MatterOfStocks publishes its track record instead of asking for trust, and enforces it in code: • Computed, not narrated: AI writes the explanations; published rules compute the figures from SEC filings and market data. • Transparent: 14 years of backtests, failures included, and timestamped calls that are never edited. • The data: company scores, forensic accounting checks, institutional ownership, open-market insider trades and congressional trades. No invented price targets.

How did you use Cloud Run for this launch?

I have not used cloud run for my app as I do not like vendor lock-ins but it is built on docker containers running on self managed VMs.

Most stock research asks you to trust it. MatterOfStocks publishes its track record instead. The platform scores US stocks every night from SEC filings and market data, using published rules rather than opinions. Then it does the part almost nobody does: it grades every one of those calls against what the market actually did next, keeps the result permanently, and shows you the misses alongside the hits.

Three commitments, enforced in code rather than in copy

Computed, not narrated. AI writes the explanations.
The figures come from published rules applied to primary sources, and if the AI's overall view contradicts the computed result, it is replaced with rules-written text before you see it.
Every figure comes from published rules applied to primary sources, and AI text that contradicts the underlying math is automatically replaced before you see it. The narration is there to explain the arithmetic, never to produce it.

Three commitments, enforced in code rather than in copy

Computed, not narrated. AI writes the explanations.
The figures come from published rules applied to primary sources, and if the AI's overall view contradicts the computed result, it is replaced with rules-written text before you see it.
Every figure comes from published rules applied to primary sources, and AI text that contradicts the underlying math is automatically replaced before you see it. The narration is there to explain the arithmetic, never to produce it.

How did you use Cloud Run for this launch?

I have not used cloud run for my app as I do not like vendor lock-ins but it is built on docker containers running on self managed VMs.

MatterOfStocks

Research that shows its track record, not just its opinion.

Research that shows its track record, not just its opinion.

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About Matterofstocks and Methodology

Forum Threads

About Matterofstocks and Methodology