80% of market volume is algorithmic. Almost none of that technology has reached independent advisors. We're changing that.
Fee compression is squeezing margins. Passive funds are pulling AUM. And the firms outperforming are doing it with technology most independent advisors can't access.
RIAs aren't anti-algorithm. They lack implementation capacity. Most firms don't have a quant on staff, can't justify a six-figure hire, and aren't sure where to start.
That's the gap we fill.
Systematic, not speculative. Rules-based, documentable, explainable. Everything we build is designed to work within your compliance framework.
Our founder's background in ecology means we think about markets as interconnected systems with feedback loops, regime shifts, and emergent behavior. That perspective shapes how we build strategies.
Every strategy is fully auditable. You'll understand not just what it does, but why it does it. No proprietary lock-in, no mystery signals. If your compliance team can't explain it, we don't ship it.
Systematic strategies remove emotional bias from decision-making. Defined entry and exit criteria, position sizing rules, and risk parameters that are documented before the first trade.
Every engagement produces tangible, documented outputs. Nothing stays in a black box.
Historical performance analysis across multiple market regimes with clearly defined assumptions and methodology.
Drawdown analysis, position sizing frameworks, and scenario testing. Understand the downside before you see the upside.
Complete logic documentation covering entry/exit criteria, parameter choices, and implementation instructions.
Audit-ready documentation explaining strategy rationale in plain language for regulators and compliance officers.
Trophik was founded by a data scientist who spent years studying complex adaptive systems in ecology before applying those frameworks to financial markets.
That background in systems thinking, combined with formal training in intellectual property law, means we build strategies that are not only effective but compliance-aware and thoroughly documented.
We've spent 18+ months building systematic trading infrastructure from the ground up. Now we're making that capability available to independent advisors.
No. We handle all technical implementation. You provide the investment context and philosophy; we translate it into systematic rules and tested strategies.
Every strategy includes a full audit trail and plain-language documentation explaining the logic. Nothing is a black box. Your compliance team will be able to explain every decision the strategy makes.
Equities, ETFs, and options. The asset classes most relevant to independent RIAs and their client portfolios.
Typically 2–3 weeks. We evaluate your current process, identify opportunities for systematic improvement, and deliver a prioritized set of recommendations.
That's exactly what the assessment reveals. Even if the conclusion is "not yet," you'll have a clear picture of what readiness looks like and what steps to take. The assessment is valuable either way.
No. We build strategies for your firm to execute. You maintain full control over trading decisions, client relationships, and custody. We provide the quantitative infrastructure.
15 minutes to determine whether systematic strategies are the right fit for your firm.
Or reach us at beau@trophik.ai