OneNew Blog Case studies and practical articles

Case studies and articles from OneNew.

Read real examples, implementation lessons, and practical guides for building secure enterprise AI agents with private company knowledge.

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Welcome to the OneNew blog

Welcome to the OneNew blog — insights, engineering notes, and case studies on building enterprise AI agents. New articles land here regularly.

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Agent playbooks

Where enterprise agents create leverage

Designed for readers evaluating real deployments.
01

Knowledge agents

Turn policy, contracts, reports, and SOPs into cited answers that teams can verify before they act.

02

Operations agents

Monitor queues, draft responses, summarize exceptions, and keep routine workflows moving with review gates.

03

Decision-support agents

Compare evidence, surface risk, and prepare recommendations for teams in regulated environments.

04

Admin agents

Automate internal reporting, handoffs, and documentation without sending sensitive data to public models.