Quellix Insights / Category

AI Governance & Evaluation

Practical controls for AI review, evaluation, approval gates, fallback paths, audit evidence, and operational risk management.

ai adoption optimization consulting
Enterprise AI Safeguards Change the Build Decision

2026-09-13

Enterprise AI Safeguards Change the Build Decision

Anthropic's new enterprise safeguards change how buyers evaluate sensitive AI workflows, approvals, storage, and production accountability.

 AI agent workflow moving through retrieval, assessment, approval, action, validation, and audit logging.

2026-06-12

Fable 5 AI Agent Governance with Approval Gates

Implement robust approval gates, safety filters, and step-level observability to govern Claude Fable 5 agents in enterprise workflows.

 Abstract fraud decision workflow with risk cards, approval paths, and evidence panels.

2026-05-08

Decision-First AI Fraud Scoring

Modernize fraud scoring with reviewable predictions, risk queues, and controls that reduce customer friction.