Data Validation and Reconciliation
Throughout the data onboarding and management process, vendor-specific and custom data quality checks are applied to validate integrity and completeness at each stage — allowing us to flag, isolate, and remediate upstream issues before they impact downstream usage.
We provide users with a clear, visual overview of their entire data quality landscape, —offering reassurance around the integrity and completeness of their datasets.
"INQDATA's expertise has revolutionised how we leverage market data for analytics. By optimising performance and ensuring seamless access, our quant team can now focus on delivering impactful insights without being hindered by infrastructure challenge"
David Hales, Head Quant, IG Group
No offence, we’re better at Market Data Onboarding than you
We take the hassle, heavy lifting, and complexity out of market data onboarding, freeing your valuable technical teams to focus on what truly drives your business. Backed by decades of industry experience, INQDATA’s expert developers and data specialists integrate, manage, enrich, and provide access to datasets tailored to your internal workflows, data strategy, and business priorities.
A partnership, not a catalogue
We recognize every client has unique data requirements, even for the same dataset. Our onboarding isn’t about ticking boxes or offering thousands of off-the-shelf integrations. We design tailored onboarding strategies aligned to your data roadmap - built for performance, flexibility, and long-term scale.
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Defining & Mapping Your Data Requirements
Our engineering team and data experts have significant experience in delivering solutions for some of the world’s largest financial institutions and work closely with your team to precisely define your data requirements, strategy, architecture, and roadmap.
Vendor Onboarding and Delivery Optimization
We align directly with your chosen data vendors - integrating their products or services into the INQDATA platform, even if we haven’t onboarded them that specific vendor before.
But integration is just the beginning. We engineer high-performance ingestion pipelines tailored to each vendor’s delivery architecture and optimizing for scale – based on the structure and granularity of your required datasets.
Our cloud-native infrastructure allows us to dynamically spin up parallel compute nodes to ingest and process large volumes of data rapidly. We orchestrate this processing and stitching logic to ensure datasets are complete, coherent, and persisted reliably into our environment.
Cloud-Native Storage Tiering
We align storage dynamically to your usage patterns, access needs, and budget — optimizing how your data is stored across multiple layers. Most users only need a window of their full data scope at any one time. Our platform ensures the data you need is immediately accessible, while the rest is intelligently tiered for cost efficiency.
This isn’t a static setup. We continuously monitor access patterns and migrate data between tiers to ensure performance and cost are always optimized.
Ongoing Maintenance and Support
We manage the operational lifecycle of your data: from vendor-side changes and schema updates to format shifts and all aspects of ongoing support. Think of us as your embedded data operations team —without the resource overhead.
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