📚 37 Playbooks

Free. No login required.
Updated regularly.

Operator Atlas

AI Playbooks for
Modern Business

Practical guides across every function and industry. Real tools, expert prompts, maturity assessments, and 30-60-90 plans — no hype, no filler.

37
Playbooks
17
Business Functions
20
Industries
100%
Free
📚 All Playbooks 37
⚙️ Business Functions 17
🏭 Industries 20
Showing all 37 playbooks
⚙️ ERP

AI Playbook for ERP

AI-native ERPs are rewriting the competitive landscape. Before you sign anything, this guide gives CFOs, COOs, and IT leaders the framework to evaluate what's real.

Read now →
🤝 CRM

AI Playbook for CRM

Buying, upgrading, or extending your CRM with AI? This guide cuts through the vendor noise so sales leaders, RevOps, and IT can make the right call.

Read now →
🏗️ Construction

AI Playbook for Construction

Bid smarter, catch schedule slippage early, and keep crews informed in the field. This playbook covers how GCs and contractors are putting AI to work on real projects.

Read now →
❄️ HVAC

AI Playbook for HVAC Companies

For teams with 20+ techs: operations, not demand. Office workload, routing, field support, peak season, compliance (A2L), and faster estimates — with ServiceTitan-class integrations.

Read now →
🏭 Manufacturing

AI Playbook for Manufacturing

From predictive maintenance to quality inspection, manufacturers are finding AI-driven ROI on the shop floor. This playbook covers 7 deep dives across the production lifecycle.

Read now →
🤲 Nonprofit

AI Playbook for Nonprofits

Nonprofits are doing more with less by using AI for grant writing, donor engagement, and program delivery. This playbook is built for mission-driven teams, not enterprise budgets.

Read now →
💼 Sales

AI Playbook for Sales

Top performers are using AI to prospect smarter, prep faster, and follow up without dropping the ball. This playbook gives mid-market sales teams the exact playbook they're running.

Read now →
Energy

AI Playbook for Energy

Grid reliability, asset uptime, and customer satisfaction are all on the line. This playbook shows how energy professionals are using AI to manage complexity at scale.

Read now →
📢 Marketing

AI Playbook for Marketing

More content, faster campaigns, sharper targeting — AI is giving marketing teams leverage they've never had before. This playbook shows how to build it into every workflow.

Read now →
📊 Accounting

AI Playbook for Accounting

From closing the books faster to flagging anomalies before auditors do, this playbook maps where AI fits into the accounting function — and where human judgment still matters most.

Read now →
🏨 Hospitality

AI Playbook for Food & Beverage

From formulation to shelf, food and beverage operations are finding AI-driven wins in quality, compliance, and demand planning. Here's the field guide for how.

Read now →
🔒 IT & Security

AI Playbook for IT, Security & Compliance

Threats move faster than teams can respond. This playbook equips IT and security professionals with the AI tools and workflows needed to detect, respond, and stay compliant.

Read now →
⌨️ Software/Tech

AI Playbook for Software Industry

Product, engineering, GTM, and support — AI is accelerating every function in a software business. This playbook helps software teams cut through the hype and ship real results.

Read now →
👥 HR

AI Playbook for HR & People Operations

Recruiting, onboarding, performance, retention — AI is reshaping every stage of the employee lifecycle. This playbook gives HR teams a practical path to doing it well.

Read now →
💬 Customer Service

AI Playbook for Customer Service & Support

AI is rewriting how support teams handle volume, speed, and quality — all at once. Here's how to deploy it without sacrificing the experience customers actually care about.

Read now →
📦 Supply Chain & Logistics

AI Playbook for Inventory Management

Dead stock, stockouts, and supplier surprises — AI is solving the core frustrations of inventory management. This playbook shows supply chain teams exactly how.

Read now →
📦 Supply Chain & Logistics

AI Playbook for Warehouse Operations

Labor costs, throughput, and accuracy — DC managers and ops directors are using AI to move the needle on all three. This playbook maps the highest-impact places to start.

Read now →
📦 Supply Chain & Logistics

AI Playbook for Wholesale & Distribution

From the moment an order hits to the moment it's delivered, AI is compressing time and cost across the distribution chain. This playbook shows exactly where.

Read now →
🏦 Financial Services

AI Playbook for Financial Services

Client expectations are rising, margins are tightening, and compliance isn't getting simpler. This playbook shows financial services teams where AI delivers — responsibly.

Read now →
🏥 Health & Life Sciences

AI Playbook for Healthcare

Clinical documentation, prior auth, patient flow — AI is touching every corner of healthcare delivery. This playbook helps teams adopt it with the rigor the industry demands.

Read now →
🛡️ Insurance

AI Playbook for Insurance

Underwriting speed, claims accuracy, and distribution reach are all improving with AI. This playbook maps the use cases with the highest ROI for insurance professionals.

