Identifying When to Use Hybrid Data Models
Blended architectures for modern data challenges
Today, over 80% of data warehousing projects fail to achieve desired business goals (Data Science Central). Why? Poor data modeling.
Join Vivanti’s session to discover how a hybrid approach to data modeling – enabled by new data integration and transformation tools, like dbt™ – delivers the balance between responsiveness and robustness that your business craves.
Leave the sins of brittle ETL pipelines, inflexible reporting, and problematic data governance where they belong – in the data warehousing doldrums. See how to deliver modern Cloud Data Platforms that move at the speed of business.
About The Webinar
Attend this thought leadership webinar as we dissect the attributes you should analyze to help establish the best architecture for your needs. Our data consultants then share advice for delivering successful data warehousing projects in the wild.
Assessing your needs
The first part of the webinar will identify and explore the core data inputs, analytical outputs and business demands that will shape your required approach.
Time to insight required
Do you need fast query performance to deliver near-real-time insights? Or, will most queries power strategic analysis of trends over time?
Data volume and velocity
How much data is your business producing and hoping to use for reporting and analytics? What’s the speed at which data is generated, distributed and collected?
Data variety and veracity
How disparate is the data you’re collecting? Do you have structured and unstructured data sources? And how much data prep work is required to make it sufficiently clean and usable?
Reporting needs: Integrated or narrow?
What’s the breadth of data required to meet your reporting goals? Do you need cross-functional slices of data to deliver enterprise-wide insights? Or, will most reporting focus on single business processes?
Volatility of data sources and reporting demands
Once established, will your data sources and types of reports remain fairly static? Or, do you expect that new data sources and reports will be regularly required?
Project funding, deadlines and organizational buy-in
How well funded is your data warehousing project – both near-term and over the long haul? Are executive sponsors willing to invest in in-house talent to support data initiatives long-term? And, what’s the delivery schedule look like – how quickly do tangible outcomes need to be delivered to the business?
Getting it done in the real-world
The second leg of the webinar will build on the criteria established and examined in the first half. Vivanti’s data consultants then offer advice for successfully executing hybrid data warehousing solutions.
Vivanti’s data consultants will present an assessment matrix that helps to match your data inputs, analytical outputs and business demands to the best architectural approach. You’ll receive a copy after the webinar too.
We’ll share battle-tested approaches for building and deploying hybrid data models in the real-world. We’ll discuss optimizing information retrieval in dimensional, de-normalized and hybrid contexts.
We’ll pinpoint and justify the best-of-breed tools we recommend harnessing to deliver hybrid data warehouses and data platforms generally.
Vivanti’s data consultants will present the steps and priorities we recommend to ensure a successful hybrid DW project. You’ll receive a copy of our roadmap after the webinar too.
We’ll present a selection of real-world examples, illustrating successes to replicate and missteps to avoid when delivering your own hybrid data warehousing initiatives.
Stick around for the dedicated Q&A session at the end of the webinar.
More on Vivanti and this Webinar
How do I join the webinar?
Upon completing your registration, you will receive a confirmation email, containing your unique registration link and outlining how to join the webinar. Please send your questions, comments and feedback to Vivanti CMO, Lachlan James: firstname.lastname@example.org
Want to find out more?
Please don’t hesitate to contact us for additional information: vivanti.com/contact-us
Vivanti is a modern data-focused cloud consulting company with a consultant-led, customer-first approach. Vivanti consultants are organizationally empowered, and professionally obligated, to advocate for clients’ best interests at each step of every engagement — just as doctors or lawyers are entrusted to do.
Vivanti’s mission is to deliver impactful cloud experiences and data-driven innovations that promote a new level of customer-centric operating standards across the US technology consulting industry. Based in New York City, with offices in Manhattan and Washington DC, Vivanti offers advisory, consulting and managed services across all major cloud platforms. Specializing in the latest cloud data technologies, designed to facilitate digital business transformation and future ways of working, Vivanti’s cloud consulting services include Analytics and Data Management, Artificial Intelligence, DataOps and Digital Customer Engagement.
For more information, visit www.vivanti.com