S
Seth Meldon
Guest
Modern enterprises face the challenge of data gravity—as datasets grow, they become increasingly difficult and costly to move. Decision automation amplifies this challenge: applying complex business rules across large data volumes often introduces latency and infrastructure overhead. The optimal solution is to bring decision intelligence directly to the data source.
The integration of Progress Corticon.js and MarkLogic, delivers a high-performance, transparent and explainable framework for automating complex decisions across diverse industries. This blog outlines the end-to-end process, following a car insurance policy underwriting scenario. These examples serve solely as illustrations to demonstrate the workflow and architecture; the concepts apply broadly to any domain where complex decisions must be automated against large datasets.
The first step is to capture the business logic in a clear and manageable format. This is done in Corticon.js Studio, a tool that allows business analysts and rule authors to define, test, and document the rules that govern the decision-making process.
A data model, or rule vocabulary, defines business entities and attributes. Vocabularies can be generated directly from existing schemas or structured data messages:
Schema validation upholds conformance to established data standards through the Corticon AI Assistant.
Business rules are authored in a spreadsheet-like interface, allowing complex conditional logic to be expressed intuitively by rule modelers.
Or with the help of the Corticon AI Assistant:
A graphical execution diagram defines rule sequencing, guaranteeing predictable outcomes in every decision process.
Integrated testing tools validate logic against representative data samples before deployment.
Once finalized, the complete rule project compiles into a single, portable JavaScript file—decisionServiceBundle.js—that executes in any JavaScript-compatible environment, including MarkLogic.
Data gravity increases cost and delay whenever pipelines shuttle records between systems. The MarkLogic backend counters that constraint by collocating Corticon.js decision execution with the source data. Evaluations run inside the data hub, which accelerates throughput, preserves lineage and eliminates round-trip movement.
MarkLogic Flux manages ingestion workflows for structured or semi-structured data.
A MarkLogic Trigger activates upon document ingestion, executing a script that:
The result is a single source of truth where raw data, automated decisions, and explainability metadata coexist.
A React-based dashboard provides a comprehensive visualization of decisions generated within MarkLogic. The user interface emphasizes interpretability and auditability.
Displays the complete policy context after all rules have been applied.
Presents the human-readable messages generated by Corticon.js, forming a step-by-step narrative of the decision process.
Visualizes granular Metrics data, including attribute changes, entity creation, and associations executed during rule processing.
The integration of Corticon.js, MarkLogic, and LLM-based chat interfaces introduces an AI-in-the-loop framework for policy explanation.
The chatbot applies Retrieval-Augmented Generation (RAG) to maintain accuracy and traceability:
The large language model serves as an interpreter—not a decision-maker—ensuring factual, rule-driven explanations without hallucination risk.
The combination of Corticon.js and MarkLogic addresses a universal enterprise challenge: applying deterministic, explainable decision logic directly within large, distributed data environments. The car insurance example illustrates the architecture, but the same design pattern applies across many sectors where data gravity and compliance demands constrain analytics and automation.
Key sectors where in-database decisioning delivers immediate value include:
Financial Services – Enables real-time risk evaluation, fraud detection, and compliance validation without transferring sensitive data across systems.
Healthcare and Life Sciences – Supports eligibility determination, clinical decision support, and benefits administration while maintaining data security and regulatory compliance.
Public Sector and Social Programs – Automates eligibility, claims, and case management decisions in Medicaid, unemployment insurance, and similar programs governed by complex regulatory frameworks.
Manufacturing and Industrial IoT – Executes predictive maintenance and quality control decisions close to the data source, reducing latency and optimizing resource usage.
Retail and Consumer Services – Powers dynamic pricing, product recommendations, and inventory management through localized decision hubs operating near transactional data.
Energy and Utilities – Manages load balancing, equipment health, and sustainability reporting by applying rule-based automation within operational data hubs.
Across these domains, co-locating decision intelligence with the data maximizes transparency, performance, and governance—without compromising speed or control.
Integrating decision automation within the data hub produces measurable advantages:
Transparency: Every decision includes an auditable rationale embedded in the data.
Efficiency: Data remains stationary, eliminating transfer latency and infrastructure costs.
Consistency: Decisions and data coexist in the same repository, maintaining alignment across systems.
The Corticon.js–MarkLogic architecture exemplifies the data gravity principle in action—enabling intelligent, explainable, and high-performance automation directly within the data ecosystem.
Connect with our team for a live demonstration and a tailored overview of how Corticon.js and MarkLogic can bring decision intelligence directly to your data.
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The integration of Progress Corticon.js and MarkLogic, delivers a high-performance, transparent and explainable framework for automating complex decisions across diverse industries. This blog outlines the end-to-end process, following a car insurance policy underwriting scenario. These examples serve solely as illustrations to demonstrate the workflow and architecture; the concepts apply broadly to any domain where complex decisions must be automated against large datasets.
