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Research
with range.
Decisions
with discipline.

We are building an investment operation where specialized AI explores the possibilities—and a disciplined process determines what comes next.

Explore our approach
US stocks & ETFs Research & evaluation stage
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THE SUMTWO PRINCIPLE

Intelligence is a starting point.
Evidence is the standard.

Markets offer more information than any single perspective can absorb. Our system is designed to bring research, independent challenge and portfolio oversight into a repeatable investment process.

Meet the firm
A DELIBERATE PROCESS

From observation
to accountable action.

How the system works
01 / DISCOVER

Ask a better question.

Collect evidence, form a thesis and make its assumptions explicit.

02 / CHALLENGE

Earn the next step.

Independent review and deterministic controls stand between a proposal and an order.

03 / EVALUATE

Keep the record.

Monitor outcomes, compare with a baseline and test each new version before promotion.

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HUMAN GOVERNANCE

Autonomy with
defined boundaries.

Models propose. Independent controls enforce limits. People retain responsibility for governance, model approval and intervention.

We are establishing the technology, operational controls and verifiable record. Learning does not grant a system permission to change its own mandate.

Inside the technology
RESEARCH NOTES

The work behind the decisions.

Explore research
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Research methodology

What must an investment idea prove?

A framework for separating a promising explanation from an investable result.

· 4 min read
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Governance

Where model judgment ends.

Why probabilistic research needs independently enforced limits.

· 3 min read
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Evaluation

Four records. Four different questions.

Backtests, simulations, broker paper activity and live results need distinct reporting.

· 3 min read
AN OPERATION IN THE MAKING

A long-term undertaking.

Our founder is planning SumTwo’s base in Miami. We are bringing together the disciplines of finance, AI engineering and operational risk to build carefully from the outset.

Our direction
CAREERS

For people who
test their thinking.

The work spans investment research, machine learning, data, risk and operations. Learn about the disciplines shaping SumTwo.

Explore working with us
PRIVATE ACCESS

Your account. A clear view.

Existing participants can access their own account records, research activity and reports.

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