Scientific Financial Systems

Scientific Financial Systems Quotient is our flagship product.

๐’๐„๐„ ๐…๐€๐‘๐“๐‡๐„๐‘ ๐…๐€๐’๐“๐„๐‘ - Better Data Science, Better Investment Decisions

SFS is a financial technology firm that provides analytical and modeling tools to the institutional investment community.

Try out the Quotient Native App on Snowflake Marketplace with built in U.S. Equity Fundamentals and Pricing Data!Start y...
01/28/2025

Try out the Quotient Native App on Snowflake Marketplace with built in U.S. Equity Fundamentals and Pricing Data!

Start your 30-day free trial now at https://bit.ly/3E957KZ

๐๐ฎ๐จ๐ญ๐ข๐ž๐ง๐ญ ๐ข๐ฌ ๐ง๐จ๐ฐ ๐ฅ๐ข๐ฏ๐ž ๐จ๐ง ๐’๐ง๐จ๐ฐ๐Ÿ๐ฅ๐š๐ค๐ž ๐Œ๐š๐ซ๐ค๐ž๐ญ๐ฉ๐ฅ๐š๐œ๐ž ๐ฐ๐ข๐ญ๐ก ๐‹๐’๐„๐† ๐๐š๐ญ๐šOur ๐๐ฎ๐จ๐ญ๐ข๐ž๐ง๐ญ analytics toolkit is now available on the Snowf...
01/24/2025

๐๐ฎ๐จ๐ญ๐ข๐ž๐ง๐ญ ๐ข๐ฌ ๐ง๐จ๐ฐ ๐ฅ๐ข๐ฏ๐ž ๐จ๐ง ๐’๐ง๐จ๐ฐ๐Ÿ๐ฅ๐š๐ค๐ž ๐Œ๐š๐ซ๐ค๐ž๐ญ๐ฉ๐ฅ๐š๐œ๐ž ๐ฐ๐ข๐ญ๐ก ๐‹๐’๐„๐† ๐๐š๐ญ๐š

Our ๐๐ฎ๐จ๐ญ๐ข๐ž๐ง๐ญ analytics toolkit is now available on the Snowflake ๐Œ๐š๐ซ๐ค๐ž๐ญ๐ฉ๐ฅ๐š๐œ๐ž ๐š๐ฌ ๐š ๐๐š๐ญ๐ข๐ฏ๐ž ๐€๐ฉ๐ฉ! Get all of Quotientโ€™s features, including our Backtester, Forecaster, and Visualization tools, with the added security of having your data and compute all in one place. With this new architecture, you get:
โœ… ๐„๐ง๐ก๐š๐ง๐œ๐ž๐ ๐๐ž๐ซ๐Ÿ๐จ๐ซ๐ฆ๐š๐ง๐œ๐ž
โœ… ๐€๐๐๐ž๐ ๐’๐ž๐œ๐ฎ๐ซ๐ข๐ญ๐ฒ ๐š๐ง๐ ๐ƒ๐š๐ญ๐š ๐†๐จ๐ฏ๐ž๐ซ๐ง๐š๐ง๐œ๐ž
โœ… ๐„๐ฏ๐ž๐ง ๐…๐š๐ฌ๐ญ๐ž๐ซ ๐ˆ๐ง๐ฌ๐ญ๐š๐ฅ๐ฅ๐š๐ญ๐ข๐จ๐ง ๐š๐ง๐ ๐ƒ๐ž๐ฉ๐ฅ๐จ๐ฒ๐ฆ๐ž๐ง๐ญ

Access ๐‹๐จ๐ง๐๐จ๐ง ๐’๐ญ๐จ๐œ๐ค ๐„๐ฑ๐œ๐ก๐š๐ง๐ ๐ž ๐†๐ซ๐จ๐ฎ๐ฉ'๐ฌ (๐‹๐’๐„๐†) ๐๐ฎ๐š๐ง๐ญ๐ข๐ญ๐š๐ญ๐ข๐ฏ๐ž ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ database with your licensed data share that integrates with Quotient.

๐†๐ž๐ญ ๐ฌ๐ญ๐š๐ซ๐ญ๐ž๐ ๐ง๐จ๐ฐ ๐ฐ๐ข๐ญ๐ก ๐š ๐Ÿ‘๐ŸŽ-๐๐š๐ฒ ๐Ÿ๐ซ๐ž๐ž ๐ญ๐ซ๐ข๐š๐ฅ ๐จ๐Ÿ ๐๐ฎ๐จ๐ญ๐ข๐ž๐ง๐ญ
at https://bit.ly/3E957KZ

Learn how you can get to alpha faster with tools created by leading Quantitative Analysts and Data Scientists from SFS.

