
How to engineer a production RAG system prompt that reduces hallucination: grounding, citation enforcement, no-answer behavior, and confidence calibration.

How to engineer a production RAG system prompt that reduces hallucination: grounding, citation enforcement, no-answer behavior, and confidence calibration.

Indirect prompt injection hides malicious instructions inside retrieved documents, turning your own knowledge base into an attack surface no one is watching.

Redaction at the wire masks personal identifiers before an AI prompt crosses your boundary, in both directions, so the model gets context, not the person.

Enterprise AI faces six well-defined attack classes: prompt injection, jailbreaks, exfiltration, PII leakage, secret leakage, and unsafe tool calls.

An AI firewall inspects every prompt and completion crossing your boundary — deterministic, not a second model guessing.

M&A due diligence covers tech, finance, security — and routinely misses institutional knowledge. The 90-day knowledge integration sprint that preserves it.
13 proven AI use cases in manufacturing — predictive maintenance, quality AI, knowledge capture, agentic workflows — with real ROI numbers and how to start.
A Company Brain gives support agents cited answers from tickets, runbooks, and Slack — cutting incident response time 50% and reclaiming senior bandwidth.
A Company Brain gives sales reps sourced deal history, objection precedent, and account context from Salesforce, Outlook, Teams, Slack, and SharePoint.

How to architect RAG data ingestion: source connectors, permission inheritance, format-aware extraction, and incremental refresh for enterprise knowledge.

Shadow AI is splitting your company into power users and everyone else. Here's why that gap compounds, and a 5-step AI governance reset that closes it.

Connecting Claude directly to NetSuite for analytics looks like a shortcut. See why it breaks financial KPIs, and what a governed setup looks like instead.