Finance

Here's the 20-page pitch deck used by QC Ware, a fintech that is 'data science on steroids' for companies like Airbus, Goldman Sachs, and BMW Group

Head shot of Matt Johnson, CEO of QC Ware
QC Ware CEO Matt Johnson. QC Ware
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Even though banks and hedge funds are still several years out from adding quantum computing to their tech arsenals, that hasn't stopped Wall Street giants from investing time and money into the emerging technology class. 

And momentum for QC Ware, a startup looking to cut the time and resources it takes to use quantum computing, is accelerating. The fintech secured a $25 million Series B on September 29 co-led by Koch Disruptive Technologies and Covestro with participation from D.E. Shaw, Citi, and Samsung Ventures.

QC Ware, founded in 2014, builds quantum algorithms for the likes of Goldman Sachs (which led the fintech's Series A), Airbus, and BMW Group. The algorithms, which are effectively code bases that include quantum processing elements, can run on any of the four main public-cloud providers.

Quantum computing allows companies to do complex calculations faster than traditional computers by using a form of physics that runs on quantum bits as opposed to the traditional 1s and 0s that computers use. This is especially helpful in banking for risk analytics or algorithmic trading, where executing calculations milliseconds faster than the competition can give firms a leg up. 

"With all of our investors, with every one, there is a strategic dimension to the investment," QC Ware CEO Matt Johnson told Insider. "Almost every one of our investors cares about having a front-row seat as the technology develops."

And while quantum computing has significant potential, the resources required to use it are still too great to be more cost effective than traditional computers. 

QC Ware aims to mitigate that by designing algorithms that reduce the resource requirements of quantum computers by using the minimum amount of steps to solve the problem. 

For instance, QC Ware's collaboration with Goldman Sachs to design an algorithm to speed derivatives pricing calculations reduced the wait time for the required quantum hardware from 10 years to five, said Yianni Gamvros, QC Ware head of business development.

Since each algorithm is built per use case, QC Ware will use the new funds to double its team to 60, staffing up on quantum engineers to build the specialized algorithms and software engineers to build out a more expansive cloud service.

Here is the pitch deck QC Ware used to raise its $25 million Series B.

QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware
QC Ware pitch deck
QC Ware

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Bianca covered the intersection of finance and technology for Business Insider as a senior reporter, writing about the behind-the-scenes tech powering the country's largest financial firms. She is interested in all things cloud, data, AI and machine learning, crypto and blockchain, and cybersecurity.Her reporting has taken readers inside some of the biggest banks, hedge funds, private equity firms, and asset managers and their playbooks for spending billions every year on technology. When she's not covering finance giants, Bianca also brings readers to the bleeding edge of fintech innovation, frequently covering exciting and scrappy startups and the giant VC investors backing them. Selected works:Everything we know about how Wall Street is adopting AI, from Goldman Sachs to BlackstoneJamie Dimon says to quit if you don't like his RTO demands. Some of his tech workers might do just that.Here are 49 of the most promising fintech startups transforming how we bank, invest, and pay, according to 27 top investorsAI is fueling a culture clash inside hedge fundsInside AI's transformation of Wall Street, according to 35 insiders at banks, hedge funds, and asset managersThe secretive world of Wall Street technology is opening up like never beforeWall Street's top tech priority: building internal search engines