DeepAlgo Sovereign

Institutional order flow intelligence for algo traders

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Institutional order flow intelligence for algo traders

5 followers

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DeepAlgo Sovereign is a pre-trade execution intelligence API that tells your algorithm whether market conditions are safe to trade — before you send the order. Three signals in one call: › VPIN order flow toxicity — detects informed institutional flow before price moves › HMM Regime Classification — Mean-Reverting, Trending, Volatile, or Crisis › Neural Proxy Confidence — 0.0–1.0 ensemble validation Free pilot: 4 instruments, 50 calls/day, no card required.

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Launch tags:API•Fintech

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Framer AI AgentsDesign and publish professional sites with AI

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Maker

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Hey Product Hunt 👋 I built DeepAlgo Sovereign after spending years watching algorithmic strategies get stopped out not because the setup was wrong — but because the *conditions* were wrong. The regime had shifted. Informed institutional flow was already positioning against the trade. The algo had no way to know. The academic research on this has existed since 2012 — Easley, López de Prado, and O'Hara's work on VPIN showed that order flow composition predicts adverse selection before price reflects it. But it has never been productised in a form that a developer can wire into a live execution pipeline in an afternoon. That is what Sovereign is. Three signals — VPIN toxicity, HMM regime classification, Neural Proxy confidence — delivered as a single REST API endpoint. Your strategy calls it before placing an order. If conditions are clean, it approves. If institutional flow is dominant or the regime is wrong, it vetoes. The capital that would have been lost on that trade is protected. We have been running this on a live engine across 76 instruments for several months. The Guardian Feed — the live veto log — is one of the most useful things I have built. Watching it show you exactly what it blocked, and why, changes how you think about execution. **Free pilot API at gateway.deepalgo.co.uk** — 4 instruments, 50 calls/day, no card required. Happy to answer any questions about the architecture, the microstructure theory behind it, or how to wire it into a specific strategy. This community tends to ask the best technical questions and I am here for all of them. — C, DeepAlgo Sovereign

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2mo ago

Maker

For anyone who wants to go deeper on the microstructure theory — I published the full piece on Medium today covering VPIN, the Flash Crash 65-minute

warning, and why order flow composition leads price:

https://medium.com/@Myfinance20/the-markets-enigma-how-to-read-order-flow-before-the-move-happens-b70512532ef3

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2mo ago

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Framer AI AgentsDesign and publish professional sites with AI

Promoted

Maker

📌

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2mo ago

Maker

For anyone who wants to go deeper on the microstructure theory — I published the full piece on Medium today covering VPIN, the Flash Crash 65-minute

warning, and why order flow composition leads price:

https://medium.com/@Myfinance20/the-markets-enigma-how-to-read-order-flow-before-the-move-happens-b70512532ef3

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2mo ago