Live on Netlify — auramai.netlify.app

AI-Powered Gold Price Forecasting & Market Intelligence Platform

Aurum AI is an autonomous financial intelligence platform engineered to monitor real-time gold markets across both COMEX Gold Futures (GC=F) and Spot Gold (XAU/USD), delivering explainable machine-learning forecasts.

Get Started β†’ View Architecture

30-Session

Causal Ensemble Forecasting

30 Inputs

Purged 126-Sample Holdout

< 50ms

Cached Inference & Live WS

XGBoost + LightGBM
Ensemble ML Engine (v18 Causal Features)
TreeSHAP & Alerts
Real-time Explainability & SMTP Volatility Alerts

Engineered for Transparent Intelligence

Everything required to run reproducible market analysis in one platform

⚑

Time-Aware Features

Prevents temporal data leakage by aligning macro series, news sentiment snapshots, and technical indicators strictly at prediction time.

πŸ“Š

Persistence Benchmarking

Evaluates candidate models strictly against a naΓ―ve unchanged-price baseline using chronological holdouts and target-maturity gaps.

πŸ”’

Controlled Publication

Automated publication gates ensure that an unsuccessful candidate model never automatically replaces a verified incumbent champion.

Isolated Instrument Boundaries & Models

Treating COMEX Futures and Spot Gold with distinct historical pipelines

πŸ₯‡ COMEX Gold Futures (GC=F)

Maintains independent historical target prices, 24 technical indicators, VIX, DXY macro drivers, and archived news sentiment features to feed supervised ML regression estimators.

πŸͺ™ Spot Gold (XAU/USD)

Tracks over-the-counter spot quotes separately from futures. Incorporates tick sample candles, range-body distributions, and dedicated RSI-and-momentum technical heuristics.

πŸ”’ Production & Autonomous MLOps Environment Architecture

System Architecture

End-to-end cloud-native pipeline powering real-time gold intelligence

Aurum AI Production & Autonomous MLOps Environment Architecture β€” showing Client Apps (Netlify Edge CDN), API Gateways, 4 Cloud Microservices, Event & Alert Bus, and Platform Services

πŸ—οΈ Autonomous MLOps & Cloud Stack

Aurum AI utilizes an advanced production-ready stack:

  • Cloudflare D1: Stores structured daily prices, macro inputs, and news sentiments.
  • Cloudflare R2: Secures versioned model artifacts, metadata, and dashboard snapshots.
  • Champion/Challenger Gate: Automated evaluation pipeline where unsuccessful models never replace incumbent champions.

πŸ›‘οΈ Data Protection & Policy Compliance

Strict boundaries ensure robust operational safety and user privacy:

  • Credential Isolation: Service credentials and Firebase private keys are securely isolated from client bundles.
  • Transparency Policy: Market closures, missing quotes, and model unavailability are explicitly reported instead of showing false zero values.
  • No Financial Guarantees: All models serve analytical intelligence purposes only.
πŸ“œ Legal

Terms of Service

Last updated: November 2026 Β· Aurum AI Final Year Project β€” Riphah International University, Islamabad

1. Acceptance of Terms

By accessing or using the Aurum AI platform ("Service") at auramai.netlify.app, you agree to be bound by these Terms of Service. If you do not agree, please do not use the platform.

2. Nature of the Service

Aurum AI is an academic and research intelligence platform developed as a Final Year Project. It provides AI-generated gold market analysis, forecasts, and macro data visualizations for informational and educational purposes only.

3. No Financial Advice

Nothing on this platform constitutes financial, investment, or trading advice. The forecasts generated by our machine-learning models are not guarantees of future performance. Always consult a qualified financial advisor before making investment decisions.

4. Data Accuracy Disclaimer

Market data is sourced from Yahoo Finance, TwelveData, Finnhub, FRED, and CFTC Socrata. While we strive for accuracy, we make no warranty of completeness, timeliness, or fitness for purpose. Data may be delayed or subject to provider outages.

5. Intellectual Property

All platform code, ML model architectures, UI designs, and content are the intellectual property of the Aurum AI team (Mir Ahmad Shah & Shahid Zaman). Reproduction or redistribution without written permission is prohibited.

6. Limitation of Liability

The Aurum AI team and Riphah International University shall not be liable for any direct, indirect, incidental, or consequential damages arising from use of this platform, including but not limited to financial losses from reliance on forecasts.

7. User Conduct

Users agree not to: (a) attempt to reverse-engineer our ML models; (b) use automated bots to scrape data; (c) misrepresent platform forecasts as professional financial advice; or (d) violate any applicable laws or regulations.

8. Modifications

We reserve the right to modify these Terms at any time. Continued use of the Service after changes constitutes acceptance of the updated Terms. Users will be notified via platform announcements.

πŸ›‘οΈ Privacy

Privacy Policy

Last updated: November 2026 Β· We are committed to protecting your personal data

1. Data We Collect

We collect only what is necessary: email address and display name via Firebase Google/Email OAuth for account creation. We do not collect payment information, sensitive personal data, or browsing history outside the platform.

2. How We Use Your Data

Your data is used exclusively to: (a) authenticate your session via JWT Bearer Token; (b) store your alert preferences (email opt-in for SMTP volatility alerts); and (c) personalize your Aurum AI workspace. We never sell your data.

3. Data Storage & Security

User profiles are stored in Cloud Firestore (Google Firebase). Service credentials and API keys are isolated in GitHub Actions secrets and Cloudflare environment variables β€” never exposed in client bundles.

4. Third-Party Services

We use: Firebase Auth, Cloud Firestore (Google), Cloudflare D1/R2/Workers, Netlify CDN, Render.com (backend), Yahoo Finance, TwelveData, Finnhub, FRED, GROQ LLM. Each third party has its own privacy policy governing data they process.

5. Email Alerts

If you opt in to volatility alerts, your email is used exclusively to send gold price movement alerts (|Ξ”| > $100) via Gmail SMTP. You may opt out at any time from your profile settings.

6. Cookies & Local Storage

We use browser local storage to persist your theme preference and session token. No third-party tracking cookies are used. Analytics are limited to anonymous Netlify page-view counts.

7. Your Rights

You have the right to: access, correct, or delete your personal data; withdraw consent for email alerts; and request data export. Contact us via the platform to exercise these rights.

8. Contact

For privacy concerns, reach us through auramai.netlify.app or contact the supervision team at Riphah International University, Islamabad, Pakistan.

πŸ‘₯ Group Members & Supervision

Mir Ahmad Shah (54906)

BSCS Student

Shahid Zaman (55123)

BSCS Student

Mr. Muhammad Shabbir Hassan

Supervisor