Algomnia — AI‑Driven Trading Signals Platform Case Study

Algomnia — AI‑Driven Trading Signals Platform Case Study

1. Project snapshot

Algomnia is a Wall‑Street‑meets‑AI platform that feeds traders real‑time, machine‑generated buy/sell signals across crypto, forex and high‑leverage markets. With 193 M+ users trusting its algorithms since 2017, the web‑and‑mobile dashboard turns raw market data into clear, actionable calls, helping clients “trade on insights, not instincts.”

2. Goals & success metrics

  • Deliver consistent alpha through low‑risk (3.5 %avg) / high‑return (7 % avg) strategies.
  • Maintain a win‑rate above 70 % (current 72 %).
  • Track KPIs: signals fired, wins vs. losses, PnL, subscriber growth.

3. Core problem

Retail traders often act on emotion, lack institutional‑grade data, and struggle to parse millions of price/volume datapoints in time. Algomnia tackles this gap with an always‑on AI engine and curated insights.

4. Solution highlights

  • Smart Algorithm: ingests market trends, price, volume and momentum in real time.
  • Signal Timeline + Navigator: shows entry, TP/SL and risk profile per trade.
  • Multi‑market coverage: Binance Futures, Binance Spot, Forex and high‑leverage instruments.
  • Email / dashboard alerts so traders never miss an opportunity.

5. Platform workflow

  1. Data aggregation
  2. Advanced analytics & expert validation
  3. User‑dashboard updates
  4. Trade‑execution guidance
  5. Performance monitoring

6. Key performance stats

Binance Futures (Aug 2020): 102 signals · 94 wins · 8 losses · 92.2 % win‑rate.

Binance Spot (Mar 2021): 27 signals · 93 % win‑rate · 10  900 pips.

Forex (May 2022): 269 signals · 78 % win‑rate · 10 186 % total PnL.

7. Differentiators

  • Data from 800 + proprietary & third‑party sources.
  • Seamless, white‑glove client support.
  • Scalable, vendor‑agnostic, API‑first architecture.

8. Technology stack

LayerImplementation
AI EnginePython + TensorFlow models for signal scoring
Realtime dataWebSockets & Kafka ingestion from major exchanges
BackendNode JS micro‑services, REST & GraphQL APIs
FrontendNext JS + Tailwind CSS, dark‑mode first
CloudAWS (EKS, RDS, Lambda) with auto‑scaling

9. Subscription tiers

Essential €44.95 / m, Plus €54.95 / m, Premium €64.95 / m — all with a free month via promo code WELCOME and up to 30 % annual discount.

10. Outcome & next steps

Algomnia will expand algorithm coverage to equities and options, integrate broker APIs for one‑click execution, and roll out social copy‑trading in Q4 2025.