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Capital Markets innovation and the FinTech landscape

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Trading Pre-trade analytics Trade execution<br />

Post-trade<br />

analytics<br />

Post-trade analytics<br />

As we noted earlier, it can be difficult for investment banks<br />

to increase <strong>the</strong>ir revenues in <strong>the</strong> current environment.<br />

Detailed analysis of trade data can provide banks with<br />

unique insights into potential areas for profit generation.<br />

To take advantage of <strong>the</strong>se opportunities, it is crucial that<br />

<strong>the</strong>y have a framework in place that enables <strong>the</strong>m to interpret<br />

<strong>and</strong> make sense of <strong>the</strong> “noise” — <strong>and</strong> thus identify opportunities<br />

as <strong>the</strong>y emerge.<br />

Legacy infrastructure, a proliferation of booking systems <strong>and</strong><br />

<strong>the</strong> use of convoluted processes to enrich trade data can hamper<br />

<strong>innovation</strong> in this space. But if <strong>the</strong>se issues can be overcome,<br />

<strong>the</strong>re are a number of opportunities available for <strong>innovation</strong>.<br />

One such opportunity is in enabling enhanced post-trade<br />

transparency. The need for this is being driven primarily<br />

by incoming regulations such as MiFID II, which m<strong>and</strong>ates<br />

<strong>the</strong> publishing of anonymized data to <strong>the</strong> market across all<br />

asset classes.<br />

We have observed innovative solutions that provide post-trade<br />

transparency in <strong>the</strong> FX market. This is selling mainly to <strong>the</strong> buy<br />

side to allow <strong>the</strong>m to see <strong>the</strong> price achieved versus o<strong>the</strong>r market<br />

rates, so <strong>the</strong>y can start to inform <strong>the</strong>mselves on who from <strong>the</strong><br />

sell side is providing <strong>the</strong> best prices. There’s also a use case in<br />

<strong>the</strong> sell side for compliance purposes, to expose any examples<br />

of super-normal profits.<br />

Advanced Analytics can also be applied post trade to showcase<br />

where traders have left money on <strong>the</strong> table. By analyzing <strong>the</strong><br />

actual trades executed <strong>and</strong> comparing <strong>the</strong>se with <strong>the</strong> market<br />

news <strong>and</strong> data available to <strong>the</strong> trader, algorithms can identify<br />

suboptimal trading strategies. Taken to <strong>the</strong> next level, this<br />

analysis could be performed in real time, with warnings being<br />

provided to a trader who has not appeared to act appropriately<br />

in response to a piece of economic data or sentiment analysis.<br />

The same data could also be used to support market abuse<br />

investigations.<br />

<strong>Capital</strong> <strong>Markets</strong>: Innovation <strong>and</strong> <strong>the</strong> <strong>FinTech</strong> l<strong>and</strong>scape | 39

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