Dynamic Email Templates for Scalable Personalization

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Solution Overview

Problem

Existing communication tools lack the ability to personalize bulk communications effectively, particularly for managers sending personalized messages at scale, limiting their efficiency and effectiveness.

Innovation Solution

A method and system for incorporating dynamic data attributes in scalable communications, enabling users to create email templates with placeholders, define dynamic data attributes, link campaigns to data sources, and populate placeholders with data at runtime, thereby personalizing communications.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Quantity of substance

If bulk and automated communications are deployed, then communication scale is improved, but personalization capability deteriorates

Engineering Contradiction:
Improvecommunication volumeVSAvoidpersonalization capability
Core Design Contradiction:
Quantity of substanceVSAdaptability or versatility

Solution Approach 1:

The system employs dynamic data attributes that can change and adapt based on recipient characteristics. Placeholders in email templates are dynamically replaced with personalized data from data sources, enabling each communication to be customized while maintaining automated bulk sending capability. This dynamic substitution resolves the contradiction by making the communication system adaptable to individual recipients at scale.

Inventive Principle:
Principle #15Dynamics

Solution Approach 2:

The system changes parameters by substituting static communication content with dynamic data attributes. By linking data sources to templates and using runtime population mechanisms, the system transforms fixed bulk communications into variable, personalized messages. This parameter change enables both high volume communication and individual customization simultaneously.

Inventive Principle:
Principle #35Parameter changes

2Adaptability or versatility

If personalized communications are created manually, then personalization capability is improved, but time consumption increases

Engineering Contradiction:
Improvepersonalization capabilityVSAvoidcommunication setup time
Core Design Contradiction:
Adaptability or versatilityVSLoss of time

Solution Approach 1:

The system performs preliminary actions by pre-defining data attributes, templates, and data source connections before actual communication sending. Users create templates with placeholders and link them to data sources in advance, so that when communications are sent, the personalization happens automatically at runtime without manual intervention. This preliminary configuration eliminates time-consuming manual personalization while maintaining high personalization capability.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The system enables self-service personalization where the automated system handles the personalization process without manual intervention. By using predefined templates and data sources, the system automatically substitutes placeholders with appropriate data for each recipient. This self-service mechanism maintains personalization capability while dramatically reducing the time users would otherwise spend on manual communication creation.

Inventive Principle:
Principle #25Self-service

3Adaptability or versatility

If dynamic data attributes are implemented, then personalization capability is improved, but system complexity increases

Engineering Contradiction:
Improvepersonalization capabilityVSAvoidsystem complexity
Core Design Contradiction:
Adaptability or versatilityVSDevice complexity

Solution Approach 1:

The system segments the personalization process into distinct components: templates with placeholders, data sources, and runtime population mechanisms. By separating these elements, the system manages complexity through modular architecture. Each component can be independently configured and maintained, reducing overall system complexity while enabling sophisticated personalization capabilities through the coordinated interaction of segmented parts.

Inventive Principle:
Principle #1Segmentation

Data Source

PatentUS20260025346A1Method and system for incorporating dynamic data attributes in scalable email communications
Publication Date: 2026.01.22 MORGAN STANLEY SERVICES GROUP INC
  • US20260025346A1 patent drawing
  • US20260025346A1 patent drawing
  • US20260025346A1 patent drawing

AI summary

A computer-implemented method for incorporating dynamic data attributes in scalable communication. The method includes steps of creating an email template with placeholders for the dynamic data attributes, defining the dynamic data attributes, linking the email template to a campaign, setting a data source to be used for populating the placeholders with data, and populating the placeholders of the email with dynamic data at run time using the set data source.