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        <description>From Tribal Knowledge to Confident New Employees
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California agencies may have opportunities to work with certified Small Business and Disabled Veteran Business Enterprise providers through procurement pathways that support competition, responsiveness, and supplier diversity.</description>
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California agencies may have opportunities to work with certified Small Business and Disabled Veteran Business Enterprise providers through procurement pathways that support competition, responsiveness, and supplier diversity.</description>
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        <description>From AI Pressure to a Responsible Public-Sector Pilot
 Type  Illustrative Composite Case Study  Audience  California government executives, innovation leaders, program managers, legal and compliance teams, information security leaders, procurement teams, and digital-transformation stakeholders</description>
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        <description>Knowledge Governance

Knowledge governance is the discipline of making sure organizational information is accurate, owned, reviewable, usable, and appropriately controlled.

It answers a basic question:

Can staff, leaders, partners, and AI systems rely on this information?</description>
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        <description>OKF Bundles

An OKF Bundle is a structured collection of related knowledge designed to support a specific business, operational, compliance, procurement, training, or customer-support need.

Instead of storing information as disconnected wiki pages, an OKF Bundle organizes concepts, procedures, policies, source materials, ownership details, review status, and AI-use rules into one usable knowledge system.</description>
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        <description>From Policy Overload to Procurement-Ready Modernization
 Type  Illustrative Composite Case Study  Audience  California state and local government leaders, program managers, procurement teams, and digital-transformation stakeholders  Focus  Workflow Audits, governed knowledge, responsible AI readiness, and SB/DVBE procurement pathways</description>
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        <description>Public-Sector AI Implementation

Public-sector AI implementation should begin with mission needs, workflow clarity, governance, and responsible deployment practices.

The goal is not to add AI for its own sake.

The goal is to help agencies improve service delivery, staff productivity, knowledge access, accountability, and operational consistency without sacrificing public trust.</description>
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        <title>reducing_call_center_hold_times_with_governed_knowledge</title>
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        <description>From Long Hold Times to Reliable Answers
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        <dc:creator>Anonymous (anonymous@undisclosed.example.com)</dc:creator>
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        <description>Responsible AI Readiness

Responsible AI readiness means preparing an organization to use artificial intelligence in a way that supports mission outcomes while protecting accountability, privacy, transparency, public trust, and human judgment.

AI readiness is not simply a technology decision. It is an organizational readiness process.</description>
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        <title>turning_audit_findings_into_governed_operations</title>
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        <description>From Audit Findings to Governed Operations
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        <description>Workflow Audit

A Workflow Audit helps an agency understand how work actually moves before introducing new technology, automation, or artificial intelligence.

The purpose is not to criticize staff. The purpose is to identify where requests slow down, where information gets lost, where duplication occurs, and where accountability becomes unclear.</description>
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