How Enterprise AI Work Gets Shipped
Real implementation patterns without the logo theatre: the business problem, system design, controls, tradeoffs, and what changed after rollout.
ISA-95 Manufacturing Knowledge Graph for Operations Intelligence
How an anonymized manufacturing enterprise connected production, equipment, material, quality and maintenance data into an ISA-95 aligned knowledge graph for anomaly detection, root-cause analysis and recommended actions.
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Salesforce and SAP AI Agent for Account Intelligence
How an anonymized enterprise connected Salesforce, SAP and service data into a governed AI agent that produced account briefings, risk explanations and controlled workflow recommendations.
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ServiceNow AI Agent for Incident Triage with Human Approval
How an anonymized enterprise used a governed AI agent to triage ServiceNow incidents, retrieve operational evidence, recommend assignment and escalate high-risk cases with auditability.
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Snowflake Data Quality Agent for Schema Drift, Null Spikes and Broken Dashboards
How an anonymized enterprise used an AI-assisted Snowflake data quality agent to detect schema drift, freshness failures, null spikes and downstream dashboard impact before business users escalated.
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Enterprise Document Extraction Pipeline with Human Review and Audit Logs
How an anonymized enterprise converted high-volume PDFs, forms and operational documents into validated structured data with extraction confidence, reviewer queues and downstream activation.
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