mParticle Launches Calculated Attributes

mParticle Calculated Attributes will enable Product Managers and Marketers to quickly generate insights from customer data without tapping technical resources.

New York, December 7, 2021 – mParticle, the largest independent Customer Data Platform, today announced the general availability of Calculated Attributes, enabling brands to turn raw streams of customer data into actionable customer insights. Calculated Attributes runs mathematical calculations on customer events and event attributes, enabling brands to unlock insights into customer behavior and preferences, like product category affinity or average order value. Within a few clicks, non-technical team members are empowered to design and leverage insights to hyper personalize customer experiences, without requiring code or technical involvement. 

Product Managers and growth marketers typically require technical resources when developing data-driven personalization strategies, which is a time consuming practice for everyone involved. As brands struggle to remain nimble in rapidly evolving digital environments, driving speed and accuracy around customer insights become even more critical. mParticle’s Calculated Attributes takes a “no-code” approach to turning the raw stream of customer data into actionable insights, significantly reducing the time spent by engineers processing data and writing functions.

Calculated Attributes removes the bottleneck of relying on bandwidth constrained technical team members to design calculations while ensuring data accuracy. Marketers and product managers can use Calculated Attributes to gain granular details into user behavior such as lifetime value, total number of orders made, or the most frequent product categories viewed over a period of time. Users can then create hyper-specific segments for their engagement platforms, which ultimately power personalized customer experiences. 

“Customer data is the fuel for optimizing customer engagement. The raw data requires activation to truly unlock its value,” said Chee Chew, CPO of mParticle. “Calculated Attributes makes it easy for brands to generate customer insights in real time and consistently across the business.”

Calculated Attributes provides three major benefits:

  • Granular Personalization: User attributes update in real-time after the calculation is made to power an up-to-date systematic understanding of customer behaviors for better personalization in Audiences, Profile API and in downstream systems.
  • Central Point of Truth: Attributes are defined and calculated in mParticle and then distributed. This helps remove confusion between teams such as a web and a mobile team that may be using slightly different definitions or calculations. 
  • Simplified Calculations: Clients often feed mParticle with values they calculate in their BI platform. With Calculated Attributes replacing some of those values, a user no longer needs to maintain those calculated jobs.

To help brands get started with Calculated Attributes, mParticle is also releasing a use case guide that showcases Calculated Attribute examples and inspiration and how teams can create personalized experiences with them. 

About mParticle

mParticle makes it easy to holistically manage customer data along the entire product and customer lifecycle. Teams across companies like Starbucks, NBCUniversal, Spotify and Airbnb use mParticle to deliver great customer experiences and accelerate growth by solving the foundational challenges that impede success at scale. Founded in 2013, mParticle is headquartered in New York City with employees around the globe. 

Contact:

Barokas, A FINN Partners Company
[email protected]

Author Information

As a detail-oriented researcher, Sherril is expert at discovering, gathering and compiling industry and market data to create clear, actionable market and competitive intelligence. With deep experience in market analysis and segmentation she is a consummate collaborator with strong communication skills adept at supporting and forming relationships with cross-functional teams in all levels of organizations.

Sherril holds a Master of Business Administration in Marketing from University of Colorado, Boulder and a Bachelor of Arts in Psychology from Rutgers University.

Latest Insights:
The $246 Billion CPU Opportunity’s Winning Chip Has Not Been Designed Yet
October 1, 2026
Article
Article

The $246 Billion CPU Opportunity’s Winning Chip Has Not Been Designed Yet

Brendan Burke, Research Director at Futurum, sizes the 2030 server CPU market at $246 billion, two-thirds of it agentic. Scored against Microsoft Azure's fleet data, NVIDIA Vera is best aligned, and Intel,...
Google Returns to the Frontier With Gemini 4 Argon
October 1, 2026
Article
Article

Google Returns to the Frontier With Gemini 4 Argon

Futurum’s Nick Patience and Fernando Montenegro share their insights on Gemini 4 Argon, Google’s new frontier model, and what its defender-first release means for enterprises and security vendors....
Docker Reruns the Container Playbook, This Time for Cloud Sandbox Kit
October 1, 2026
Article
Article

Docker Reruns the Container Playbook, This Time for Cloud Sandbox Kit

Mitch Ashley, VP and Practice Lead, and Vikram Rathnam, Research Director, Software Lifecycle Engineering at Futurum, on why Docker's Kit spec wins the agent control plane only if Kubernetes and hyperscaler runtimes...
Miro MCP Hits 16M Calls: AI Collaboration Goes Cross-Functional
October 1, 2026
Article
Article

Miro MCP Hits 16M Calls: AI Collaboration Goes Cross-Functional

Keith Kirkpatrick, Vice President, Research, at Futurum, Miro's MCP server exceeded 16 million calls since February 2026, with usage doubling since May and cross-functional adoption now outpacing engineering roles....
Latest Research:
When AI Is Everywhere, Data Becomes the Differentiator
September 30, 2026

When AI Is Everywhere, Data Becomes the Differentiator

In our latest Thought Leadership Brief, When AI Is Everywhere, Data Becomes the Differentiator, completed in partnership with Oracle, Futurum Research examines why industry-specific AI requires industry-specific data and how...
Where AI Delivers Real ROI: AI-First Integration and Orchestration
September 24, 2026

Where AI Delivers Real ROI: AI-First Integration and Orchestration

In our latest thought leadership report, Where AI Delivers Real ROI: How AI-First Integration and Orchestration Transform Workflows, completed in partnership with IBM, Futurum Research examines why AI delivers the...
From Pilots to Production: Why Agentic AI Runs Through the Ecosystem
September 22, 2026
Research
Research

From Pilots to Production: Why Agentic AI Runs Through the Ecosystem

In its latest report, From Pilots to Production: Why Agentic Transformation Runs Through the Ecosystem, published in partnership with Google Cloud, Futurum Research examines why enterprise AI spending keeps climbing...

Book a Demo

Welcome

The vision behind everything in Futurum’s Custom Research practice is this: research should show you what is happening, what comes next, and what to do about it. It should be personal to each audience, easy for people to grasp, and structured so LLMs can reason over it accurately. And it should be fast and turnkey; you want answers now, not another project to carry for quarters.

Whether you are defining business, channel, or go-to-market strategy; evaluating vendors or justifying ROI; or commissioning research to fill an emerging market need, we have your back, with a program that answers your questions with the objectivity and credibility to drive real decisions.

To do it, we bring unmatched data to bear: Futurum research, surveys, and market projections; validated market feeds; ETR’s 15 years of insight from 10,000 technology decision-makers; G2’s buyer and user data; and what our analysts hear every day. Add leading primary collection, from AI-moderated voice interviews to surveys and analyst-led interviews, all turnkey, and every project comes out credible, nuanced, and actionable.

And we don’t just drop the results in your lap. For internal work, we provide analyst-led sessions, interactive dashboards, and a range of formats. For market-facing work, Futurum delivers turnkey activation and amplification that actually gets seen, by people and by LLMs, through our media and share of voice. This is research that moves decisions and markets.

We will meet you wherever you are, from a fast-turn brief to a multi-year program, and shape the work to your goals, timeline, and budget. The right program for your moment.

If any of this is useful, I would love to talk.

Benjamin Brown, VP Custom Research, Futurum Research

Benjamin Brown

VP, Custom Research · The Futurum Group

Newsletter Sign-up Form

Get important insights straight to your inbox, receive first looks at eBooks, exclusive event invitations, custom content, and more. We promise not to spam you or sell your name to anyone. You can always unsubscribe at any time.

All fields are required






Thank you, we received your request, a member of our team will be in contact with you.