Steps Ahead

Harnessing the power of AI and automation to transform FICC information into actionable insight

Current market conditions have created a turbulent period for banks across the globe. For those that have remained profitable, a laser-sharp focus on efficiency has become central to their businesses. Sales and trading teams must be equipped with tools to improve productivity and efficiency in a cost-effective manner against a backdrop of cost cutting and headcount slimming.

Thankfully, AI and automated data analytics technology can change the ways in which FICC-trading investment banks can engage with their clients and help them do more with less. As McKinsey stated in a recent report, to capitalise on the opportunities of AI, investment banks “can make targeted investments that will drive productivity tailored to their unique client and product franchises. They will need to pay particular attention to choosing the right gen AI use cases, building capabilities that can scale, and managing the associated risks.”

Taking interest rate swaps as an example, how can an automated, AI-driven data analytics solution turn raw, unstructured data into an actionable insight and help FICC traders and salespeople do more with less?

STEP 1

Aggregation – gathering all fragmented IRS data from across the organisation into one holistic view. Automate previously manual daily, weekly and monthly data aggregation tasks

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STEP 2

Enrichment – filling in the gaps of any missing IRS data to ensure a comprehensive data set

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Step 3

Normalisation – standardising unstructured data into one normalised format.

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STEP 4

Real-time alerts – benefit from automated alerts on when yield curve is going to flatten or steepen, giving you the intel exactly when you need to take action

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STEP 5

Automated reporting – NLG-powered reports helps give ideas to our salespeople that they can bring up to their clients

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STEP 6

AI-driven predictive analytics – anticipate client and IRS market behaviour and act accordingly

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Now analytics is automated and running 24/7, the following value-added functionality can be implemented:

Now the bank has a reason to contact its client with a targeted IRS opportunity. Mosaic automated a process that led to an action that is beneficial for both bank and client.