As a company Heckyl is known for its big data capabilities finding, collecting, analysing and visualising millions of data sources from around the world, to provide actionable financial insight.



Heckyl - portfolio analysis

Heckyl logo

This data can then be provided to end users, such as retail traders to help them make informed investment decisions.

However, valuable big data also resides within financial institutions and if analysed and visualised in the right way, can be even more powerful. This is the other side of Heckyl’s approach – working with brokers to harness the data they have internally, sometimes mixing it with the external data we also collect.

The continued commoditisation of market data means that retail traders can find share price and fundamental data from a wide variety of sources. The challenge facing retail brokers in the UK market is differentiating their platform and keeping clients engaged.

Utilising some of Heckyl’s external data sets such as sentiment and twitter alerts is a good approach.

However there is a vast source of internal data that Heckyl can help brokers analyse and visualise, to help their end clients become better traders.

By analysing the clients trading details Heckyl is able to build up a profile of the user and help them understand their strengths and weaknesses, with the aim of making them a more profitable trader.

Heckyl’s has recently deployed this new Portfolio Analytics platform for a number of clients in India and we believe it represents the next generation for trading platforms. Deployed as a ‘black box’ within the broker’s infrastructure, the system analyses a number of key parameters to provide a 360-degree view.

The system provides a number of views, providing key details and analysis for the retail trader. The summary screen offers a high level view of the users’ portfolio, including asset allocation and top gainers and losers.

The performance view provides the key metrics to help users understand their trading style. The system analyses the users past and current trading to provide a ranking with regard to:


  • Risk management
  • Trading performance
  • Experience
  • Timing


The charting allows a user to review their trading performance over various timeframes, as well as filtering based on realised and unrealised gains. An overview is also provided of the users’ performance over the last year along with their risk characteristics.

The portfolio holdings screen allows users to see their entire holdings, with key metrics, as well as grouping holdings based on sectors or market cap, also allowing them to filter and analyse their holdings based on personal parameters.



Heckyl portfolio analysis


Fig 1 – Portfolio Holdings Screen


The trade analytics view allows a user to review their trading behaviour, such as the most and least profitable trades, which sector and market size investments have been most effective. It also displays the best additions, best exclusions, worst additions and the worst exclusions to the portfolio. This helps the user to find out their strengths, missed opportunities and fine-tune entry and exit points for trades, to help them find their best trading strategies.

In addition to this client view, Heckyl also provides its brokers with a real-time dashboard of client behaviour and trading statistics.


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Fig 2 – Trading Profile Screen


The vast sources of data available from the Internet are hugely valuable, but the analysis and visualisation of internal broker data is even more powerful, when done effectively.

Here at Heckyl we believe that this is the future for online research and trading platforms for retail brokers. Presenting flat data is no longer sufficient to help users navigate the world of trading, we are moving into a time of smart analysis and actionable data. The interpretation and presentation of the underlying data is crucial for both brokers and their clients.

By educating the end user in how to be a better trader brokers can help them become better investors, at the same time helping their own business develop and grow.


Reliance Technologies and Heckyl bring TICK trading technology




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