Insights
Editorial content for technical and product teams evaluating software, AI and operational architecture decisions.
When to use AI in support operations
A practical decision framework for full automation, assisted flows and human-in-the-loop governance, based on risk level and SLA criticality.
Image classification and computer vision for operations
How to use computer vision for ticket triage, quality inspection and workflow routing with measurable goals such as precision, recall and inference latency.
Generative AI content workflows: quality and governance
Patterns to reduce hallucinations and inconsistency, including policy layers, prompt templates, response scoring and targeted human review.
Document pipeline architecture with RAG
Design guidelines for ingestion, extraction, chunking, retrieval and auditing across document-heavy multi-stage workflows.