Product Roadmap

Product roadmap

#	Epic	Features	Description
1	Unified Data Model (UDM)	Ingestion pipeline	Collect data from the source APIs and imports into the platform.
		Data warehouse	Store the unified, historical data that every later stage reads from.
2	Insights and Analysis (B2B)	Data transformation	Clean, resolve and shape the ingested data into analysis-ready models.
		Data load	Load the transformed data into the serving layer used by the application.
		UI and Dashboard	Surface insights to client organizations through the dashboard.
3	Live suggestions based on data training	ML	Train models on the collected data to produce live suggestions.

Technical implementation plan

Before the meeting

Item	Description	Where it lives
Pipelines architecture	Architecture of the data pipelines.	Overall Architecture and Class Diagrams
Architecture flow (end to end)	End-to-end flow from data sources to the dashboard.	Overall Architecture and Class Diagrams
AWS architecture and deployment flow	AWS architecture and how the system is deployed.	Deployment Plan and Infrastructure
Research: technologies used	Technologies we plan to use and why.	Infrastructure and Tools
Research: diagrams	Supporting diagrams for the above.	Overall Architecture and Class Diagrams

After the meeting

Once the data from the different APIs is realistic, following the meeting with the CTO and the other companies:

Item	Description
Build dashboard	Build the dashboard on realistic data from the source APIs.

Iteration plan

Iteration	Due date	Theme
Iteration 1	Oct 6, 2026	Research and scope definition
Iteration 2	Oct 20, 2026	Research and design
Iteration 3	Nov 3, 2026	Pre-prod setup and development
Iteration 4	Nov 17, 2026	Prod deployment and first development of the product (UDM, data ingestion)

See Iteration and Release Notes for all iterations.