Oct 20 / 21:36 EDT / Global events / Macro watch / Deterministic signals / AI risk intelligence

01 AI market intelligence

/ Hyperion

Hyperion ranks the year’s biggest macro events and drafts a research thesis for each — traced down to the stocks it may affect and the milestones that will prove or kill it.

AI-assisted analysis only, not investment advice or a recommendation to buy or sell any security. Risk disclosures

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Coverage

Annual Events

Top macro events per FY

Depth

Pipeline Stages

Event → Thesis → Pillar → Stock → Milestone

Exposure

Stocks per Pillar

Primary tickers per causal channel

Simulated

Pulse

Portfolio Readout

Hypothetical positions vs baseline

Supported industries

IT
Healthcare
Financials
Consumer
Energy
Industrials
Comms

02 Hyperion in Motion · The pipeline, end-to-end

Watch the year flow from significant event to a mapped list of exposed stocks.

A two-minute walkthrough of how Hyperion takes the year's top 10 macro events, drafts the thesis, breaks it into pillars, and lands on the primary stocks it may affect. Analysis only, not investment recommendations.

03 The Top 10 Significant Macro Events of the year

— and what they set in motion over the next 12 months.

Open any one of them and you get the sector ripples, the gainers, the losers — the raw material every thesis is drawn from.

How the map gets built

Shifts, not headlines

We pick this year's structural shifts — policy, energy, monetary, tech, industrial — that redrew capital, supply and earnings.

Scored by 12–24 month consequence

Each event gets an impact score, a start month, and the industries it touches. Only multi-industry shifts survive.

Ten, ranked and stable

Exactly ten events, ordered by consequence. Recency isn't weighted, so the map stays stable — every thesis hangs off it.

04 Thesis Engine · Event → Thesis → Milestones

From macro event to a structured, falsifiable thesis.

Hyperion translates structural shifts into causal pillars, pure-play equity baskets, and dated milestones to verify real-world progress.

How the thesis is structured

Causal Pillars

Direct transmission mechanisms mapped to pure-play equity baskets.

Confirmation Milestones

Dated checkpoints tracking capex mix, power deals, and backlogs.

Hard Falsification Rules

Automated kill criteria that invalidate the thesis when core data breaks.

Thesis · 1 to 2 Years

AI infrastructure spending is shifting from chip orders into a broad capex cycle — where power, grid access, cooling, and networking become the binding constraints.

5 Pillars · 15 Stocks Mapped · 5 Milestones · Active

Falsification rule: The thesis is killed if top-4 hyperscaler capex drops YoY for two consecutive quarters while server, memory, and power equipment backlogs stall.

Pillars · 5 Mechanisms

5 pillars · 15 stocks mapped

Accelerators · Power Grid · Cooling · Networking · Capex Cycle

#01 AI Accelerator Deployment NVDA · MU · AVGO
#02 Firm Power & Grid Interconnection GEV · PWR · CEG
#03 High-Density Cooling & Switchgear VRT · ETN · MOD
#04 Scale-Out Networking & Memory AVGO · ANET · MU
#05 Multi-Industry Infrastructure Capex VRT · ETN · PWR

Milestones · 5 Checkpoints

5 checkpoints · Nov 2026 → May 2028

Sequential pre-earnings verification

Nov 2026 Hyperscaler capex pivots to site power, cooling, and network spend.
Feb 2027 Firm power agreements convert into contracted megawatts.
May 2027 Liquid cooling and electrical equipment backlogs expand.
Nov 2027 Scale-out networking and memory remain capacity-constrained.
May 2028 Capex cycle broadens across secondary industrial suppliers.

05 Order Effects · First → Second → Third

Every thesis is read as a chain of first, second, and third order effects.

Three orders, read together, turn a headline into a falsifiable bet.

First-Principles Chain

1st Order Effect

The direct behavior the event forces — new spending, new demand, new contracts. The immediate impulse that starts the chain.

Example: AI demand rises → companies buy more GPUs and compute.

2nd Order Effect

What that new behavior creates next — new bottlenecks, infrastructure needs, capacity constraints, and suppliers that suddenly matter more.

Example: More compute → more data centers, power, cooling, networking, and storage.

3rd Order Effect

The ripple effects that emerge further downstream — overlooked industries, supporting systems, and companies positioned to benefit as the shift compounds.

