Solving critical data challenges with the industry's first AI-powered data management platform
Data is the soul of digital transformation, with 80% of transformation initiatives destined to fail without a scalable data and analytics strategy.
But embarking on an integrated digital and data journey is not without challenges. As organisations move forward with plans to modernise legacy or on-premises platforms, many have told us that they:
·??????spend too much time on data preparation
·??????struggle with data quality issues
·??????find it difficult to retain skilled staff
Long term cost factors are also an issue. Even though the speed to ROI from migrating legacy applications to the cloud is proven, finding a sweet spot between OPEX and CAPEX costings at scale can be trickier.
This is a primary driver for embracing hybrid and multi-cloud strategies, which enable an architecture that can deliver the best of all worlds. In fact, industry trends show that 90% of enterprises will use multiple cloud service providers by 2022.
While some leaders may have had reservations about their employees’ willingness to change, we’re increasingly finding the opposite to be true. For example, business units excited by the capabilities of new cloud systems are spinning off their own environments and attempting to manage infrastructure on their own. Though their motivation is to get to market faster, this has created concerns about managing data quality and governance across the enterprise.
The same can be said for self-service, where non-technical business users are crying out for intelligent architectures that empower their curiosity and enable rapid data-driven decision making.
As organisations attempt to tackle these challenges, and plan for the need to manage increasing availability of data at scale, it has become ultra-clear that automation and artificial intelligence will be the keys to success.
As a recent report from global research firm Forrester stated:
“Automation is a critical last-mile enabler supporting transformation at multiple levels: tasks, processes, entire functions, and even the business model itself.”
Automation, AI and machine learning allow us to augment human brilliance with technological capabilities, in a world where there are simply too many data objects and pipelines to manage than there are skilled data professionals available.
Meet the industry’s first Intelligent Data Management Cloud (IDMC)
Informatica’s Intelligent Data Management Cloud (IDMC) is an industry first, cloud native platform that delivers an autonomous data management vision across hybrid and multi-cloud environments.
IDMC offers every data management service you need, backed by Informatica’s CLAIRE engine. Using the latest in machine learning technology, CLAIRE learns from enterprise intelligence derived from metadata to make valuable recommendations to automate data management tasks.
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The platform is designed to operate across hybrid and multi-cloud environments, and features hundreds of connectors as well as 50,000+ metadata-aware scanners. This enables a fully scalable ingestion pipeline to deliver full visibility of data lineage across a complete range of sources.
Data integration and cleansing are all managed for you – including checking for duplicate records, verifying the format of customer data, mapping and detecting addresses, plus more. This can save engineers months in data wrangling, which ultimately empowers them to focus on higher value activities.?
With all metadata organised into knowledge graphs, your team can easily perform machine learning – with complete characteristics, associations, relationships and hierarchies at your fingertips.
IDMC is engineered as a “no code, low code” platform with a GUI interface and templated wizards. Hand coding risks are eliminated, yet data consumers are empowered to explore and access data as they need it.?
Most importantly, enterprise data governance takes centre stage. Security and trust are built in as design principles, with features such as:
·??????full data lineage
·??????single data governance framework
·??????glossary of terms
·??????complete visibility of data access
Trial IDMC in your organisation (for free)
Informatica’s Intelligent Data Management Cloud is available via a consumption-based, cloud-friendly pricing model so organisations can scale up or down as needed.
We are currently working with some of the most advanced organisations in the APJ region to support their cloud data management journey with IDMC, and can assist you in benchmarking your existing and planned capabilities in the digital and data space.
To find out how Informatica’s Intelligent Data Management Cloud can drive productivity, reduce costs, and dramatically increase speed to market in your enterprise, contact us for a free trial.
Director, Sales Engineering, ANZ at Snowflake - The AI Data Cloud
3 年You could take this a step further and also de-couple your data lake/warehouse/sharing platform from the hyperscalers to give complete flexibility as well as cross-cloud/region failover.