01/17/2025

๐ˆ๐ง๐ญ๐ซ๐จ๐๐ฎ๐œ๐ข๐ง๐  ๐ญ๐ก๐ž ๐„๐ฏ๐ž๐ง๐ญ ๐’๐ญ๐ฎ๐๐ฒ ๐“๐จ๐จ๐ฅ ๐ข๐ง ๐๐ฎ๐จ๐ญ๐ข๐ž๐ง๐ญ

Scientific Financial Systems proudly presents the Event Study tool, a standout feature of our flagship product, Quotient. Designed for financial professionals and researchers, this powerful tool streamlines the process of analyzing market reactions to significant events, enabling smarter, data-driven decision-making.

๐–๐ก๐š๐ญ ๐ข๐ฌ ๐š๐ง ๐„๐ฏ๐ž๐ง๐ญ ๐’๐ญ๐ฎ๐๐ฒ?

An event study is a widely used analytical method in finance to measure the impact of specific occurrences, such as earnings announcements, regulatory changes, or geopolitical events, on stock prices and market behavior. By isolating these events, professionals can assess their effects on asset returns, providing critical insights into market efficiency and investor sentiment.

Learn more about Quotient and its Event Study capabilities: https://bit.ly/4fYelqB

Struggling to get the most use out of your data? ๐’๐ž๐ž ๐Ÿ๐š๐ซ๐ญ๐ก๐ž๐ซ ๐Ÿ๐š๐ฌ๐ญ๐ž๐ซ with Quotient data science analytics.๐–๐ข๐ญ๐ก ๐š ๐๐ฎ๐จ๐ญ๐ข๐ž๐ง๐ญ...
12/18/2024

Struggling to get the most use out of your data? ๐’๐ž๐ž ๐Ÿ๐š๐ซ๐ญ๐ก๐ž๐ซ ๐Ÿ๐š๐ฌ๐ญ๐ž๐ซ with Quotient data science analytics.

๐–๐ข๐ญ๐ก ๐š ๐๐ฎ๐จ๐ญ๐ข๐ž๐ง๐ญ ๐ฅ๐ข๐œ๐ž๐ง๐ฌ๐ž, ๐ฒ๐จ๐ฎ ๐ซ๐ž๐œ๐ž๐ข๐ฏ๐ž:
โœ… Factor Library of 300 pre-built Factors
โœ… Factor Builder
โœ… Multi-Factor Modeler
โœ… Backtester
โœ… Screener
โœ… Data Mapper
โœ… Forecaster
โœ… Report Builder
โœ… Event Study

๐ƒ๐š๐ญ๐š:
We are now offering a 30-day free trial of Quotient with a choice of ๐‹๐’๐„๐†'๐ฌ ๐๐ฎ๐š๐ง๐ญ๐ข๐ญ๐š๐ญ๐ข๐ฏ๐ž ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ over Snowflake for Fundamentals, Estimates, and Pricing for US and Global equities data and US Equities Pricing and Fundamentals with Intrinio data sets.

๐“๐ฐ๐จ ๐ž๐ง๐ฏ๐ข๐ซ๐จ๐ง๐ฆ๐ž๐ง๐ญ ๐จ๐ฉ๐ญ๐ข๐จ๐ง๐ฌ:
๐ŸŽฏ Quotient Native App on Snowflake or ๐ŸŽฏ Quotient SaaS version

We are here to help with training and set up needs.

Would you to set up a call to learn more? Contact us now! Visit our website at www.scifinsys.com

๐€๐ฌ ๐š ๐๐Ÿ๐ ๐Ÿ๐ข๐ง๐ญ๐ž๐œ๐ก ๐ฌ๐ญ๐š๐ซ๐ญ๐ฎ๐ฉ, we closely monitor funding trends in order to plan our capital raises and drive growth. Throug...
12/12/2024

๐€๐ฌ ๐š ๐๐Ÿ๐ ๐Ÿ๐ข๐ง๐ญ๐ž๐œ๐ก ๐ฌ๐ญ๐š๐ซ๐ญ๐ฎ๐ฉ, we closely monitor funding trends in order to plan our capital raises and drive growth. Through the Harvard Innovation Labs ๐€๐ฅ๐ฎ๐ฆ๐ง๐ข ๐‹๐‹๐— ๐†๐ž๐จ ๐€๐œ๐œ๐ž๐ฅ๐ž๐ซ๐š๐ญ๐จ๐ซ ๐ฉ๐ซ๐จ๐ ๐ซ๐š๐ฆ, we gain invaluable insights from peers and mentors, equipping us with tools to navigate todayโ€™s competitive fundraising landscape.

