Given Analytics
FAQ — Given Analytics
For educational and informational purposes only. Not investment advice. MAY — POTENTIAL — EDUCATIONAL.
General
What is Given Analytics?
Given Analytics is an independent educational macro and market research publisher. We run quantitative analysis on global markets and economic data and publish how our rules-based framework classifies the environment and detects predefined mathematical conditions — so serious investors can build their own process on a clearer, more objective foundation. We publish through Atlas Terminal, a research platform that monitors 407 symbols and classifies environments into four data-driven states.
Are you a registered investment adviser?
No. Given Analytics is not a registered investment adviser, broker-dealer, or financial planner. We operate as an educational publisher under the publisher posture of the Investment Advisers Act of 1940. Our content is general, impersonal, and distributed on a regular schedule to all subscribers simultaneously. We never provide personalized advice, never manage capital, and never see client portfolios.
Do you trade or manage money?
No. Given Analytics does not trade securities for clients, manage client capital, or operate any model portfolio. Our business is publishing educational macro and market research and related analytical tools.
Who sees outputs first?
Everyone sees the same information at the same time. There are no early-access tiers, no private feeds, and no preferential distribution. All subscribers receive environment views, alerts, and briefs simultaneously.
Can I automate trades off your alerts?
This is not recommended and is inconsistent with our Terms of Service. Atlas alerts are model readings for educational use only — not trade triggers. Using them as automated entry or exit criteria turns an educational model output into an operational trading instruction, which is outside our intended use and your agreement with us.
Methodology
How often do alerts and environment readings update?
The environment engine runs on a schedule tied to the latest available economic and market data. Some inputs update daily, others weekly or monthly, depending on their source. Market-based tiles (for example, volatility indices and yield-curve measures) update during the trading day. Condition readings for individual symbols update on a regular cadence defined by the framework, typically using end-of-day data.
What happens when data is revised?
Government and market data are routinely revised after initial release. When a source revises data retroactively, our historical readings can change as well. We do not lock historical readings; we update them to reflect the most accurate data available. This means past environment labels and model outputs may change as source data is revised.
How do you avoid overfitting?
The framework is designed to be robust across multiple market cycles, not optimized to any single recent period. We evaluate behavior across diverse historical episodes and regimes. However, all quantitative models carry overfitting risk. We acknowledge this and do not claim immunity from it.
Can I see your code or exact parameters?
No. The specific parameters, weights, lookback windows, thresholds, and mathematical transformations of the Atlas framework are proprietary intellectual property. We explain the structure and philosophy in detail on our Methodology and How Atlas Works pages. If questions remain after reading those, the answer is that exact implementation details are proprietary.
How do you handle conflicts between layers?
When the conditions required by the framework do not all align, no alert fires. For example, if several inputs are aligned but one is not, the symbol is monitored but does not generate a primary condition. This is intentional — it reduces false positives at the cost of fewer alerts, which we consider appropriate for an educational tool.
What is a "silence" condition?
“Silence” refers to periods when no symbols in our 407-symbol universe meet the predefined threshold for a condition under the framework. Silence is itself information: it can coincide with certain kinds of market environments. We surface it explicitly rather than forcing alerts when the model does not support them.
Usage
How should I use Atlas?
Atlas is designed as an educational overlay on top of your existing process. It helps you understand how the framework classifies the environment, see where predefined mathematical conditions are appearing, and compare current readings to historical episodes. It is not a standalone trading system and should not be used as the sole basis for any investment decision.
I’m an RIA — how do my clients benefit?
RIAs and portfolio managers use Atlas as a structured way to frame macro and market context. Environment classifications, confirmation metrics, and other readings provide a disciplined vocabulary for discussing backdrop and risk — one that does not depend on ad hoc opinions or narratives. All content is general and impersonal, consistent with educational use by professionals.
Do you offer personalized advice or custom research?
No. All Atlas content is general, impersonal, and identical for every subscriber. We do not offer personalized research, custom condition sets, or individualized recommendations. If you need personalized investment advice, consult a registered investment adviser.
Pricing and Access
What’s included in the $97/month subscription?
Full access to Atlas Terminal, including: live environment readings and confirmation metrics, all 407-symbol condition views, the daily Morning Brief, daily GA‑TV video, alert delivery through supported channels, and all future features added to the platform. No upsells. No tiers. One price, everything included.
Can I cancel anytime?
Yes. You can cancel at any time from your account settings. Cancellation takes effect at the end of your current billing period. There are no partial refunds for unused periods, as described in our Terms of Service.
Do institutions get different data or earlier access?
No. All subscribers — individual investors, RIAs, family offices, and institutions — see the same data at the same time. There are no institutional tiers with different outputs or earlier access. This is a deliberate design choice: same framework, same timing, same information set.
Is there a free trial?
Yes. We offer a 7‑day free trial to Atlas Terminal.
A valid payment method is required at signup. If you do not cancel through your account portal before the end of the 7‑day trial period, your subscription will automatically convert to the standard monthly plan and your payment method will be charged.
The trial provides access to the live Atlas experience for educational and informational purposes only. It is not investment advice, personalized advice, or a recommendation to buy or sell any security.
For educational and informational purposes only. Not investment advice. Given Analytics is not a registered investment adviser. MAY — POTENTIAL — EDUCATIONAL. See our Educational Disclaimer for full disclosures.