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Proprietary patent-draft architecture

AI mining stock research and cash-flow modelling.

Ask questions about gold and silver producers, developers and explorers, then model revenue, costs, free cash flow, valuation multiples and target share prices with source-bound AI research.

Gold Stock AI Assistant

Ask about a company, project, reserves, resources, costs, cash/debt, production, valuation, upside/downside or risk.

Ready. Ask a question and this box will call /api/ask-gold.php. The server searches /stock-data/ or /knowledge-base/ and sends relevant material plus calculator outputs to OpenAI.

Do not put OpenAI keys or paid subscription passwords in this HTML page. Store them privately on the server only.

What Gold Stock AI does

An AI-first research interface for precious-metals mining equities, combining natural-language answers, authorised source retrieval, scenario analysis and transparent cash-flow assumptions.

AI stock lookup

Search by company, ticker, mine, jurisdiction, commodity, stage, risk, market cap, resource size, cost or production profile.

Source-bound answers

The backend can search authorised exports, source files, CSVs or stock notes and separate facts from assumptions.

Investor calculators

Change gold price, silver price, production, costs, taxes, royalties, sustaining capex, debt, cash, multiples and dilution.

Share Price Forecast Tool

Baseline
Future
Baseline FCF$0M
Future FCF$0M
Baseline price$0.00
Future price$0.00
Return0.0%

Forecast methodology

Free cash flow is calculated from production margin by metal. Forecast market capitalisation is calculated by applying a cash-flow multiple and then adding net cash or subtracting debt. Forecast share price is market cap divided by fully diluted shares.

FormulaCalculation
Gold FCF(Gold price - gold AISC) x gold oz
Silver FCF(Silver price - silver AISC) x silver oz
Equity valueTotal FCF x multiple + net cash/debt adjustment
Share priceEquity value / fully diluted shares

Scenario modelling only. Not financial advice.

Cash Flow Calculator

Use this module for producer economics and sensitivity testing. It calculates revenue, mine margin, royalties, G&A, sustaining capex, tax, free cash flow, FCF per share and implied market cap.

OutputMeaning
RevenueTotal metal sales before costs
Mine marginRevenue less operating cost/AISC proxy
Free cash flowMine margin less royalties, G&A, sustaining capex and tax
Implied valueFree cash flow x selected FCF multiple

Producer Cash Flow Calculator

Revenue$0M
Mine margin$0M
Taxable margin$0M
Free cash flow$0M
FCF per share$0.00
Implied market cap$0M
Implied share price$0.00
Patent details

Proprietary Gold Stock AI patent-draft architecture

Gold Stock AI is supported by a revised provisional patent specification draft covering a technical architecture for AI-assisted precious-metals mining equity research, authorised data retrieval, live metals price binding, cash-flow modelling, share-price scenario forecasting, entitlement control, source mapping and prior-art distinction.

Draft invention title

Artificial Intelligence System for Precious Metals Mining Equity Research, Authorised Data Retrieval, Live Metals Pricing, Cash-Flow Modelling, Share Price Forecasting, Entitlement Control and Prior-Art Distinction.

Inventors to be confirmed before filing: Don Durrett, Dr Simon Cichello and Elisa Rothschild. Applicant/owner to be confirmed.

Patent status wording

This site should not state “patent pending” unless and until a patent application has actually been filed. Before filing, use “provisional patent specification prepared for review” or “proprietary patent-draft architecture”.

After filing, insert application number, filing date, jurisdiction and applicant only after verification by a registered patent attorney.

Technical modules

AI orchestration, source-bound retrieval, stock-data entitlement checks, metals price binding, forecast calculator, cash-flow calculator and audit logs.

Prior-art distinction

Designed to distinguish general AI stock prediction, NLP financial prediction, chart-pattern analysis, intermarket analysis and general valuation tools.

Commercial protection

Keep source code, API keys, subscription credentials and unauthorised third-party data out of public website files.

Patent information on this page is general commercial information only. It is not legal advice, not a patentability opinion and not a statement that a patent has been filed unless a filing number is later added and verified.

Charts and subscription data

For paid GoldStockData material, use authorised API access or manual CSV/PDF exports. Do not store subscription usernames or passwords in public website files.

Local files

Upload CSV, TXT or Markdown exports into /stock-data/ or /knowledge-base/.

Private credentials

Keep authorised credentials outside the public folder, for example /home1/c364983/goldstock-credentials.json.

AI backend

The PHP endpoint calls OpenAI server-side and can search local stock notes.