Support Triage
Classify requests, draft responses, and route edge cases to the right owner.
§00 / Practice detail / 03
Automation & Model Workflows
Reduce manual work with document intake, approvals, reporting, handoffs, and model-backed decision support.
Use cases 5 mapped paths
Operating gains 4 focus areas
Delivery mode Scope, build, harden
§01 / What You Can Build
Where this practice applies.
Each path starts with the workflow, risk, data shape, and people responsible for operating the system after launch.
Document Processing
Automated extraction and classification of data from documents, invoices, and forms.
Predictive Analytics
Forecast trends, demand, and operational outcomes with measurable review loops.
Workflow Automation
End-to-end automation of repetitive business processes with explicit decision points.
Computer Vision
Image and video analysis for quality control, monitoring, and data extraction.
§02 / Why It Works
What the work should leave behind.
Background jobs, queues, and alerts that keep routine work moving.
Turn raw data into actionable insights with custom ML models.
Purpose-built model behavior with fallbacks, thresholds, and review paths.
Systems designed to handle growing data volumes and complexity.
§03 / Start with context
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