How it works
One analysis pipeline, with an honest demo boundary.
Aldo’s current demo starts with text you provide. A production version could start with licensed provider data while keeping the core analysis workflow unchanged.
Today
The Demo Mode flow
- You supply the text.Paste company news or open a synthetic educational replay.
- Aldo validates the input.The application checks structure and sensible length limits.
- The analysis follows one contract.Event significance, hype, facts, uncertainty, financial significance, dilution risk, missing information, and analysis confidence use consistent labels.
- The result is rendered clearly.The server presents the structured result in plain language.
A possible production path
Live news could change the source, not the analysis.
A licensed provider such as Polygon, Benzinga, or another news service could deliver an announcement to a provider adapter. That adapter would normalise the provider-specific data before passing the news text into the same Aldo analysis contract.
- Licensed news providerReceives live company news
- Provider adapterNormalises text, source, ticker, and time
- Aldo analysis pipelineApplies the same structured contract
- Validated resultDisplays the same product experience
Polygon and Benzinga are illustrative examples only. Aldo does not currently integrate with or claim endorsement from either provider.
The principle
Keep ingestion separate from judgement.
Separating the news source from the analysis means a future provider can be replaced or supplemented without rewriting how Aldo evaluates an announcement.