Playbooks

Playbooks

Structured, practitioner-ready playbooks — frameworks, templates, and step-by-step guidance for strategy, consulting, digital transformation, and AI.

Beginner Data & AI

AI Storytelling, Internal Communication & Adoption Campaigns Playbook

A framework for AI storytelling, internal communication, and adoption campaigns — using specific, concrete narratives of genuine AI-driven outcomes rather than

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Intermediate Data & AI

AI Product Management for AI-Native Offerings Playbook

A framework for product management specific to AI-native offerings — roadmap and prioritization practices that account for model performance variability, managi

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Beginner Data & AI

AI Skills-Building & Upskilling Playbook for Non-Technical Teams

A ready-to-run upskilling playbook that takes non-technical teams from AI-curious to AI-fluent through a four-tier ladder, hands-on workshops, templates, and a

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Intermediate Commercial Excellence

Commercial Excellence Talent Profile & Role Design Playbook

A framework for commercial excellence talent profile and role design — defining genuine role-specific talent profiles based on what each commercial role actuall

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Intermediate Data & AI

Data Literacy for Sustainability Metrics & Climate Risk Analysis Playbook

A framework for building data literacy specifically around sustainability metrics and climate risk analysis — climate model uncertainty interpretation, scenario

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Advanced Strategy

Strategy for Balancing Efficiency, Resilience & Innovation Investment Playbook

A framework for deliberately balancing investment across efficiency (near-term margin), resilience (buffer against disruption), and innovation (future advantage

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Intermediate Commercial Excellence

Commercial Excellence for Land-and-Expand Motions Playbook

A framework for commercial excellence in land-and-expand motions — deliberately designing the initial land deal's scope, terms, and customer experience to set u

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Advanced Data & AI

Data & MLOps Foundations Playbook (From POC to Production)

A technical playbook for moving machine learning models from proof of concept to production, covering monitoring, governance, templates, and a worked churn-mode

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Advanced Digital Transformation

Smart City & Urban Services Digital Transformation Playbook

A framework for smart city and urban services digital transformation that connects data and services across city departments around genuine resident outcomes —

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Intermediate Data & AI

Data Literacy for AI-Enhanced Knowledge Work (Co-Pilots) Playbook

A framework for building data literacy specifically for knowledge workers using AI co-pilot tools — understanding AI output reliability and limitations, appropr

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Intermediate Data & AI

AI for Product Management & Roadmapping Playbook

A hands-on playbook for product managers deciding which AI features actually belong on the roadmap, using a four-lens evaluation framework, prioritization templ

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Intermediate Data & AI

Data Literacy for Text, Social & Unstructured Data Playbook

A framework for building data literacy around text, social, and unstructured data analysis — understanding sentiment analysis limitations, sampling bias in soci

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