AI agents that turn changing business data into working interfaces
Workspace agents, specialist domain agents, and reusable Agent Skills work through one connected model. When data or logic changes, the interface updates instead of being rebuilt by hand.
Agents through structure · Inspectable by design · Changes become updates
Why This Works Better
Most AI agents can act. Few can stay aligned. That is why agents need structure, so changes stay inspectable, controlled, and updateable.
Inspectable by Design
See what changed, why it changed, and what it affects.
Agents Through Structure
Agents work through structure, not isolated prompts or outputs.
Change Without Rebuild
Change once, then interfaces update without manual rework.
How AI Works in Datavju
Not a black-box assistant. Not a generic agent builder. Workspace, scoped, and specialist agents all work through the same connected model, so every action stays inspectable, controlled, and aligned.
Workspace & Scoped Agents
Workspace-wide command context
Folder and object scope
Direct edits and discussion
Actions stay inside structure
Specialist Agents & Skills
Specialist agents by domain
Reusable Agent Skills
Linked tools and APIs
Inspectable, editable capabilities
Runtime & Automation
Sandboxed execution runtime
User-defined custom agents
Scheduled and triggered work
Results return through structure
How Data Becomes Interface
Turn connected data into pages, views, workflows, and published outputs, with agents working through the same model at every step.
Integrate, Store & Transform
Connect APIs, databases, spreadsheets, and files
Store tables, documents, and embeddings
Clean, normalize, join, and reshape data
Group, pivot, and enrich datasets
Automate syncs, imports, and workflows
Design & Build
Shape pages, views, and workflows
Bind interfaces directly to data
Manage state, actions, and permissions
Inspect the model path or refine it directly
Work without glue code
Publish & Update
Publish catalogs, portals, dashboards, sites, and APIs
Reuse the same structured path across outputs
Ship prerendered, SEO-friendly output
Update once across every output
Stay aligned as data changes
30+ Capabilities From Data to Interface
One connected platform spanning Integrate, Store, Transform, Design, Build, and Publish. Agents use these as capabilities. Humans use them as inspectable, editable tools.
Integrate
Connect files, feeds, APIs, and data sources into one governed starting point.
Bring a catalog, supplier directory, ops queue, or any change-heavy workflow your team still rebuilds by hand. We turn it into one connected system agents can work through and prove clean change on real data without manual rework.