema means editors autocomplete it, linters validate it, and AI agents can generate and self-correct it programmatically. The spec is a first-class artifact.
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DVT is in founding research. Leave your email and we'll reach out when there's something to see — no newsletters, no noise.