Generative AI Finance Assistants for Investment Research
We help financial services firms to harness the power of predictive ML models and LLMs to transform their finance data analysis into GenAI Agents to support investment decision-making.
GenAI Financial Assistants
Multi-modal Investment Research LLM Agents
Structured & Unstructured Data
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Historical & Real-time Market Data Forecasting
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Companies' Fundamental Data Analysis
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Key Technical Indicators Extraction
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Companies' Financial Health Analysis
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Swarmode's proprietary trading simulation data.
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Companies' Quarterly Reports (SEC 10-Qs) Summarization
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Trading Sentiment Signal Identification
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Analyst Investment Research Synthesis
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Your Company Private Data & Knowledge Base
StockForecaster Agent Demo
About Us
We are a Tech Research Lab focused on building Predictive Machine Learning Models & GenAI Domain-Specific Solutions for Financial Investment Research.
Swarmode develops proprietary Swarm Intelligence algorithms for predictive financial time-series forecasting, which are used by investment firms and hedge-funds to integrate into their quantitative investment and trading strategies.
Our software uses computational swarm intelligence algorithms and advanced statistical models to analyze financial markets data and generate investment insights at scale.
We built a high-performance trading simulation environment capable to run and backtest multiple trading strategies in parallel.
We use Enterprise Generative AI platforms and LLMs to analyze our proprietary datasets along with external financial data sources and to build smart financial analysis agents capable to distill key insights to support investment decisions.
Our Technology
QSwarm, our proprietary computational engine used to orchestrate GenAI Financial Agents Swarms.
Built on our proprietary swarm intelligence algorithm, our core engine is designed for high-performance computing, allowing to coordinate multi-tasks LLM agents which together are capable of analyze thousands of documents and data points per financial asset per second, aggregating faster generated insights for hundreds of global financial asset at scale.
A scalable and reliable global cloud platform infrastructure.
Our engine is powered by a highly-available and elastic AWS cloud high-performance computing infrastructure connected to a robust high-throughput global network that stores data in a low-latency distributed fault-tolerant, self-healing relational database system.
State-of-the-Art Generative AI Technologies
We use robust enterprise cloud platforms, such as Amazon Bedrock, powerful LLMs such as OpenAI GPT-4, Anthropic Claude, Cohere Command, and agents frameworks such as Bedrock Agents, LangChain Agents, AutoGen, and others.
About us
Innovative Financial Technology Platform
We have developed a robust cloud-based data platform to help quant traders and asset managers make data-driven investment decisions. Our proprietary trading simulation algorithm allows you to test your portfolio trading strategies before making any capital allocation enabling you to maximize returns with optimal risk-reward.
Hi-Tech Experience
Our core team have over twenty years of combined experience in cloud high-performance computing, blockchain, big data, machine learning, software engineering, mathematical algorithms, quantitative analysis, statistical models, and predictive analytics.
Focus on Actionable Results
Swarmode provides a robust cloud-based API platform that allows financial investors to leverage quantitative signals at scale with less risk, time, and costs. Our clients can tap into a vast source of quant-quality data signals covering global financial markets to set them for investment success and deliver alpha every day.
Contact Us
548 Market St. Suite 82876
San Francisco, CA