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Applying Artificial Intelligence: Practical Paths for Teams and Organizations


Outcome-focused guidance to help people and organizations use AI to solve real problems, improve decisions, automate work, and accelerate learning.
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AI Opportunity Audit: Where to Start and What to Prioritize

A structured audit to identify, score, and prioritize AI opportunities aligned with business outcomes, capacity, and risk tolerances.

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AI Opportunity Audit: Where to Start and What to Prioritize

A structured audit to identify, score, and prioritize AI opportunities aligned with business outcomes, capacity, and risk tolerances.

Free

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KPI Huddle: Measuring AI Adoption, Impact, and Risk

A practical cadence, dashboard template, and conversation guide to track AI adoption, business outcomes, model quality, and operational risk.

Free

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Journey: Build AI Agents That Work for Your Team

A staged collection of practical steps and exercises to help teams design, prototype, test, deploy, and monitor reliable AI assistants for real workflows.

Free

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Playbook: Design High-Value Prompts, Assistants, and Workflows

Practical recipes for crafting prompts, building assistant personas, chaining model calls, and embedding AI into everyday workflows with test examples.

Free

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Data & Knowledge Readiness Audit: Can Your Information Power AI?

A practical checklist and evaluation framework to assess data quality, accessibility, labeling, governance, and knowledge architecture needed for reliable AI results.

Free

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Playbook: Deploy Responsible, Practical AI in Operations

Operational guidance for human-in-the-loop design, monitoring, incident response, privacy/compliance checkpoints, and lightweight model governance.

Free

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Research Project: Discover Hidden Opportunities with AI in Your Domain

A short research playbook using data analysis, process mapping, and stakeholder interviews to surface non-obvious AI use cases.

Free

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Journey: Learn AI Without Becoming a Programmer — Tools, Workflows, and Roles

A practical learning path for non-engineers—product managers, analysts, and frontline staff—to use AI tools safely and effectively in their work.

Free

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