Zenney combines ingestion, business semantics, governed analysis and reusable outputs in one multi-tenant workspace.
Use managed providers where available, connect custom JSON APIs and business databases, or work directly with operational documents.
Stripe, Xero and Unleashed include provider-aware authentication, incremental sync, retries and source-specific analytics skills.
Map JSON endpoints into typed tables, schedule syncs and preserve source records for business-specific ERP and operational systems.
Use secure Zenney-managed storage or connect a dedicated customer database for data ingestion and analysis.
Read and create Excel, CSV, PDF, Word, Markdown, images and HTML within a versioned workspace file library.
A provider-neutral ingestion framework is prepared for additional managed CRM and business-system connectors after live validation.
We are developing governed POST, PUT and PATCH actions with explicit tools, permissions, dry-run review and audit controls.
Zenney separates understanding, evidence gathering, execution and verification so the final answer is not based on an attractive guess.
Provider-aware jobs ingest and update data without making chat wait for source APIs.
Zenney resolves entities, time periods, business definitions and supported capabilities.
Approved SQL skills, safe queries and file tools gather the evidence required for the question.
Coverage, freshness and source conflicts are checked before analytical claims are presented.
These workflows are being introduced in stages. Their release state is shown directly rather than presenting roadmap capabilities as already available.
Zenney is developing a prioritised review queue for saved answers, monitored metrics and operational exceptions. Signals will retain their source and freshness context rather than becoming disconnected alerts.
Zenney can explain a next step using verified evidence. Governed POST, PUT and PATCH actions are being added separately with permissions, dry-run review and an audit trail.
Supporting evidence and affected records remain visible before approval.
The mobile client is being prepared for company-code access, workspace-aware conversations and responsive analytical views. TestFlight validation is the next release gate before wider availability.
Workspace administrators can teach Zenney approved definitions and analysis patterns without placing raw schemas and every tool into every model call.
Zenney turns verified results into the format the next person or workflow needs.
Responsive Apache ECharts and tables can be explored in web and mobile views.
Save dynamic query results or static Markdown insights to role-focused dashboards.
Create scoped interactive HTML views in a sandboxed iframe when a standard chart is not enough.
Shared or copied context remains part of the conversation rather than being pasted into the composer.
User feedback can be connected to the conversation, assistant output and agent trace for investigation.
Generated files are reopened and checked before Zenney presents them as complete.
Users, connections, files, queries and configuration are resolved inside explicit workspace context.
Provider secrets are encrypted and only decrypted inside authorised backend workflows.
User-facing SQL is restricted to safe read operations and routed through tenant-aware execution.
Usage, sync state, feedback and agent tracing support operational review and incident investigation.
A walkthrough starts with your systems, definitions and decision, not a generic dashboard.
