We Know Why your AI Projects are Failing: You’re Not Following Best Practices for Data and AI

Presented by:
Cognilytica
Cognilytica is an AI focused research, advisory, and education firm.
- About this Session
- Session Resources
Featured Speakers: Ronald Schmelzer and Kathleen Walch, Managing Partners & Principal Analysts at Cognilytica
Far too often, organizations are running data and AI projects without following established best practices and taking the right steps to ensure their success. Decades ago, we learned how to run application development projects using best-practice agile and iterative approaches. However, many organizations are failing to apply similar best practices to their data-centric projects. Without a proper approach that standardizes steps for data preparation, data identification, and data protection, it’s hard to achieve the success you’re expecting. In this presentation we’ll walk through a data and AI best-practice methodology to provide you with the foundation needed for project success, especially as you incorporate advanced analytics and AI projects. The CPMAI methodology is the industry’s best practice for AI & ML projects.
Agenda:
- 11:30-12:30pm: Featured Presentation
- 12:30-13:00pm: Your Q&A and interaction
About Data for AI: The Data for AI Community is geared toward innovative companies pushing the boundaries of what’s possible with Artificial Intelligence and cognitive technologies. This community is focused on the data side of AI including: Data Engineering, Data Preparation, Data Labeling & Annotation, Sourcing and Generating Data, and All Other Topics Data-Related for AI. Join us at this monthly event for high-quality content with compelling & informative speakers and opportunities to network and connect with fellow like-minded individuals.
Supported By

ATARC
The Advanced Technology Academic Research Center (ATARC) is a 501(c)(3) non-profit organization that provides a collaborative forum for government, academia and industry to resolve emerging

Comet
Comet provides a self-hosted and cloud-based MLOps solution that enables data scientists and teams to track, compare, explain and optimize experiments and models.

DataRobot
DataRobot is the leader in enterprise AI, delivering trusted AI technology and ROI enablement services to global enterprises. DataRobot’s enterprise AI platform democratizes data science with end-to-end automation for building, deploying, and managing machine learning models.

HEAVY.AI
HEAVY.AI provides advanced analytics that empower businesses and the government to visualize high-value opportunities and risks hidden in their big location and time data, supporting time-sensitive, high-impact decisions.

TaskUs
TaskUs is a different breed of BPO. We are a collective of highly capable humans, who understand how to deploy technology and data to best serve your purpose.

Virtualitics
Virtualitics is an advanced analytics company that helps enterprises and governments make smarter business decisions, faster with ready-to-use AI that can be understood–by analysts and business leaders alike.