Knowledge is all the time fragmented throughout a number of methods, making it tough for companies to combine and entry the insights they want quick sufficient. Conventional knowledge integration strategies are sometimes sluggish and cumbersome, creating bottlenecks that impede instant decision-making.
FlexConnect is a knowledge connection and compute service inside the GoodData Analytics Lake that addresses these challenges by enabling companies to construct customized knowledge connectors for any knowledge supply — whether or not cloud-based, on-premises, or homegrown. This self-service, versatile resolution permits groups to entry and rework knowledge on the fly, considerably accelerating Time to Worth (TtV).
Past velocity, FlexConnect ensures safety and governance at each stage by permitting enterprise logic to be embedded instantly into the info connection itself. Because of this at run-time, the logic is executed when the info is returned. FlexConnect maintains the integrity of your knowledge whereas assembly regulatory requirements, decreasing the dangers related to knowledge dealing with.
*Good to know: The Analytics Lake varieties a ‘composable knowledge service structure’ that mixes one of the best open-source knowledge companies to ship knowledge governance, excessive concurrency, multi-tenancy, and environment friendly efficiency for knowledge product builders.*
Why FlexConnect Is Your Knowledge Integration Answer
FlexConnect permits environment friendly knowledge integration with out compromising flexibility or efficiency. Right here’s what it offers:
Common Knowledge Supply Connectivity
FlexConnect connects companies to a variety of information sources — cloud-based, on-premises, hybrid, SQL, NoSQL, APIs, and machine studying fashions. With this seamless integration, organizations can entry nearly any knowledge supply with out counting on third-party options.
Self-Service Integration
Empower groups to construct and handle their very own knowledge connections with out counting on vendor help. This self-service method reduces delays, accelerates personalized knowledge pipeline creation, and improves Time to Worth.
Embedded Knowledge Processing
FlexConnect permits customers to construct on-the-fly transformations, apply complicated enterprise logic, or name ML operations. This logic is executed at run-time inside the connection itself, guaranteeing essential enterprise guidelines and transformation logic are utilized in all conditions.
Integration With GoodData
As soon as processed, FlexConnect integrates the reworked knowledge into the semantic mannequin, guaranteeing unified and high-quality analytics throughout all endpoints — dashboards, APIs, and SDKs.
FlexConnect Structure
To dive deeper into FlexConnect’s structure and perceive the way it works within the context of the GoodData platform in enabling real-time huge knowledge processing, high-speed analytics, and customized computations (e.g., through Python and Rust), learn our detailed technical article [here].
How FlexConnect Powers Knowledge Integration for Trade Success
FlexConnect gives a flexible resolution for various industries, supporting high-performance analytics and enabling environment friendly knowledge workflows. Under are some examples of how completely different sectors can leverage FlexConnect to drive actionable insights and enhance decision-making:
Integration of Exterior APIs
Whether or not integrating with third-party APIs or inside methods, FlexConnect gives customized connectors that combine knowledge instantly into GoodData’s semantic mannequin. This streamlines workflows and eliminates the necessity for sluggish, conventional batch processing.
In case you are , we spotlight this use-case in an article about Climate Forecast.
Connecting NoSQL Databases
As companies rely extra on NoSQL databases like MongoDB, FlexConnect makes it straightforward to combine and rework unstructured knowledge. It maps this knowledge right into a dimensional mannequin, offering a richer, extra user-friendly expertise inside GoodData’s platform whereas abstracting technical complexity.
Our article about MongoDB connection can assist you perceive how this works in follow.
Actual-Time Machine Studying Integration
FlexConnect makes it simpler than ever to include machine studying fashions instantly into analytics environments. Companies can use real-time predictive insights from ML algorithms inside their enterprise intelligence workflows, driving quicker and extra correct decision-making.
If you wish to see the way to join a pickled mannequin, try our article on machine studying.
Centralized Knowledge Governance
For organizations utilizing Unity Catalog, FlexConnect ensures seamless integration of various knowledge property with robust governance, knowledge discovery, and collaboration options. This enables groups to take care of compliance without having intensive knowledge replication or motion.
Be taught the way to join tables from Unity Catalog to your BI instruments. This information offers a ready-to-use method to getting began shortly and effectively.
Actual-Time Analytics With Streaming Knowledge
Companies coping with real-time streaming knowledge — comparable to inventory value feeds or social media insights — can use FlexConnect to connect with knowledge sources like Apache Kafka. This setup permits real-time analytics, permitting groups to make fast, data-driven selections with minimal delay.
To place this extra into perspective, we wrote an article about monetary transactions in Kafka.
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Why Select FlexConnect
FlexConnect is designed to fulfill the calls for of contemporary knowledge analytics with a variety of options that set it aside:
- Open-Supply Flexibility: Constructed on open requirements like Apache Arrow and Flight RPC, FlexConnect is designed for scalability and effectivity. This flexibility permits companies to combine all kinds of information sources with ease, no matter the place the info resides, all whereas minimizing vendor lock-in and optimizing prices.
- Low-Latency Knowledge Processing: With FlexConnect, companies remove the delays related to conventional batch processing. Knowledge is processed at run-time inside the connection, which means groups can act on knowledge extra shortly, bettering decision-making throughout the group.
- Adaptability Throughout Groups and Use Instances: FlexConnect isn’t just for knowledge engineers. Whether or not you’re a enterprise analyst, knowledge scientist, or IT administrator, FlexConnect can be utilized to realize your knowledge objectives, guaranteeing consistency and accuracy of knowledge throughout all groups and use circumstances. This improves collaboration, reduces friction between groups, and enhances productiveness.
Simplify, Safe, and Scale with FlexConnect
FlexConnect transforms how companies combine, course of, and make the most of knowledge. It accelerates Time to Worth by empowering groups to construct customized knowledge connections, shortly turning uncooked knowledge into actionable insights. With complete governance and compliance measures constructed into the platform, FlexConnect ensures safe, compliant, and high-quality knowledge processing all through all the workflow. Its flexibility, real-time knowledge processing, and adaptableness allow companies to behave swiftly, fostering smarter decision-making and sustained progress.
Prepared To Unlock the Full Potential of Your Knowledge?
We’d love to indicate you ways FlexConnect can rework your knowledge integration and analytics workflows. Contact us immediately to schedule a demo or converse with an professional about how FlexConnect can assist you construct customized knowledge connectors, combine real-time knowledge, and drive smarter, extra data-driven selections.
