Insights from Data
Data volume is growing exponentially, IDG report shows there will be 175 zetabytes of data in the world by 2025[1].
Collecting data is the first step to the goal of getting real value in the form of actionable insights from data.
[1]: https://www.linkedin.com/pulse/how-much-data-world-bernard-marr/
Obstacles to Actionable Insights
Find the Right
Data Storage
A centralized data storage is no longer attainable as data is growing at an exponential rate. The challenge now is to identify the right storage for the right types of data.
Scale to User Demand
Making data and analytics available just at the right time while keeping costs low brings another layer to the already complex data challenge.
Find Domain Data Talent
Data complexity lies with "asking the right question," which require domain experts who understand the nature of the business and the data collected across the different sources.
Integrate Diverse & Massive Data Sets
Insights require an understanding of the full data set. As data sources become more diverse, it is difficult to train staff to understand all data sources and be able to harness it.
Data Security & Integrity
Diverse data leads to diverse componets of the data stack, which leads in turn to larger attack surface. The ephemeral nature of cloud also means a different data security strategy is needed
How We Can Help You Obtain Data Insights
Data Ingest & Storage Infrastructure
OpsGuru helps you identify the most effective i.e. speedy, scalable, reliable & cost-efficient - way to collect and store data, be it from IoT, clickstreams, application logs and historical data in bulk.
Data Processing Pipelines
OpsGuru helps you build the pipelines to facilitate that such that you get close to valid and actionable insights as early as possible.
Machine Learning Operations
OpsGuru works with your domain experts to build the necessary process and infrastructure to facilitate data tagging, model training and serving using tools such as Jupyter, Tensorflow and Kubeflow.
Reporting and Visualizations
OpsGuru team works with you to ensure you get the just-in-time and intuitive dashboards, widgets and reports give you the insights whenever and wherever you need it.
Data Security and Operations
OpsGuru helps you design the security guardrails to ensure your data confidentiality, integrity and availability . We ensure your data processes align with your other delivery workflows such that the data you need is right at your reach when you need it.