Read now →
🏥 Health & Life Sciences

AI Playbook for Pharma & Life Sciences

From molecule to market, AI is accelerating every phase of pharmaceutical development and commercialization. This playbook covers what's working — and what's still emerging.

Read now →
⌨️ Professional Services

AI Playbook for Professional Services

Consulting, legal, engineering, accounting, HR — AI is transforming how professional services firms deliver and price their work. This playbook spans eight disciplines in one place.

Read now →
🏠 Real Estate

AI Playbook for Real Estate

Better valuations, faster closings, and more informed clients — AI is giving real estate professionals a sharper edge at every stage of the transaction.

Read now →
🛍️ Retail

AI Playbook for Retail & E-Commerce

Not chatbots — margin control, inventory velocity, and pricing precision. Retail AI stack, governance, markdown optimization, and 150+ vendor landscape patterns for merchandising and ops.

Read now →
🤝 Procurement

AI Playbook for Procurement

Improve sourcing quality, contract velocity, and supplier resilience with practical AI operations.

Read now →
⚖️ Legal Ops

AI Playbook for Legal Operations

Reduce legal backlog and standardize low-risk work with governed AI workflows.

Read now →
🧭 Product

AI Playbook for Product Management

Accelerate discovery and roadmap decisions while improving execution clarity.

Read now →
📈 FP&A

AI Playbook for Financial Planning & Analysis

Strengthen forecast confidence and scenario decision speed for leadership.

Read now →
🧩 RevOps

AI Playbook for Revenue Operations

Improve forecast accuracy and GTM handoff performance with AI-assisted rev ops.

Read now →
📉 Data

AI Playbook for Data & Analytics

Increase insight velocity while preserving metric trust and governance.

Read now →
🎓 Education

AI Playbook for Education

Support learners and educators with scalable, policy-aligned AI operations.

Read now →
🏛️ Government

AI Playbook for Government & Public Sector

Improve service delivery and case throughput with accountability-first AI deployment.

Read now →
🚚 Transportation

AI Playbook for Transportation & Carriers

Optimize routing, dispatch, and exception handling for reliable carrier operations.

Read now →
📡 Telecom

AI Playbook for Telecommunications

Reduce churn and improve network/service response with telecom-focused AI playbooks.

Read now →
📰 Media

AI Playbook for Media & Publishing

Scale editorial throughput while protecting trust, quality, and audience relevance.

Read now →
✈️ Travel

AI Playbook for Travel & Tourism

Improve conversion, guest experience, and disruption readiness with practical AI workflows.

