Disclosure

UNDER NO CIRCUMSTANCE SHALL WE HAVE ANY LIABILITY TO YOU FOR ANY LOSS OR DAMAGE OF ANY KIND INCURRED AS A RESULT OF THE USE OF THE SITE OR RELIANCE ON ANY INFORMATION PROVIDED ON THE SITE. YOUR USE OF THE SITE AND YOUR RELIANCE ON ANY INFORMATION ON THE SITE IS SOLELY AT YOUR OWN RISK.

Sigmanomics is a quantitative market forecast platform. The forecasts published on this Site are generated by an automated statistical ensemble engine (“Sigmacast”) consisting of seven independent models. These models process historical price data and produce probabilistic forecasts across multiple timeframes and asset classes. Forecasts are not produced by human analysts and do not constitute human judgment or opinion.

Forecast Generation Schedule: Forecasts are generated on a fixed daily schedule via automated pipeline runs. Forex and commodities forecasts are generated at approximately 02:00 UTC daily. Cryptocurrency forecasts are generated at approximately 04:00 UTC daily. Stock and index forecasts are generated at approximately 13:30 UTC on weekdays (Monday–Friday) only. Forecasts may lag real-time market conditions between pipeline runs.

Confidence Intervals & Zones: Each forecast includes Q1–Q3 interquartile range zones and CI80 calibrated confidence intervals. Zone multipliers are tuned per market so the expected zone captures approximately 80% of actual outcomes. Historical zone containment rates (e.g., 83%+) reflect past performance and are not a guarantee of future accuracy. Confidence intervals are statistical estimates and actual prices may fall outside the projected ranges.

Accuracy Scoring: All forecasts are logged at generation time with immutable timestamps and scored against actual OHLC (Open, High, Low, Close) price data. Accuracy metrics including directional accuracy and zone containment are published on the Performance page. No forecasts are retroactively edited or excluded from aggregate statistics. Past accuracy does not guarantee future results.

Timeframes: Sigmacast produces forecasts across six timeframes (30-minute, 1-hour, 2-hour, 4-hour, 12-hour, and 1-day candle granularity), corresponding to forecast horizons of approximately 7 days, 14 days, 21 days, and 28 days. Each asset class is forecast once per day per the schedule above.

SIGMA AI Assistant: The Site includes an AI-powered chat assistant (“SIGMA”) available to registered members. SIGMA is powered by third-party large language model technology (Anthropic Claude API) and is designed to answer questions about Sigmanomics data, forecast methodology, and general market education. SIGMA is not a financial advisor. Responses generated by SIGMA are AI-generated, may contain errors, and should not be treated as financial advice or trade recommendations. SIGMA's responses may vary and are not deterministic.

Automated Content: Certain content on the Site, including but not limited to stream entries (market movers, symbol news, and economic event summaries), may be generated or enriched by automated processes and AI models. Such content is clearly presented for informational purposes and does not represent human editorial judgment unless explicitly attributed to a named analyst.

The Site cannot and does not contain financial advice. All information including forecasts, confidence intervals, zone levels, directional signals, accuracy metrics, and AI-generated analysis is provided for general informational and educational purposes only and is not a substitute for professional financial advice.

We do not provide any kind of financial advice, trade recommendations, or investment guidance. Accordingly, before taking any actions based upon such information, we encourage you to consult with a qualified financial professional. You should take independent financial advice from a licensed professional or independently research and verify any information that you find on our Site and wish to rely upon.

THE USE OR RELIANCE OF ANY INFORMATION CONTAINED ON THIS SITE, INCLUDING FORECASTS, AI-GENERATED ANALYSIS, AND ACCURACY METRICS, IS SOLELY AT YOUR OWN RISK.

Sigmanomics is a quantitative financial data platform that provides algorithmically generated forecasts and analysis across forex, cryptocurrency, stock, commodity, and index markets. The forecasts published on this Site are produced by statistical models, not human analysts, and are intended solely for informational purposes.

Trading and investing in financial markets involves substantial risk of loss. You should carefully consider whether trading or investing is appropriate for you in light of your financial condition. It is the sole responsibility of the visitor and/or trader to evaluate their trading strategies and whether they are capable of trading, taking into consideration that losing all capital invested is a possibility.

The forecast values, zone levels, directional signals, and confidence intervals provided for different instruments are indicative statistical projections only and cannot be used as the sole basis for trading decisions. No responsibility can be imposed on Sigmanomics LLC for any loss of money that may occur to any visitor by using the website or acting upon any information published therein.

Sigmanomics offers paid membership tiers that provide access to additional features including expanded forecast data, the SIGMA AI assistant, and advanced analytics. Subscription terms, pricing, auto-renewal policies, and cancellation procedures are governed by our Terms and Conditions. Please review those terms before subscribing.

Market data used by Sigmanomics is sourced from third-party providers including Polygon.io (primary market data), the World Bank, FRED (Federal Reserve Economic Data), and the International Monetary Fund (IMF). We do not guarantee the accuracy, timeliness, or completeness of data provided by third-party sources. Data availability and coverage may vary by instrument and asset class.

The Site may contain links to other websites or content belonging to or originating from third parties. Such external links are not investigated, monitored, or checked for accuracy, adequacy, validity, reliability, availability, or completeness by us.

WE DO NOT WARRANT, ENDORSE, GUARANTEE, OR ASSUME RESPONSIBILITY FOR THE ACCURACY OR RELIABILITY OF ANY INFORMATION OFFERED BY THIRD-PARTY WEBSITES LINKED THROUGH THE SITE OR ANY WEBSITE OR FEATURE LINKED IN ANY BANNER OR OTHER ADVERTISING. WE WILL NOT BE A PARTY TO OR IN ANY WAY BE RESPONSIBLE FOR MONITORING ANY TRANSACTION BETWEEN YOU AND THIRD-PARTY PROVIDERS OF PRODUCTS OR SERVICES.

While we have made every attempt to ensure that the information contained in this Site has been obtained from reliable sources, Sigmanomics LLC is not responsible for any errors or omissions or for the results obtained from the use of this information. All information in this Site is provided “as is”, with no guarantee of completeness, accuracy, timeliness, or of the results obtained from the use of this information, and without warranty of any kind, express or implied, including but not limited to warranties of performance, merchantability, and fitness for a particular purpose.

In no event will Sigmanomics LLC, its related partnerships or corporations, or the partners, agents, or employees thereof be liable to you or anyone else for any decision made or action taken in reliance on the information in this Site or for any consequential, special, or similar damages, even if advised of the possibility of such damages.

All logos and trademarks of third parties referenced on sigmanomics.com are the trademarks and logos of their respective owners. Any inclusion of such trademarks or logos does not imply or constitute any approval, endorsement, or sponsorship of Sigmanomics LLC by such owners.

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