Example: Those bottlenecks → utilities, energy, transformers, grid equipment, and other overlooked suppliers benefit.

06 Hyperion Copilot · Integrated AI Partner

An AI partner that augments your market intuition.

Hyperion's embedded AI doesn't just summarize headlines — it actively interrogates causal chains, verifies live milestones, and stress-tests portfolio exposures in real time.

Causal Intelligence & Order Effects

Unpack transmission channels: Ask how any macro event ripples through physical bottlenecks into companies with potential positive or negative exposure.
Pure-play stock mapping: Identify the companies with the most direct exposure to each pillar.

Milestone Verification & Falsification

Pre-earnings verification: Instantly check whether active disclosures, capex budgets, or power deals confirm or weaken thesis conviction.
Audit kill criteria: Stress-test your assumptions against hard falsification rules to catch broken theses early.

Portfolio Pressure & Model Choice

Capital pressure readouts: Interrogate why tracked positions sit above or below their baseline marks.
Multi-LLM intelligence: Switch between Gemini, ChatGPT, Kimi, and other models to cross-examine market angles.

07 Portfolio Preparation · Hand off the thesis to Neptune & Orion

From a Hyperion thesis to an automated Neptune or Orion Portfolio — without re-typing the trade.

Hyperion isn't a trading platform, but it prepares a hand-off-ready portfolio from any active thesis: the thesis context, the causal notes, the per-symbol exposure, and the entry rules. Confirm it, and Neptune or Orion automates the execution — on Paper first, on Live when you're ready.

Neptune powers algorithmic equities trading — executing and rebalancing stock positions with automated capital allocation and high-precision order routing.
Orion powers algorithmic options trading — deploying multi-leg strategies, option spreads, and disciplined volatility setups directly keyed to thesis catalysts.

Auto-entry triggers

Set the rule once. If you switch automation on, Hyperion packages the portfolio from your thesis and sends it to Neptune or Orion, which place the orders, when the trigger fires — no copy-paste. Automation is off by default and Paper is the default target.

% target return hit

The Hyperion portfolio reaches a configured target return. The prepared book is shipped to Neptune or Orion with the original exposure, entry rules, and thesis context attached.

Key milestone crossed

A confirming milestone on the thesis is recorded. If you switched automation on, Hyperion sends the portfolio to Neptune or Orion.

Tracked gain reaches your threshold

The portfolio's tracked (simulated) gain reaches the threshold you configured. Hyperion packages the full book and sends it to Neptune or Orion — same exposure, same causal notes.

The hand-off

Three steps from a prepared Hyperion thesis portfolio to automated Neptune or Orion execution — Paper or Live.

01 / Access Check

Confirm the link

Hyperion verifies the linked Neptune or Orion Paper or Live account, the active plan, and the permission to send automated portfolio trades.

02 / Symbol Select

Pick the exposure

Long, short, or skip per symbol. The P&L contribution chart shows which positions are confirming the call — conviction is readable at a glance.

03 / Confirm & Automate

Automate into Neptune & Orion

One click and the prepared portfolio — symbols, exposure, thesis context, causal notes — is automated into Neptune or Orion Paper or Live.

08 Got a question? We have answers

Frequently Asked Questions

01 What is Hyperion?

Hyperion is an AI-powered market intelligence platform that ranks the year's biggest macro events, drafts a research thesis for each, and traces each thesis down to the stocks it may affect and the milestones that will prove or kill it. It is analysis software, not investment advice.

02 How does Hyperion work?

Every thesis flows through a five-stage pipeline: Event → Thesis → Pillar → Stock → Milestone. Events are ranked first. Each event becomes a thesis with a falsification rule. The thesis breaks into causal pillars, each pillar into primary stocks, and each thesis into time-boxed milestones you can track against.

03 What are pillars and how do they connect to the thesis?

Pillars are the causal mechanisms that make a thesis work — the specific channels through which an event actually moves the world. Each pillar tracks its own health (intact, weakening, or failing), so you can see in real time whether the mechanism behind the trade is holding up.

04 What exactly is a Hyperion portfolio?

A Hyperion portfolio is a hand-off-ready package of exposures prepared from a single active thesis. It carries the thesis context, causal notes, per-symbol exposures, and entry rules — everything needed for live monitoring or downstream automation into Neptune or Orion without re-typing the research.