Read now →
⚙️ ERP
AI Playbook for ERP
AI-native ERPs are rewriting the competitive landscape. Before you sign anything, this guide gives CFOs, COOs, and IT leaders the framework to evaluate what's real.
🤝 CRM
AI Playbook for CRM
Buying, upgrading, or extending your CRM with AI? This guide cuts through the vendor noise so sales leaders, RevOps, and IT can make the right call.
🏗️ Construction
AI Playbook for Construction
Bid smarter, catch schedule slippage early, and keep crews informed in the field. This playbook covers how GCs and contractors are putting AI to work on real projects.
❄️ HVAC
AI Playbook for HVAC Companies
For teams with 20+ techs: operations, not demand. Office workload, routing, field support, peak season, compliance (A2L), and faster estimates — with ServiceTitan-class integrations.
🏭 Manufacturing
AI Playbook for Manufacturing
From predictive maintenance to quality inspection, manufacturers are finding AI-driven ROI on the shop floor. This playbook covers 7 deep dives across the production lifecycle.
🤲 Nonprofit
AI Playbook for Nonprofits
Nonprofits are doing more with less by using AI for grant writing, donor engagement, and program delivery. This playbook is built for mission-driven teams, not enterprise budgets.
💼 Sales
AI Playbook for Sales
Top performers are using AI to prospect smarter, prep faster, and follow up without dropping the ball. This playbook gives mid-market sales teams the exact playbook they're running.
Energy
AI Playbook for Energy
Grid reliability, asset uptime, and customer satisfaction are all on the line. This playbook shows how energy professionals are using AI to manage complexity at scale.
📢 Marketing
AI Playbook for Marketing
More content, faster campaigns, sharper targeting — AI is giving marketing teams leverage they've never had before. This playbook shows how to build it into every workflow.
📊 Accounting
AI Playbook for Accounting
From closing the books faster to flagging anomalies before auditors do, this playbook maps where AI fits into the accounting function — and where human judgment still matters most.
🏨 Hospitality
AI Playbook for Food & Beverage
From formulation to shelf, food and beverage operations are finding AI-driven wins in quality, compliance, and demand planning. Here's the field guide for how.
🔒 IT & Security
AI Playbook for IT, Security & Compliance
Threats move faster than teams can respond. This playbook equips IT and security professionals with the AI tools and workflows needed to detect, respond, and stay compliant.
⌨️ Software/Tech
AI Playbook for Software Industry
Product, engineering, GTM, and support — AI is accelerating every function in a software business. This playbook helps software teams cut through the hype and ship real results.
👥 HR
AI Playbook for HR & People Operations
Recruiting, onboarding, performance, retention — AI is reshaping every stage of the employee lifecycle. This playbook gives HR teams a practical path to doing it well.
💬 Customer Service
AI Playbook for Customer Service & Support
AI is rewriting how support teams handle volume, speed, and quality — all at once. Here's how to deploy it without sacrificing the experience customers actually care about.
📦 Supply Chain & Logistics
AI Playbook for Inventory Management
Dead stock, stockouts, and supplier surprises — AI is solving the core frustrations of inventory management. This playbook shows supply chain teams exactly how.
📦 Supply Chain & Logistics
AI Playbook for Warehouse Operations
Labor costs, throughput, and accuracy — DC managers and ops directors are using AI to move the needle on all three. This playbook maps the highest-impact places to start.
📦 Supply Chain & Logistics
AI Playbook for Wholesale & Distribution
From the moment an order hits to the moment it's delivered, AI is compressing time and cost across the distribution chain. This playbook shows exactly where.
🏦 Financial Services
AI Playbook for Financial Services
Client expectations are rising, margins are tightening, and compliance isn't getting simpler. This playbook shows financial services teams where AI delivers — responsibly.
🏥 Health & Life Sciences
AI Playbook for Healthcare
Clinical documentation, prior auth, patient flow — AI is touching every corner of healthcare delivery. This playbook helps teams adopt it with the rigor the industry demands.
🛡️ Insurance
AI Playbook for Insurance
Underwriting speed, claims accuracy, and distribution reach are all improving with AI. This playbook maps the use cases with the highest ROI for insurance professionals.
🏥 Health & Life Sciences
AI Playbook for Pharma & Life Sciences
From molecule to market, AI is accelerating every phase of pharmaceutical development and commercialization. This playbook covers what's working — and what's still emerging.
⌨️ Professional Services
AI Playbook for Professional Services
Consulting, legal, engineering, accounting, HR — AI is transforming how professional services firms deliver and price their work. This playbook spans eight disciplines in one place.
🏠 Real Estate
AI Playbook for Real Estate
Better valuations, faster closings, and more informed clients — AI is giving real estate professionals a sharper edge at every stage of the transaction.
🛍️ Retail
AI Playbook for Retail & E-Commerce
Not chatbots — margin control, inventory velocity, and pricing precision. Retail AI stack, governance, markdown optimization, and vendor landscape patterns for merchandising and ops.
🤝 Procurement
AI Playbook for Procurement
Improve sourcing quality, contract velocity, and supplier resilience with practical AI operations.
⚖️ Legal Ops
AI Playbook for Legal Operations
Reduce legal backlog and standardize low-risk work with governed AI workflows.
🧭 Product
AI Playbook for Product Management
Accelerate discovery and roadmap decisions while improving execution clarity.
📈 FP&A
AI Playbook for Financial Planning & Analysis
Strengthen forecast confidence and scenario decision speed for leadership.
🧩 RevOps
AI Playbook for Revenue Operations
Improve forecast accuracy and GTM handoff performance with AI-assisted rev ops.
📉 Data
AI Playbook for Data & Analytics
Increase insight velocity while preserving metric trust and governance.
🎓 Education
AI Playbook for Education
Support learners and educators with scalable, policy-aligned AI operations.
🏛️ Government
AI Playbook for Government & Public Sector
Improve service delivery and case throughput with accountability-first AI deployment.
🚚 Transportation
AI Playbook for Transportation & Carriers
Optimize routing, dispatch, and exception handling for reliable carrier operations.
📡 Telecom
AI Playbook for Telecommunications
Reduce churn and improve network/service response with telecom-focused AI playbooks.
📰 Media
AI Playbook for Media & Publishing
Scale editorial throughput while protecting trust, quality, and audience relevance.
✈️ Travel
AI Playbook for Travel & Tourism
Improve conversion, guest experience, and disruption readiness with practical AI workflows.

How each playbook is built

01
Why AI matters here
The real business case — what's changing, what's at stake, and why now.
02
Function deep dives
Each key function with specific AI use cases, tools, and implementation notes.
03
Tool landscape
Curated, categorized tools — not every tool, just the ones worth your time.
04
Expert prompts
Ready-to-use prompts built with professional frameworks — MEDDIC, HEARD, 5-Why, and more.
05
Maturity assessment
Self-score your AI maturity from manual to agentic, with a clear path to the next level.
06
30-60-90 plan
A concrete implementation roadmap for your first week, month, and quarter.