The Mathematical Company of California
We're replacing Wall Street's
30-year-old tools. We're replacing Wall Street's 30-year-old tools.
mathematicalcompany.com
·Darwin beta in 49 days
0%
of hedge funds that outperform
lose their edge within three years. of hedge funds that outperform lose their edge within three years.
The tools haven't changed.
The markets have.
Darwin
AI that rewrites itself.
Self-evolving
Strategies mutate.
The fittest survive.
Zero retraining
No manual updates.
No model decay.
Impossible to copy
2 years of research.
Compounding advantage.
One Champion trades live. A Shadow Zoo challenges it.
When markets shift, Darwin adapts in hours, not months. One Champion trades live. A Shadow Zoo challenges it. When markets shift, Darwin adapts in hours, not months.
A frontier AI lab for finance.
We build the infrastructure that doesn't exist.
Darwin
The brain for hedge funds.
Self-evolving strategies.
Symphony
AI trading for everyone.
Natural language to trade.
Powered by Simons (formal verification), Hyperion (nanosecond backtesting), and Orbital (satellite signals).
From thesis to trade in hours.
1
Speak
Describe your thesis in plain English.
2
Evolve
Darwin generates and tests thousands of variations.
3
Deploy
Execute with one-click broker integration.
First.
The first formally verified AI
for quantitative finance. The first formally verified AI for quantitative finance.
Every decision traceable.
Every output provable.
Zero hallucinations.
We started.
Research
3 papers
Patent filed
Technical
MVP complete
10K+ backtests
Interest
LOIs
in discussion
"Forget LLMs: A Formally Verified Neuro-Symbolic Approach..."
Why we win.
Moat
Formal verification no one else has.
2 years of research. Compounding.
Scalability
Software margins. Zero marginal cost.
One model serves thousands.
Team
Founder: exited, Salesforce, patents.
Built AI that cut weeks to minutes.
Timing
$12B market. No real competition.
Quant funds need this yesterday.
They sell data.
We sell alpha.
We build the brain that trades.
Jesús Remón
Aerospace Engineer. Mensa member.
Trading and coding since I was 12.
$0B
Every quant fund on Earth.
$0B
Serviceable with AI
$0M
3-year target
The bet.
Quant finance will be rebuilt
in the next five years. Quant finance will be rebuilt in the next five years.
Either by us.
Or by someone using our research.
Next 18 months.
6 months
LOIs convert. MVP goes live.
First fund replaces their stack.
12 months
One fund tells another.
$100M AUM. Cash flow positive.
18 months
At that scale, VCs come to us.
Series A. 10x this round.