Salesforce CRM Trigger Agentic Framework

Brahmananda Naidu Dabbara

doi:10.71097/IJAIDR.v16.i2.1664

Salesforce CRM Trigger Agentic Framework

Author(s)	Brahmananda Naidu Dabbara
Country	United States
Abstract	Traditional Salesforce trigger implementations often start as simple automation tools but tend to become tightly integrated, bulky structures as business processes expand. Over time, these disorganized designs cause operational issues — such as duplicated logic, recursion problems, difficult debugging, limited test separation, and reduced performance during large data operations. As enterprise data volumes, object relationships, and automation rules grow, the fragility and maintenance complexity of legacy trigger code also increase significantly. The Salesforce Trigger Agent Framework offers a modern, modular, and record-type aware architecture designed to eliminate these legacy limitations. The framework breaks down responsibilities into individual agents that operate independently based on the context, enabling clear separation of business rules. This improves reusability, enhances test coverage, allows flexible feature extensions, and provides noticeable performance benefits. By using orchestration, factory-driven agent resolution, DML consolidation, recursion control, and CPU-aware execution routing, the framework creates a scalable foundation that supports complex enterprise automations without needing to restructure core triggers. This architecture fundamentally changes trigger management from a traditional, code-heavy process into a flexible, policy-based execution model that focuses on maintainability, modularity, and extensive extensibility. It ensures that Salesforce automation remains reliable over the long term and is prepared for future enhancements such as AI-powered routing, metadata-driven decision-making, and event-stream orchestration.
Keywords	Trigger Orchestration, Factory Pattern, Strategy Pattern, Template Method, Modular Architecture, Scalable Trigger Design, Governor Limit Optimization, Performance Tuning, Enterprise Salesforce Architecture, Recursion Management, Bulk Processing, Dynamic Agent Routing, CPU-Aware Trigger Execution.
Field	Engineering
Published In	Volume 16, Issue 2, July-December 2025
Published On	2025-12-21
Cite This	Salesforce CRM Trigger Agentic Framework - Brahmananda Naidu Dabbara - IJAIDR Volume 16, Issue 2, July-December 2025. DOI 10.71097/IJAIDR.v16.i2.1664
DOI	https://doi.org/10.71097/IJAIDR.v16.i2.1664
Short DOI	https://doi.org/hbkqrk

View / Download PDF File

doi

CrossRef DOI is assigned to each research paper published in our journal.

IJAIDR DOI prefix is
10.71097/IJAIDR

Downloads

Research Paper Format Copyright Permission Form and Undertaking Form Cover Page Vol 16 Isu 2 Cover Page Vol 16 Isu 1 Cover Page Vol 15 Isu 2

All research papers published on this website are licensed under Creative Commons Attribution-ShareAlike 4.0 International License, and all rights belong to their respective authors/researchers.

CC-BY-SA

About IJAIDR Fees & Payment Current Issue Publication Archive	Submit Research Paper Track Submission Status Publication Guidelines Publication Ethics Peer Review & Plagiarism	Join as a Reviewer Editors & Reviewers Reviewer Referral Program Get Reviewer Membership Certi.	Website/Journal Policies Usage Policy Content Policies Privacy Policy

Contact Us	Message on WhatsApp	+91-9687-182-185	editor@ijaidr.com

Journal of Advances in Developmental Research

A Widely Indexed Open Access Peer Reviewed Multidisciplinary Bi-monthly Scholarly International Journal

Salesforce CRM Trigger Agentic Framework

Share this