Build a Risk-adjusted edge over the competition.

We are a data-driven firm that uses cutting edge technology to formulate winning investment strategies and add an alpha layer to your DeFi product.
Overview

We make your products better.

Our team specializes in quantitative research, making us an expert at adding intelligence to any investment product.

01.

Identify
We begin by identifying opportunities to improve the investment products you offer.

02.

Refine
Based on the dimensions of liquidity, risk-return profile and technical feasibility we optimize a strategy.

03.

Deploy
Once the strategy has been perfected, we deploy it on-chain.
Identify ·
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Analyze and identify custom investment solutions.

We can help you spot demand for innovative investment strategies.
Market Analysis
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Practicality Analysis
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Risk Analysis
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Demand Analysis
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Opportunity Analysis
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Refine ·
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Machine Learning for smarter investing.

We are a data-driven company. We use machine learning and artificial intelligence to help us build better products.
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Data Aggregation
Data is the backbone of our investing process. We use a variety of sources to help us begin to make informed decisions.
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Data Compression & Thesis Creation
We summarize and clean the data to remove noise while identifying key features or trends. We seek exploitable edges in the market that can be used for strategy formulation.
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Thesis Validation & Optimization
We use historical data to validate the effectiveness of our strategies thesis. If it looks promising, then optimization and fine-tuning can begin.
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Machine Learning Overlay
The signals from our strategy thesis are combined with the results of a backtest and input into machine learning models.
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Risk Management Creation
Our risk management model draws from the Kelly criterion for betting and order flow toxicity as well other factors such as on-chain movements.
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Real-Time Testing
We monitor how well our algorithm performs in real-time on live market data and then pick out strategy sets of winners based on that performance.
Deploy ·
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Bring your strategy to any blockchain.

We'll take your strategy on-chain, so that they can be accessed by anyone with an internet connection!
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Secure
The future of trading is here. With your strategies trading on the blockchain, you don't have to worry about centralized exchange risk anymore.
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Transparent
Using a public blockchain allows anyone to audit your trading strategies, boosting investor confidence and trust.
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Automated
With webhook signals, we can execute smart contract trades to run automated investment strategies without the manual click of a button!
Before I approached Sun Labs, my pine script algorithm was good but not great.

However, after just a few sessions with the quant team there, I was already amazed at their insight and how much potential for growth it had.

Not only were their ideas for risk management incredibly detailed, but they were able to push it further by taking my strategy onto the blockchain.

Thank you Sun Labs!
Chevy Martin
Algorithmic Developer
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+27%
Absolute market performance gained
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100%
Satisfaction guaranteed
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20 days
Time to optimize strategy performance