Why Cognitive Automation

Legacy RPA scripts alone can't handle unstructured content, ambiguity or judgment-heavy steps. Cognitive automation layers perception (vision & NLP), reasoning (rules/ML) and orchestration (workflows & human-in-loop) to deliver resilient digital operations.

Automation Stack

• Document ingestion & classification with adaptive OCR
• Entity extraction & semantic enrichment (LLM + traditional NLP)
• Decision models & dynamic rule evaluation
• Human-in-loop exception handling UI patterns
• Workflow telemetry & continuous optimization insights
• Integrated governance, audit & data lineage

Value Levers