Changelog
A concise record of how the system evolved.
Jun 2025
Initial Infrastructure
Multi-component data processing backbone
- First production services deployed
- File-based ingestion pipeline for recurring CSV / Excel exports
- Asynchronous processing with task queues and workers
- Initial forecasting service introduced as isolated worker
- Early orchestration setup for batch data workflows
Outcome
A working system capable of ingesting, processing, and persisting operational data reliably.
Oct 2025
ETL & Orchestration Stabilization
Deterministic pipelines and repeatability
- Introduced orchestrated DAGs for ingestion and transformation
- Normalization logic for semi-structured operational files
- Idempotent pipeline runs and failure recovery
- Separation between raw source data and processed core data
- First version of pipeline versioning
Outcome
Recurring operational data could be processed consistently over time, not just once.
Nov 2025
Semantic Modeling Layer
From tables to business meaning
- Introduced semantic entities, metrics, and relationships
- AI-assisted generation of semantic models from data + context
- Query translation layer from business intent to SQL
- Centralized definition of metrics to eliminate duplication
- Non-breaking evolution of semantic models
Outcome
Datanto transitioned from a data pipeline to a semantic system.
Dec 2025
Multi-Tenant & Role-Based Architecture
Built for real teams and isolation
- Per-space data isolation with dual-schema architecture
- Role-based access control enforced at the data layer
- Scoped access by role and responsibility (Admin, Member, Guest)
- Invitation-based access with auditability
- Authentication and identity system integration
Outcome
Multiple teams could safely operate on the same platform without interference.
Jan–Feb 2026Current
Artifact Generation & Consumption
From models to usable systems
- Automatic generation of reports, views, and role-aware apps from the semantic model
- Natural language interface for querying and artifact creation
- PDF and Excel exports via dedicated services
- Forecasting integrated as a first-class consumer of the semantic layer
- Usage tracking for artifacts and pipelines
Outcome
Semantic models became an operational foundation, not just documentation.
Current Status
Guided pilot phase
- Active enterprise pilots
- Focus on reliability, correctness, and time-to-value
- Continuous iteration on ingestion robustness and model evolution
This timeline reflects system-level changes, not feature announcements.