We are currently seeing a shift in fundraising targets:
๐’๐ž๐ž๐ ๐’๐ญ๐š๐ ๐ž ๐€๐‘๐‘ ๐“๐š๐ซ๐ ๐ž๐ญ๐ฌ
โœ… Previously: Seed rounds were often raised with minimal ARR, frequently below $250,000.
โœ… Now: Startups typically require $250,000โ€“$1 million ARR to secure $3 million or more.
โœ… Key Shift: Investors now demand proof of early traction and validated product-market fit, emphasizing revenue growth and scalability.

๐’๐ž๐ซ๐ข๐ž๐ฌ ๐€ ๐€๐‘๐‘ ๐“๐š๐ซ๐ ๐ž๐ญ๐ฌ
โœ… Previously: Startups with under $1 million ARR often raised Series A rounds.
โœ… Now: A minimum of $1.5 million ARR, coupled with 100%+ YoY growth, is the new standard.
โœ… Key Shift: Series A investors prioritize scalable, repeatable revenue models and strong metrics like customer retention and unit economics.

๐‘๐ž๐š๐ฌ๐จ๐ง๐ฌ ๐Ÿ๐จ๐ซ ๐ญ๐ก๐ž ๐’๐ก๐ข๐Ÿ๐ญ
โœ… Investor Expectations: The rise of AI and other efficiencies has
enabled startups to do more with less, so investors expect higher
performance with fewer resources.
โœ… Market Maturity: Increasing competition in the startup ecosystem has raised the bar for funding readiness.
โœ… Exit Pressures: Investors seek larger returns and more substantial businesses that can scale quickly post-investment.

These changes highlight the need for startups to demonstrate clear revenue growth, customer traction, and operational efficiency to secure funding in todayโ€™s market.

Given revenue benchmarks have risen for Seed and Series A rounds, early-stage startups are seeking these key funding sources to bridge gaps and grow:
โœ… ๐†๐ซ๐š๐ง๐ญ๐ฌ ๐š๐ง๐ ๐‚๐จ๐ฆ๐ฉ๐ž๐ญ๐ข๐ญ๐ข๐จ๐ง๐ฌ: Programs like SBIR/STTR fund research-driven projects without repayment.
โœ… ๐๐ซ๐ž-๐’๐ž๐ž๐ ๐š๐ง๐ ๐€๐ง๐ ๐ž๐ฅ ๐ˆ๐ง๐ฏ๐ž๐ฌ๐ญ๐จ๐ซ๐ฌ: Focused on vision and team, not ARR.
โœ… ๐‘๐ž๐ฏ๐ž๐ง๐ฎ๐ž-๐๐š๐ฌ๐ž๐ ๐…๐ข๐ง๐š๐ง๐œ๐ข๐ง๐  (๐‘๐๐…): Platforms like CapChase offer revenue-tied funding without equity loss.
โœ… ๐€๐œ๐œ๐ž๐ฅ๐ž๐ซ๐š๐ญ๐จ๐ซ๐ฌ: Programs like Y Combinator and Plug and Play provide funding, mentorship, and networking.
โœ… ๐‚๐ซ๐จ๐ฐ๐๐Ÿ๐ฎ๐ง๐๐ข๐ง๐ : Platforms like Kickstarter support pre-sales-based fundraising.
โœ… ๐‹๐จ๐š๐ง๐ฌ: Platforms like Kiva provide small loans for working capital.
โœ… ๐๐จ๐จ๐ญ๐ฌ๐ญ๐ซ๐š๐ฉ๐ฉ๐ข๐ง๐ : Pre-sales or advance payments fund development while maintaining control.

By leveraging these options, startups can secure resources, scale sustainably, and prepare for future funding rounds.

11/15/2024

๐–๐š๐ง๐ญ ๐ญ๐จ ๐ฎ๐ง๐ฅ๐จ๐œ๐ค ๐ญ๐ก๐ž ๐ญ๐ซ๐ฎ๐ž ๐ฉ๐จ๐ญ๐ž๐ง๐ญ๐ข๐š๐ฅ ๐จ๐Ÿ ๐๐ฎ๐จ๐ญ๐ข๐ž๐ง๐ญ?

Our very own Christian Clay, Quant Engineer extraordinaire, has just released a video demonstrating the seamless integration of Jupyter Notebook within Quotient. ๐Ÿคฏ

In this video, you'll learn how to:

โœ…Effortlessly import and analyze your data
โœ…Build and test sophisticated financial models
โœ…Generate insightful visualizations to share with colleagues

This is a game-changer for Quotient users!

11/14/2024

Hereโ€™s something inspiring from our journey! SFS, a proud 2024 Snowflake Startup Challenge Finalist, recently took the spotlight on NYSE Floor Talk with Judy Khan Shaw. In this engaging interview, Peter Millington, our Founder and CTO, and Anne Millington, our CEO, share their vision for using advanced data science and technology to drive smarter, data-driven investment strategies. As a recognized leader in financial innovation, SFS is pioneering solutions that redefine how the financial industry leverages data. Catch the full interview to see how we're advancing the future of quantitative finance!