1. Authoring the Decision Logic with Corticon.js
The first step is to capture the business logic in a clear and manageable format. This is done in Corticon.js Studio, a tool that allows business analysts and rule authors to define, test, and document the rules that govern the decision-making process.
Vocabulary Development
A data model, or rule vocabulary, defines business entities and attributes. Vocabularies can be generated directly from existing schemas or structured data messages:
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[/IMG] 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}>AI-generated content may be incorrect."]https://www.progress.comdata:image/png;base64, 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[/IMG] 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Schema validation upholds conformance to established data standards through the Corticon AI Assistant.
Rulesheets
Business rules are authored in a spreadsheet-like interface, allowing complex conditional logic to be expressed intuitively by rule modelers.
Or with the help of the Corticon AI Assistant:
Ruleflows
A graphical execution diagram defines rule sequencing, guaranteeing predictable outcomes in every decision process.
Ruletests
Integrated testing tools validate logic against representative data samples before deployment.
Once finalized, the complete rule project compiles into a single, portable JavaScript file—decisionServiceBundle.js—that executes in any JavaScript-compatible environment, including MarkLogic.
2. The MarkLogic Data Hub Backend
Data gravity increases cost and delay whenever pipelines shuttle records between systems. The MarkLogic backend counters that constraint by collocating Corticon.js decision execution with the source data. Evaluations run inside the data hub, which accelerates throughput, preserves lineage and eliminates round-trip movement.
Ingestion and Processing
MarkLogic Flux manages ingestion workflows for structured or semi-structured data.
Automated Evaluation
A MarkLogic Trigger activates upon document ingestion, executing a script that:
Reads the new data record.
Invokes the Corticon.js decision service (decisionServiceBundle.js) for evaluation.
Receives an enriched response containing final decisions, human-readable messages, and a granular execution trace.
Embeds the response into the source document, forming a complete audit trail.
Stores the enriched document in a permanent MarkLogic collection.
The result is a single source of truth where raw data, automated decisions, and explainability metadata coexist.
3. The Explainability Dashboard (Frontend)
A React-based dashboard provides a comprehensive visualization of decisions generated within MarkLogic. The user interface emphasizes interpretability and auditability.
Policy Details
Displays the complete policy context after all rules have been applied.
Decision Log
Presents the human-readable messages generated by Corticon.js, forming a step-by-step narrative of the decision process.
Execution Trace
Visualizes granular Metrics data, including attribute changes, entity creation, and associations executed during rule processing.
AI in the Loop: Policy Explanation via Chatbot
The integration of Corticon.js, MarkLogic, and LLM-based chat interfaces introduces an AI-in-the-loop framework for policy explanation.
The chatbot applies Retrieval-Augmented Generation (RAG) to maintain accuracy and traceability:
Retrieves relevant policy documents from MarkLogic.
Supplies the language model with structured data, Corticon-generated messages, and execution traces.
Generates authoritative, contextually grounded responses.
The large language model serves as an interpreter—not a decision-maker—ensuring factual, rule-driven explanations without hallucination risk.
Extending the Paradigm Across Industries
The combination of Corticon.js and MarkLogic addresses a universal enterprise challenge: applying deterministic, explainable decision logic directly within large, distributed data environments. The car insurance example illustrates the architecture, but the same design pattern applies across many sectors where data gravity and compliance demands constrain analytics and automation.
Key sectors where in-database decisioning delivers immediate value include:
Financial Services – Enables real-time risk evaluation, fraud detection, and compliance validation without transferring sensitive data across systems.
Healthcare and Life Sciences – Supports eligibility determination, clinical decision support, and benefits administration while maintaining data security and regulatory compliance.
Public Sector and Social Programs – Automates eligibility, claims, and case management decisions in Medicaid, unemployment insurance, and similar programs governed by complex regulatory frameworks.
Manufacturing and Industrial IoT – Executes predictive maintenance and quality control decisions close to the data source, reducing latency and optimizing resource usage.
Retail and Consumer Services – Powers dynamic pricing, product recommendations, and inventory management through localized decision hubs operating near transactional data.
Energy and Utilities – Manages load balancing, equipment health, and sustainability reporting by applying rule-based automation within operational data hubs.
Across these domains, co-locating decision intelligence with the data maximizes transparency, performance, and governance—without compromising speed or control.
The Power of Data Gravity
Integrating decision automation within the data hub produces measurable advantages:
Transparency: Every decision includes an auditable rationale embedded in the data.
Efficiency: Data remains stationary, eliminating transfer latency and infrastructure costs.
Consistency: Decisions and data coexist in the same repository, maintaining alignment across systems.
The Corticon.js–MarkLogic architecture exemplifies the data gravity principle in action—enabling intelligent, explainable, and high-performance automation directly within the data ecosystem.
Connect with our team for a live demonstration and a tailored overview of how Corticon.js and MarkLogic can bring decision intelligence directly to your data.
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