In today’s hyper-competitive data landscape, the teams that thrive are built on scalable foundations. With the advent of rapidly expandable cloud data warehouses, and the constant influx of new opportunities, data-driven teams must build growth-centric tech infrastructures to seize momentum.
That’s where data integration platforms come in.
With a data integration platform, teams can build scalable tech infrastructures designed for short-term and long-term success. Here are five ways a data integration platform unleashes scalability.
Data Process Automation
Data process automation eliminates the small, labor-intensive data processes that slow down projects and hamper scalability in the aggregate. Without a data integration platform, teams must constantly perform these time-consuming data processes, such as building API connectors from scratch, manually executing SQL queries, and entering reporting numbers by hand.
As a company grows, these burdensome data processes chip away at rapid scalability. But data integration platforms can eliminate these kinds of data processes through automation. Data integration platforms can automate tasks such as migrating database tables to the cloud, duplicating data pipelines, and ingesting and transforming data. Teams can scale up without the added weight of these inefficient tasks.
Eliminate Data Siloing
Today’s data-driven teams maintain and manipulate myriad data sources. This includes external sources, such as Facebook Ads, Salesforce, and ZenDesk, along with internal sources, such as mongoDB, mySQL, and SFTP. Teams that want to scale effectively must avoid siloing these diverse data sources. The more a company scales up, the harder siloed data is to combine, manage, and analyze.
Data integration platforms eliminate data siloing altogether. These platforms aggregate data from any source, internal or external, inside a single repository. This enables teams to unify all data sources in a single infrastructure. Companies can scale up without the bottlenecks of dislocated data sources.
Add Data Sources Easily
Without a data integration platform, many teams must manually build data connectors to add new sources. Imagine that each data connector takes a month or more to build. If a new client wants to monitor six new data sources, the building process will delay the project by at least half a year.
Many data integration platforms offer pre-built data connectors right out of the box. With plug-and-play functionality, pre-built data connectors can add new data sources in a matter of clicks. Pre-built connectors allow for rapid scalability of operations, avoiding wasted time and resources.
Transform Data Quickly & Efficiently
Raw data must be transformed into business-ready formats to produce incisive analysis. Without a data integration platform, these transformations require manual executions of SQL queries. As a company scales up, this method creates inefficiencies that lead to slower projects and more convoluted data processes.
Leading data integration platforms, however, enable teams to streamline the entire transformation process. Logic Rivers automate data transformation, including the execution of SQL queries, directly inside a cloud data warehouse. With the right data integration platform, companies can scale up without generating a complicated mess during the transformation process.
Manage Any Data Volume
As companies scale up, managing rapid increases in data volume can become a challenge. With new clients, data sources, and account expansions to manage, the sudden explosion of data volume can overwhelm teams. Trouble extracting, loading, and overseeing data are just some of the potential problems.
With an ELT design, a data integration platform can extract and load massive amounts of data directly into a data repository before data transformation. This speeds up data ingestion, a core consideration as data volume grows. After all, clients expect the same quickness and superior service regardless of your company’s recent expansions. Top data integration platforms also offer robust data management features that allow teams to easily control data streams and data volume.
Unleash Scalability with the Right Data Integration Platform
Data-driven companies need growth-centric tech infrastructures to scale competitively. For many companies, a data integration platform is a core component of this infrastructure. A data integration platform not only facilitates the jump to a company’s next level of success. These platforms also generate the operational efficiencies that set companies up for sustained growth in the long run.