05 How does portfolio automation work?

Hyperion is not a direct trading platform, but once a portfolio is prepared from a thesis, you can automate it into Neptune (Equities) or Orion (Options) on Paper or Live once you link that app and confirm the hand-off. You can also switch on automation rules that send the portfolio automatically when a tracked-return threshold is reached or a confirming milestone trips; Live sends real orders through your brokerage account. Hyperion prepares the thesis portfolio, and Neptune or Orion places the orders.

06 What exactly are Neptune and Orion?

Neptune and Orion are our companion algorithmic trading platforms. Neptune powers algorithmic equities trading with automated capital allocation and order routing. Orion powers algorithmic options trading with multi-leg strategies, option spreads, and risk-managed execution. Prepared Hyperion thesis portfolios can be automated directly into either platform on Paper or Live.

07 Who is Hyperion for?

Hyperion is for investors who want to act on macro events with a structured framework, not a vibe. It's built for retail investors who want a structured research framework, hedge funds and institutions looking for an event-first research layer, and algorithmic traders who need thesis portfolios prepared for automated execution engines like Neptune and Orion.

08 Why choose Hyperion?

Hyperion prepares a structured thesis portfolio. Every event is ranked before a thesis is drafted. Every thesis has a falsification rule and a clock. Every prepared portfolio can be handed off to Neptune or Orion once you link and confirm. The macro event, thesis, equity basket, and milestone validation are all visible in the same line of sight.

09 How do I get started?

Sign up for Hyperion to walk through a thesis with its pillars and milestones, and build a portfolio from any active thesis. Link your Neptune or Orion account to automate positions on Paper or Live, or simply track the research and milestone updates directly on Hyperion. No credit card required to start the free trial.

10 Where can I find documentation and support?

For detailed setup and usage information, visit our full documentation. For additional help, contact our team via email at support@ruggedx.ai.

09 Simple, transparent pricing

Market intelligence without the complexity.

Significant Macro Events, the theses behind them, and the primary stocks they touch — all on one platform. Every event, traced down to the trade.

Starter

$60.00/ mo

Billed monthly · cancel anytime

The essentials. Discover the year's top macro events, the theses behind them, and the primary stocks exposed to each shift.

Top 10 Major Macro Events intelligence
5-Layer Thesis Pipeline access
6-Axis Conviction & Falsification rules
Causal Pillar analysis & live health
Primary & secondary stock discovery
Milestone checkpoints & tracking
Simulated thesis portfolios & Portfolio Pulse
Hyperion Copilot AI partner

Start your free trial

Start your 15-Days free trial today. No credit card required.

9 apps / 5 markets / AI guided precision

Algorithmic apps / Live

Algorithmic apps

9 algorithmic apps, 5 markets

Automated trading apps for stocks, options, forex, crypto, and prediction markets. Each one manages the trade lifecycle under risk controls and capital allocation rules you configure.

Core markets Stocks, options, and forex

Neptune Featured Live Trades stocks through the Alpaca API, with risk limits and capital allocation built in. Alpaca·Market hours Open → Orion Live Runs options strategies through the Alpaca API, built around premiums and price movement. Alpaca·Market hours Open → Triton Live Trades currency pairs through the Oanda API, adapting to momentum and shifts in volatility. Oanda·24/5 Open → Hyperion Live Hyperion ranks the year’s biggest macro events and drafts a research thesis for each — traced down to the stocks it may affect and the milestones that will prove or kill it. Analysis only, not investment recommendations. Event→Thesis→Stock Open →

Crypto markets 24/7 trading on digital assets

Virgil Live Trades crypto through the Alpaca API, timing entries and exits around momentum and liquidity. Alpaca·24/7 Open → Apollo Live Runs systematic strategies on high-liquidity digital assets through the Coinbase API. Coinbase·24/7 Open → Ceres Coming soon Turns systematic market signals into precise crypto execution through the Oanda API. Oanda·24/7 Open →

Prediction markets 24/7 trading on real-world event outcomes

Runes Live Screens event contracts against your rules and places orders through the Kalshi API. Kalshi·24/7 Open → Delphi Coming soon Monitors and trades event contracts automatically through the Coinbase API. Coinbase·24/7 Open → Pegasus Coming soon Prices event contracts systematically and times each trade through the Polymarket API. Polymarket·24/7 Open →

11 Get in touch

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