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Aethon for Business

The accountability layer for financial research.

Every product can buy market data. Almost none can show conclusions with a public, measured accuracy record. Aethon turns evidence-graded research — and the track record that grades it — into something your product can embed.

What you could build on

Conclusions

Conclusion API

A structured verdict per ticker — direction, conviction, the evidence behind it, and the strongest case against. Deterministic, with no model hallucination.

Full report

Research Report API

The complete evidence-graded report as structured JSON: filings, valuation context, macro signals, risks, and what would change the view.

Proof

Track-Record API

The measured, deduplicated directional hit-rate with confidence intervals — the same public accountability data, programmatically.

Embed

Embeddable widgets

Drop-in “verified research” blocks — a conclusion, its evidence, and its track record — for sites and apps.

Who it’s for

Fintech apps & brokerages Robo-advisors & wealth tools Financial media & newsletters Advisory / RIA platforms AI products needing a grounded signal

If your product needs research it can stand behind in front of users — and compliance — that’s the gap Aethon fills.

Why Aethon, specifically

  • Verified, not asserted. Conclusions are measured against real outcomes and the accuracy is published — win or lose. See the track record.
  • Deterministic and auditable. No LLM opinions. Every conclusion traces to named official sources and a transparent scoring method — read the methodology.
  • Honest by design. When the evidence isn’t strong enough, Aethon says so. That’s a feature for any regulated or trust-sensitive surface.

Join the API waitlist

The business API is in development. Tell us where you’d use it and we’ll reach out as early access opens — partners help shape what ships first.

No commitment. We’ll only email you about Aethon’s business API. Prefer to talk now? info@fumie.org.

Who runs it

Aethon is operated by Fumie (SMC-Private) Limited, a company registered in Pakistan. Research and information only — not financial advice. Availability, coverage, and terms for the business API will be confirmed at onboarding.

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© 2026 Aethon. Research tool only — not financial advice.