Armed Bandits is your trusted partner in developing comprehensive custom knowledge bases! Our team specializes in creating tailored information systems that empower your organization. With our expertise in information architecture, content organization, taxonomy development, and information retrieval, we help you transform your valuable information into accessible, actionable knowledge.

Exceptional Knowledge Organization

When it comes to knowledge base development, we deliver outstanding results advanced indexing and embedding techniques coupled with state-of-the-art database systems. Our team work closely with you to understand your organizational needs and create structured knowledge systems that make information easily discoverable. From taxonomy design to metadata optimization, we implement cutting-edge strategies to enhance information accessibility and improve user experience.

Verification-First Architecture

When it comes to knowledge reliability, we implement comprehensive safeguards through advanced techniques like critic-actor frameworks, where specialized verification agents continuously monitor and validate system outputs. Our team meticulously design multi-stage verification pipelines that catch and filter potential hallucinations before they reach end users. From constitutional AI principles to bounded rationality constraints, we employ cutting-edge strategies to maximize accuracy and minimize false information generation. We also employ guardrails to ensure safety and responsible deployment of any AI systems.

Data Governance by Design

At Armed Bandit, we believe data governance shouldn't be a bureaucratic afterthought - it's the bedrock of reliable knowledge systems. We've worked in highly regulated environments such as HIPAA and FEDRAMP. Our approach weaves governance directly into your knowledge architecture, with built-in controls for data lineage, automated classification, and dynamic access management. Every piece of information that enters your knowledge base automatically inherits the right governance policies, ensuring you maintain control and compliance while your knowledge systems scale. From automated PII detection to real-time policy enforcement, we make governance invisible yet omnipresent - exactly how it should be.