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FlexQuery: 5 Advantages for BI Leaders and Knowledge Product Builders


When you observe GoodData or any of our staff members on social media, then you will have seen a flutter of exercise round one thing known as FlexQuery this week. However should you’re in a task that bridges each enterprise and technical domains, the relevance of this to your day-to-day might not be fully clear. Worry not although, as this text goals to interrupt it down for you!

Everyone knows that the proliferation of knowledge sources and escalating volumes pose vital challenges and there are seemingly dozens of instruments on the market that declare to unravel them. Nonetheless, to take action requires analysis time, budgeting, RFIs, vendor administration, procurement groups, and so forth.

Thankfully, FlexQuery now provides the advantage of not solely enhancing your information administration capabilities but additionally unlocking new potential — like AI, ML, direct information feeds, reside information streaming, caching and controls, and way more. As such, should you’re available in the market for a brand new analytics resolution or you’re already a GoodData buyer, you want look no additional.

So, to avoid wasting you time and to keep away from confusion learn on for the highest 5 advantages of FlexQuery that you simply’ll discover essentially the most precious.

1. Semantic and metrics layer for information governance

Our semantic and metrics layer is the key sauce of FlexQuery. Outline as soon as, reuse an infinite variety of occasions in our dashboards, in Python and React purposes, and even in competitor merchandise — all because of our headless metrics engine. FlexQuery connects your information work to your whole downstream makes use of; be that BI, software improvement, or machine studying.

2. Diminished prices via optimized information processing

FlexQuery is constructed on Apache Arrow, which we’ve taken full benefit of to construct a sequence of caches to enhance question efficiency and scale back load — and subsequently value — on information warehouses or information lakes. We retailer full and partial question end result units for reuse at runtime, certain in fact by your safety and tenancy necessities. We additionally provide the management to pre-cache information on the desk, mannequin, visualization, or dashboard stage to make sure nice efficiency to your most crucial property.

3. Empower your groups to leverage open-source applied sciences

At its coronary heart, FlexQuery is a composable information service layer. This implies you could write pluggable FlexQuery modules to carry out practically any data-related activity you may consider. Whether or not it’s including a brand new information supply, manipulating information in pandas information frames, or making use of advanced, AI-driven transformations, FlexQuery enables you to construct the instruments you must ship to your finish customers.

4. Keep away from information integration challenges with information federation

Knowledge federation on the BI layer is inevitable. Due to FlexQuery, now you can mix information from any variety of techniques, pre-aggregated in reminiscence or on the fly at runtime. This provides you supreme management over the place and when computation happens to maximise efficiency and reduce prices whereas letting your analytics engineers mix information to ship options shortly.

5. Keep away from much more information integration challenges with information materialization

FlexQuery enables you to pre-compute and materialize information into GoodData as you see match. You may choose particular person tables or whole fashions for materialization, or materialize SQL end result units. We provide the full suite of SQL capabilities to carry out joins, calculations, logical operations, and transformations and use the ensuing information simply as you’d some other desk in your mannequin.

In abstract, GoodData’s FlexQuery offers greater than only a instrument, however a strategic edge for BI leaders and information product builders alike as a holistic resolution to trendy information administration. Embracing FlexQuery, which is out there for all GoodData prospects, can drive effectivity, value financial savings, and innovation as organizations transfer nearer to their data-driven goals.

To be taught extra about FlexQuery, its advantages, and the underlying expertise head right here. Alternatively, request a demo and we’ll present you the way it all works.

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