Behind the Screens: How ipushpull Makes Data Work for You

At ipushpull, we understand the relentless pressure on financial institutions to not only deliver data faster but to ensure it's accurate, actionable and seamlessly integrated into critical workflows. Over the past year, we've focused on building and refining a set of powerful data transformation and workflow automation capabilities that take the heavy lifting out of handling client datasets that are often different to each other, complex and un-enriched.

In this blog, I’ll walk you through how we’re helping our customers turn chaotic inbound data from clients into a useful structure and what that means for your trading and business operations.

Supporting a Wide Range of Data Sources and Formats

Often, every client that wants to send data prefers to use new different channels. So, before transformation even begins, the data must be captured reliably and flexibly from wherever it originates. That’s why we’ve built ipushpull to support a broad spectrum of data sources and file formats:

• Structured files: CSV, Excel (XLS/XLSX), XML, JSON, TXT

• APIs: RESTful and proprietary APIs, capable of connecting to most market data vendors and client systems

• Messaging protocols: FIX, WebSocket and other streaming formats

• Cloud storage and databases: Google Drive, OneDrive, S3 buckets

• Chat-based inputs: Microsoft Teams, Slack, Symphony

This wide-ranging support allows clients to ingest both static and dynamic data, regardless of format or origin. We remove the need for manual file-wrangling and ensure that every input, no matter how complex, is ready for intelligent processing.

Data Transformation: From Fragmented Inputs to Standardised Structures

One of the biggest challenges facing our customers is data inconsistency. Whether it's trade blotters from external brokers, customer pricing requests or third-party data vendors, each data stream comes with its own format, schema, and quirks. Our platform is designed to ingest it all, make sense of it and standardise into one simple output.

We automatically convert these varied formats into standardised, schema-driven structures, creating a single source of truth that can be easily reused across internal systems. But this isn’t just a reformatting exercise. We layer in transformation logic that includes:

• Validation: Catching errors or anomalies before they hit downstream systems.

• Enrichment: Augmenting datasets with reference data, calculations, or derived metrics.

• Normalisation: Ensuring consistency in naming conventions, data types, and structures.

The result? Clean, reliable data that’s ready for action.

Visualisation and Workflow Automation: Real-Time Insight Meets Intelligent Delivery

Standardising data is just the start. Once structured, our platform brings it to life through interactive dashboards, enabling teams to monitor and explore their data in real time. These aren’t static reports - they’re live, connected views that reflect up-to-the-minute changes across markets and internal systems.

From there, we plug this enriched data directly into your team's workflows:

• Clear Dashboard of aggregated or transformed datasets to internal users, trading desks, or external counterparties, designed & configured bespoke for your business needs.

• Seamless integration into systems like booking platforms and risk engines.

• Historical comparisons and time-series analysis for better context and decision-making.

• Data delivery to cloud warehouses such as Snowflake & AWS, for advanced analytics and reporting.

We’re not just showing data, we’re making it move.

Tangible Benefits for Front-Office Teams

Our mission is to take friction out of the data supply chain. By doing so, we deliver a cascade of benefits that enhance front-office performance:

• Reduced manual effort: Say goodbye to spreadsheet wrangling and copy-paste routines.

• Greater accuracy and consistency: Structured data reduces the risk of errors and misinterpretation.

• Operational transparency: Everyone sees the same, reliable data and no more siloed views.

• Improved efficiency: Faster access to actionable data leads to better, quicker decisions.

Final Thoughts

As trading environments become more data-driven, the winners will be those who can transform information into action, at speed and at scale. At ipushpull, we’re proud to be enabling that transformation.

If you're interested in how our platform could simplify and supercharge your data workflows, I’d love to have a conversation.