OpenText Magellan Text Mining Engine - ServiceNow Integration and Automation

Common Integration Use Cases Between OpenText Magellan Text Mining Engine and ServiceNow

OpenText Magellan Text Mining Engine can analyze large volumes of unstructured content such as emails, case notes, contracts, complaints, and investigation files to extract entities, topics, sentiment, and relationships. ServiceNow can then operationalize those insights through case management, workflow automation, incident handling, knowledge workflows, and cross-team task orchestration. Together, they help organizations turn unstructured text into actionable service and risk workflows.

1. Automated intake of high-risk documents into ServiceNow cases

Data flow: OpenText Magellan Text Mining Engine to ServiceNow

Magellan can scan incoming documents such as complaints, legal notices, audit findings, or regulatory correspondence and identify risk indicators, key entities, and issue categories. Based on the extracted content, ServiceNow can automatically create or route a case to the appropriate team, such as compliance, legal, HR, or risk operations.

• Reduces manual review of large document sets
• Speeds up triage of urgent or sensitive matters
• Ensures consistent routing based on content, not just metadata

2. Investigation support for security and fraud teams

Data flow: Bi-directional

Magellan can analyze unstructured evidence such as emails, chat transcripts, reports, and witness statements to detect names, organizations, locations, and recurring themes. ServiceNow can use those findings to create investigation tasks, assign owners, track evidence collection, and manage case milestones. As investigators add notes and outcomes in ServiceNow, those records can be fed back to improve future text mining models and classification rules.

• Improves investigation speed and consistency
• Supports structured case tracking across multiple teams
• Creates a repeatable workflow for complex investigations

3. Complaint and grievance classification for customer or employee service desks

Data flow: OpenText Magellan Text Mining Engine to ServiceNow

Organizations can use Magellan to analyze free-text complaints from customers or employees and identify the underlying issue, urgency, and sentiment. ServiceNow can then create the right ticket type, assign priority, and route the issue to the correct resolver group, such as HR, facilities, IT, or customer support.

• Improves first-contact routing accuracy
• Shortens time to resolution for sensitive complaints
• Helps identify recurring themes across complaint volumes

4. Contract and policy review workflow for legal and compliance operations

Data flow: OpenText Magellan Text Mining Engine to ServiceNow

Magellan can extract clauses, obligations, exceptions, and named entities from contracts, policies, and regulatory documents. ServiceNow can convert those findings into review tasks, approval workflows, and exception handling cases. This is useful when legal or compliance teams need to track document review status and escalate issues that require remediation.

• Reduces time spent on manual document screening
• Improves visibility into review and approval status
• Supports audit-ready tracking of compliance actions

5. Knowledge article creation from resolved cases and document analysis

Data flow: ServiceNow to OpenText Magellan Text Mining Engine, then back to ServiceNow

ServiceNow can provide resolved incidents, problem records, and case notes to Magellan for text analysis. Magellan can identify common root causes, repeated resolutions, and emerging issue patterns. ServiceNow can then use those insights to recommend or draft knowledge articles, helping service teams publish better self-service content and reduce repeat tickets.

• Improves knowledge management quality
• Helps identify repeat issues worth documenting
• Supports self-service and deflection strategies

6. Regulatory change monitoring and impact assessment

Data flow: OpenText Magellan Text Mining Engine to ServiceNow

Magellan can process large volumes of regulatory updates, policy bulletins, and industry notices to identify relevant obligations, affected business areas, and key deadlines. ServiceNow can create change tasks, compliance actions, or project work items for impacted teams, ensuring that regulatory changes are tracked through completion.

• Improves response to regulatory updates
• Creates a structured workflow for impact assessment
• Helps compliance teams coordinate actions across departments

7. Root cause analysis from unstructured incident and problem data

Data flow: Bi-directional

Magellan can analyze incident descriptions, technician notes, and post-incident reports to identify recurring terms, patterns, and likely root causes. ServiceNow can use those insights to link related incidents, open problem records, and assign corrective actions. Once remediation is completed, ServiceNow outcomes can be fed back into Magellan to refine pattern detection and improve future analysis.

• Supports faster identification of systemic issues
• Improves problem management decisions
• Helps reduce repeat incidents and operational disruption

8. Enterprise risk and audit issue tracking from document evidence

Data flow: OpenText Magellan Text Mining Engine to ServiceNow

Audit reports, control testing results, and supporting evidence often arrive as unstructured text. Magellan can extract findings, control gaps, and responsible parties from those documents. ServiceNow can then create risk issues, remediation tasks, and approval workflows, giving audit and risk teams a single system to track remediation progress.

• Improves traceability from evidence to action
• Reduces manual transcription of audit findings
• Strengthens governance and remediation oversight