The structure AI needsto build software that lasts.
Give AI your data and business rules, so it builds software that updates as they change, without rebuilds. It starts from how your business works, not from a blank prompt.
Built on structure · Inspectable by design · Updates without rebuilds
Why This Works Better
Most AI starts from prompts and produces outputs. Datavju gives AI structure to work through, so software stays inspectable and updatable.
Built on Structure
AI works from your data, rules, and inspectable relationships.
Inspectable by Design
See what changed, why it changed, and how the software was produced.
Updates Without Rebuilds
When data or rules change, updates happen through the same structure.
How AI Works in Datavju
Datavju gives AI places to work: command surfaces for direct action, assistants inside tools, and user agents for coordinated workflows across approved tools, agents, and workspaces. All three work through the same structure, so results stay inspectable and controlled.
Workspace Commands
Run AI from the workspace, folder, or object
Inspect data and schemas before action
Create, edit, transform, or join structured work
Results return to structure, not chat history
Tool Assistants
Get help inside the tool you are using
Use tool-specific context, docs, and actions
Inspect, explain, and propose changes
Keep work scoped to the current object
User Agents
Run workflows across workspaces and scopes
Delegate work to selected agents
Use approved tools, skills, and permissions
Return results as inspectable system state
How Data Becomes Interface
Start with messy sources. Datavju structures the data, binds it to business rules, and publishes interfaces that stay connected as the work changes.
Integrate, Store & Transform
Bring in files, spreadsheets, APIs, and databases
Store source data and durable working state
Clean, join, group, pivot, and enrich datasets
Turn messy inputs into usable structure
Keep imports and refreshes in the structure
Design & Build
Shape views, pages, and workflows from structure
Bind interface state, actions, and permissions to data
Let AI propose changes humans can inspect
Refine the structure behind the interface
Build without glue code or disconnected screens
Publish & Update
Publish operational interfaces and data-backed views
Reuse the same structure across views and interfaces
Change data, rules, or logic without starting over
Refresh, replace, or republish through the structure
Keep the interface aligned as the work changes
Capabilities From Data to Interface
Integrate, Store, Transform, Design, Build, and Publish form one structure that humans and AI work through,
from source data to working interfaces.
Integrate
Bring files, feeds, APIs, and databases into one governed starting point.
Bring one messy, change-heavy workflow your team still rebuilds by hand. We turn your data and business rules into one structured system AI can work through, then show it updating as they change.
