Fractal Dynamics

Risk repeats across scales. See the pattern.
Understand how global events cascade to you.

The Problem


A solar storm disrupts satellites.
GPS fails.
Your delivery is late.
An earthquake hits Taiwan.
Chip production stops.
Your phone is delayed.
Climate patterns shift.
Hurricanes intensify.
Your insurance doubles.
Risk cascades from galactic to personal.
No one connects the dots.
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The Solution


The first Large Risk ModelLike ChatGPT understands language, FractalDynamics understands risk composition.βœ“ Maps 100M+ entities across all scales.
βœ“ Traces cascade paths through unlimited connections.
βœ“ Tracks cycles that modulate risk over time.
βœ“ Simulates futures before they happen.

Who It's For


Choosing where to live?
Understand each city's exposure to earthquakes, climate change, and economic instability. Weigh the risks against what matters to you.
Running a business?
Map your supply chain vulnerabilities and simulate disaster scenarios. Build the resilience strategy that fits your priorities.
Researching systems?
Query the graph, validate theories, access validated data.
One system. Every scale.

How It Works


1. Map
100M+ entities from thousands of sources, updated daily.
2. Connect
AI finds cascade paths from solar storms to your commute.
3. Model
Cycles (solar, economic, climate) modulate risk through time.
4. Explore
Interactive globe, AI chat, scenario simulator.

What We Do (And Don't Do)


We provide objective risk analysis:
βœ“ Model cascade pathways across scales.
βœ“ Quantify probabilities with confidence intervals.
βœ“ Simulate scenario outcomes.
βœ“ Track how risks evolve over time.
You provide the context:
- Your risk tolerance.
- Your priorities and values.
- Your resources and constraints.
- Your time horizon.
We don't:
βœ— Tell you what level of risk is "acceptable".
βœ— Make value judgments about tradeoffs.
βœ— Prescribe specific actions.
Same risk data. Different people. Different decisions.Example: A coastal city faces increasing flood risk.- Young professional: accepts risk for career opportunities.
- Retiree: decides to relocate to protect assets.
- Business owner: stays but invests in flood barriers.
We show the landscape. You navigate it.

FAQ


How Is This Different From Other Risk Tools?
They look at one domain, one scale, one moment. We integrate all risk types across all scales through time.
Where Does The Data Come From?
Government databases, news feeds, corporate filings, academic researchβ€”aggregated and verified by AI + human review.
How Accurate Are The Predictions?
We provide probability distributions, not certainties. Historical validation shows 73% accuracy on major events within confidence intervals.
Is It Open Source?
Core graph schema and algorithms are open source (MIT license). Data and platform are commercial.

The Vision


A future where risk is understood, not feared.
For most of history, we faced risks blindly.
Now we have weather satellites. Epidemiology. Economic indicators.
But they stay siloed.
FractalDynamics is the connective tissue.
The unified intelligence layer that shows how everything connects, how risks cascade, how cycles amplify, how futures unfold.
We're building the risk intelligence layer for civilization.
Not to eliminate risk – that's impossible.
But to understand it, plan for it, and navigate it wisely.
Join us.

Technology


Built on the frontier of AI
Graph Database Β· Large Language Models Β· Temporal Modeling Β· Monte Carlo Simulation
Open Core
Core algorithms on GitHub. Host yourself or use our platform.
View on GitHub

Pricing


Free
Interactive globe
100 queries/month
Public data
Join Waitlist
Pro – $49/mo
Unlimited queries
Historical data
Scenarios & reports
Personal dashboard
Join Waitlist
Enterprise
API access
Custom entity mapping
White-label options
Dedicated support
Contact Sales

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See risk before it sees you.Join a growing community exploring the first Large Risk Model.

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