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Smart data analytics from JP Morgan-backed fintech

Trading activity generates huge quantities of raw transaction and pricing data and banks and funds are all looking to extract the value from this, largely untapped, data asset.

The ability to refine this raw data and distil it into meaningful ‘Smart Data’, where value can be extracted in the form of actionable insights can give them a major competitive advantage.

Enter Mosaic Smart Data, an amazing data analytics company, backed and used by JP Morgan to optimise the productivity and profitability of its global fixed income sales and trading division.

Matt Hodgson and his team at Mosaic have done an extraordinary job building technology to allow financial institutions to unite all of their fixed income, currencies and commodities (FICC) trading data into one powerful, real time viewpoint.

It means each function – from back office and compliance to traders, sales desks and managers – can see exactly what is going on in the FICC business in real time for the first time and at any level of detail, from the macro to the atomic

Mosaic was the first graduate of ‘In-Residence’, a J.P. Morgan programme created last year for technology start-ups looking to commercialise ideas that solve real-world challenges in financial services.

Chatsworth worked with Mosaic from the start, articulating their story, defining their brand and connecting them to their target audience of potential users and influencers.

Mosaic is now gathering real pace and has been voted one of the Fintech Top 50 in the influential rankings of hot start-ups.


Chatsworth was the first communications agency to focus on fintech. We’ve been building fintech reputations for 20 years, steering start-ups through launchgrowth and onto corporate action, and protecting and enhancing established infrastructures.

Looking for intelligent, informed and connected fintech PR which delivers results and value?

Get in touch and let us help build your reputation and tell your story.

LiquidityEdge licenses Mosaic MSX analytics platform

Liquidity Edge, the electronic US Treasuries trading venue, has signed a deal to license Mosaic Smart Data MSX platform to provide venue analytics across its portfolio of marketplaces.

Mosaic Smart Data will give LiquidityEdge a package of analytics that will help the latter to monitor and compare liquidity in the markets to ensure smooth market operation, better trading efficiency and growth facilitation.

These additional analytics will help in comprehending the transaction flow and behaviour of market participants and calculation of market impact, as well as transaction costs. The MSX platform has anomaly detection tools that are built on machine learning tools, that will point to any abnormal market activity that may trigger a rising issue. So, once such an action is detected, preventive measures will be taken to maintain normal market operations.

Market liquidity in fixed income decreases and this creates an obstacle for trading venues to acknowledge possible challenges in their platforms in advance and fix the issues, so solution to fix this problem are constantly sought after.

The deal between LiquidityEdge and Mosaic Smart Data is the result of long collaboration between the two to develop analytic tools for trading operations. The service will be first used by LiquidityEdge on the back-end to get insights on the performance of the trading venue, and afterwards – for insights for market participants.

LiquidityEdge will serve as a SaaS feature with the MSX platform fully managed by Mosaic Smart Data.

This is what the CEO of LiquidityEdge, Mr. Nichola Hunter said:

“We built LiquidityEdge to challenge existing market structures and ‘business as usual’ in the Treasuries market. So, we’re always on the lookout for innovation which will enable us to deliver a better experience to our users. The MSX platform harnesses the power of our order book to deliver finely grained analysis and actionable insights delivering performance improvements for LiquidityEdge and our users.”

Mosaic Smart Data launches instant reports for FICC analytics

Mosaic Smart Data (Mosaic), the real-time FICC data analytics company, has launched a new feature for its MSX platform enabling users to instantly generate text reports on their trading activity data using machine learning. The feature will be available to all MSX users and will allow a trading activity report, which would take a member of staff hours to create, to be generated instantly.

Using a machine learning technique called natural language generation (NLG), MSX can generate trading activity reports on any set of analytics on the platform including both voice and electronic trade data. These reports highlight trends and identify anomalies in the transaction data which provide points of interest for traders and sales teams. Using advanced machine learning techniques, the reports can also provide explanations for these anomalies, moving the analytics beyond simple description to providing causative analysis.

The feature offers significant productivity gains for banks’ staff by rapidly generating accurate reports which would otherwise take several hours to compile. The reports can be shared internally to monitor FICC performance or created to provide clients with additional insights on the market and their activities.

The data analysed by the NLG reports is fully customisable by the staff member and can be selected in real-time. This is subject to limits by permissioned controls set by compliance and management, ensuring that data and analytics is only viewable to staff authorized to see it.

Matthew Hodgson, CEO and founder of Mosaic Smart Data, said: “Having advanced analytics at your fingertips is one thing, but for it to really be powerful it needs to be comprehensible to anyone in the bank who needs to use it. This new feature allows users to instantly create the narrative around the data analytics, highlighting the key outliers or trends in the data which they need to pay attention to, enabling rapid understanding of the information.

“Imagine if the bank’s highest performing, most experienced quant could write all the reports it generates. And now imagine those reports could be produced in seconds across the entire global bank 24 hours a day. The gains in efficiency, performance and business insight would have an almost immediate impact on the bottom line.”

Mosaic Smart Data & Previse named in Europe’s 50 Hottest Fintechs

Last week, Fintech City unveiled the sixth annual list of Europe’s top fintech50 companies. The list is selected by a panel of internationally renowned figures across finance and technology from a long-list of 1,800 companies. We were very proud to see Mosaic Smart Data and Previse added to the list this year for the first time.

Drawn from both B2C fintechs and those aimed at the institutional market, the list includes a wide range of business models and technologies.

Mosaic Smart Data and Previse lead a strong contingent of data analytics and machine learning companies. Both companies have had huge success targeting these technologies at specific, previously unsolvable, business problems.

In the case of Mosaic, it is enabling institutions to, for the first time, see their fixed income, currencies and commodities business in real-time. It uses advanced analytics to enable sales teams to generate useable insights to boost their performance and improve client servicing. In the last twelve months, Mosaic announced its first client, secured funding and expanded its team.

Previse is using machine learning to enable large businesses to have their suppliers paid instantly. It has made it onto the list in just its second year of business after securing funding from the Scottish Government and welcoming senior business figures such as John Gildersleeve and David Tyler to its advisory board.

As well as analytics companies like Mosaic Smart Data and Previse, a big trend in the 2018 list are blockchain companies. The list includes businesses applying the technology to a range of fields, from wholesale payments settlement to digital identity and cybersecurity.

Data analytics and blockchain are moving beyond theory and are now actively transforming global finance. It is, therefore, no surprise that these technologies feature strongly in this list of the most exciting financial technology companies.

We are proud to be working with some of the companies in the vanguard of these changes, both in Europe and the United States.