Generative AI accelerates data preparation for
analytics and AI
PALO
ALTO, Calif., June 4, 2024
/PRNewswire/ -- Prophecy, the data copilot company, today
announced Prophecy Data Transformation Copilot for Databricks, the
industry's first copilot that accelerates the preparation of raw
data for analytics and AI applications. By leveraging generative
AI, Prophecy Data Transformation Copilot expedites the development,
deployment, and monitoring of enterprise-grade data pipelines
native to the Databricks Data Intelligence Platform, ensuring the
delivery of clean, trusted, and timely data for analytics.
To learn more, read the blog here or visit the company at
the Databricks Data+AI Summit on June
10-13th in San
Francisco at booth #117.
"Generative AI is set to fundamentally change how we work with
data, as technologies that leverage intelligence about data and
language models provide novel approaches to transform, organize and
get insights from data," said Stewart
Bond, Vice President of IDC's Data Intelligence and
Integration Software Service. "Copilots improve the accessibility
and availability of data for technical and non-technical users
throughout the enterprise, democratizing data and analytics."
Cloud data platforms have become increasingly powerful to
support a wide array of use cases, including streaming data
pipelines, batch pipelines, and ad hoc SQL analyses. These
platforms effectively handle diverse data types, from database
tables to APIs to documents, and apply transformations such as
cleaning, combining, aggregating, and structuring to prepare the
data for utilization in AI and business intelligence.
Enabling a large number of data users to be productive has
proven challenging for organizations, because traditional visual
ETL products fail to seamlessly integrate with code-based cloud
data platforms. Consequently, many enterprises resort to developing
code directly for these cloud data platforms which, while powerful,
remains inaccessible to most data users. Copilots address this
issue by democratizing access to cloud data platforms, thereby
increasing productivity across the board.
"The industry's current approach to data transformation is
broken. Simplistic tools cater to many users, but lack power. Cloud
data platforms are powerful, but remain accessible only to expert
data engineers. Both of these approaches fail to adequately address
the problem," said Raj Bains, CEO, and Founder of Prophecy. "It's a
false dichotomy, as copilots make the full capabilities of cloud
data platforms accessible to all users; however, to truly evolve,
they must move beyond conversational-only interfaces."
Prophecy Data Transformation Copilot uniquely integrates visual
interface, generative AI, and compiler technology to provide the
most efficient approach to data transformation. Prophecy enables
organizations to accelerate every stage of the data pipeline
lifecycle in the following ways:
- Develop: By suggesting next transforms, completing
expressions, and generating equivalent data pipelines based on user
input.
- Test & Deploy: By automating tasks, from suggesting
tests to reduce errors, to generating documentation and commit
messages to streamline deployment.
- Observe: By monitoring deployed pipelines, and
suggesting fixes for errors, the platform enables any data user to
fix and redeploy pipelines for improved uptime.
"As a growing Databricks partner, Prophecy continues to help our
largest enterprise customers accelerate productivity and generate
substantial value from their data transformation efforts," said
Adam Conway, SVP Products,
Databricks. "We are excited for the Data Transformation Copilot for
Databricks and look forward to continuing to enable data engineers
and business professionals to become more productive with
data."
Prophecy integrates deeply with Databricks, supporting the full
lifecycle of Apache Spark- or SQL-based data pipelines. Pipelines
developed with Prophecy's AI-powered visual interface turn into
Spark code, or into SQL code with dbt core, making the full power
of code available to all data users. Integrations with Databricks
Unity Catalog and Delta Lake ensure
a unified and well governed experience. Additionally, Databricks
workflows can be developed visually to orchestrate and schedule
multiple pipelines. Finally, Prophecy supports preparing
unstructured data for AI, integrating seamlessly with features and
models developed in Databricks.
To learn more about Prophecy Data Transformation Copilot for
Databricks visit us at the Databricks Data+AI Summit on
June 10-13 in San Francisco or read the blog to learn how
copilots will redefine data transformation here.
About Prophecy
Prophecy is the data copilot company.
Fortune 500 enterprises - including the largest institutions in
banking, insurance, healthcare & life sciences, and technology
- rely on Prophecy Data Transformation Copilot to accelerate AI and
analytics by delivering data that is clean, trusted, and timely.
Prophecy enables all data users and makes them productive by
helping develop, deploy, and observe data pipelines on cloud data
platforms. Organizations trust Prophecy for the most demanding
workloads, including tens of thousands of data pipelines that
deliver massive volumes of data for AI and analytics.
Media Contacts
Chris
McCoin or Richard Smith
McCoin & Smith Communications Inc.
508-429-5988 (Chris) or 978-618-4492 (Rick)
chris@mccoinsmith.com or rick@mccoinsmith.com
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SOURCE Prophecy