๐ŸŽ‰ We're thrilled to announce that SFS has been selected for the Harvard Innovation Labs LLX GEO Accelerator! ๐Ÿš€Being part...
10/25/2024

๐ŸŽ‰ We're thrilled to announce that SFS has been selected for the Harvard Innovation Labs LLX GEO Accelerator! ๐Ÿš€

Being part of this prestigious program means we'll be connecting with amazing innovators and learning from the best in FinTech. ๐Ÿง  This incredible opportunity will help us enhance Quotient and deliver even more value to our customers. ๐Ÿ“ˆ

Huge thanks to the Harvard Innovation Labs team! ๐Ÿ™ We're excited for the journey ahead and can't wait to see where it leads us. โœจ

Read more here: https://bit.ly/3BZf10M

Harvard Innovation Labs is proud to introduce the 2024-2025 cohort of Launch Lab X (formerly known as LLX GEO)! From a pool of over 200 applications, 19โ€ฆ

What an incredible experience it was to be a part of the Snowflake Start Up event at the historic NYSE!  We're honored t...
10/17/2024

What an incredible experience it was to be a part of the Snowflake Start Up event at the historic NYSE! We're honored to have been named a top 3 finalist alongside SignalFlare.ai and BigGeo โ€“ congratulations to them as well!

A huge thank you to everyone who supported us on this journey, including Denise Persson, Lynn Martin, Judy Khan Shaw, Kate Landmann, Benjamin Gotfredson, Carly Hayden, Harsha Kapre, Grace Johnson, Bryan Lenker, CFA, and the entire NYSE team. As a longstanding symbol of American innovation for over 230 years, the NYSE continues to champion new technologies like SFS. We're incredibly proud to be part of the financial markets in America and to empower our customers to bring their creativity to the market using SFS's analytical tools.

And a special shout out to Anne Millington, Peter Millington, and Kathleen McCue for representing SFS at the NYSE closing bell!

๐“๐ข๐ซ๐ž๐ ๐จ๐Ÿ ๐‚๐จ๐ฆ๐ฉ๐ฅ๐ž๐ฑ ๐…๐ข๐ง๐š๐ง๐œ๐ข๐š๐ฅ ๐ƒ๐š๐ญ๐š?Say goodbye to complicated queries and hello to natural language interaction with SFS's ...
10/09/2024

๐“๐ข๐ซ๐ž๐ ๐จ๐Ÿ ๐‚๐จ๐ฆ๐ฉ๐ฅ๐ž๐ฑ ๐…๐ข๐ง๐š๐ง๐œ๐ข๐š๐ฅ ๐ƒ๐š๐ญ๐š?

Say goodbye to complicated queries and hello to natural language interaction with SFS's Quotientโ„ข Powered by Snowflake Cortex Copilot Analyst, Quotientโ„ข lets you:

โœ… Ask questions in plain English ๐Ÿ—ฃ๏ธ
โœ… Get instant answers and insights ๐Ÿง 
โœ… Make data-driven decisions with ease ๐Ÿ“ˆ

No more struggling with technical jargon or SQL. Just ask questions like "What were my most popular datasets last month?" and get instant visualizations.

Ready to simplify your financial analysis? Read the full text on our website. Click the link: https://scifinsys.com/empowering-data-exploration-natural-language-queries-with-snowflake-cortex-in-sfss-quotient/

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kipi.ai has established itself as the ultimate experts in delivering cutting-edge AI solutions within the Snowflake plat...
09/06/2024

kipi.ai has established itself as the ultimate experts in delivering cutting-edge AI solutions within the Snowflake platform, which is now the recognized as the pre-eminent platform for the latest AI technologies.

At SFS, we are thrilled to be strategic long-term partners of both Kipi and Snowflake, allowing us to benefit from their combined experience and acumen.

SFS is now utilizing AI to extend the reach and power of our Quotient analytical platform. + AI will enable users to perform complex financial analysis at a scale and speed never before possible.

Combining new AI capabilities with the depth of Snowflakeโ€™s data cloud will unleash the full power of AI solutions to solve new and exciting problems.

Itโ€™s not what AI does, but what AI does for us!

With partners like Snowflake and Kipi.ai, SFS can cultivate and deliver next generation AI solutions for the investment management industry.

https://lnkd.in/gZnUmx2Y

Iโ€™m proud to announce the evolution of kipi.bi into kipi.ai. This transition is more than a rebrandโ€”it represents our forward-thinking approach to AI and dataโ€ฆ | 20 comments on LinkedIn

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