Enterprise AI infrastructure
AX3 Transformation Playbooks

Reference architectures for complex enterprise transformation.

Playbooks are how AX3 packages what it knows: industry expertise combined with Salesforce, AI, data, digital engineering, Forward Deployed Engineering and specialized talent. Each one describes a real business problem, why it is hard, and the architecture that changes it — as a solution concept, not a client case study.

Discuss a playbook
In brief
What they are
AX3 Transformation Playbooks are reference architectures for recurring enterprise problems — each one documents the problem, why it is hard, the workflow and the architecture.
Who they are for
Executives and technology leaders accountable for revenue, service, supply chain, patient or customer workflows that span multiple systems.
What problem they solve
Transformation programmes stall because the business problem, the data reality and the platform estate are designed separately. A playbook connects all three up front.
Technologies involved
Salesforce, AI and agents, data platforms and integration, plus digital engineering across SAP, custom platforms and industrial systems.
Industries they apply to
Semiconductor, manufacturing, automotive and EV, CPG and retail, financial services, healthcare and life sciences, energy, logistics, travel and telecom.
What AX3 provides
Architecture and delivery — by an AX3 team, by Forward Deployed Engineers embedded in your environment, or through specialized talent when you own the build.
What goes into a playbook

Seven capabilities, assembled around one business problem.

Industry expertise

The operating reality, data and constraints of the sector come first.

Salesforce

The engagement layer where sales, service and revenue workflows run.

AI

Agents and models applied at the decision point, grounded in governed data.

Data

Identity, entitlement and event data resolved into one usable truth.

Digital Engineering

Integration, pipelines and product engineering that make it real.

FDE & Talent

Embedded engineers and specialized talent to build and sustain it.

Playbook library

Filter by industry, business function or technology.

Industry
Function
Technology

Showing 10 of 10 playbooks

01

Cross-Industry Playbooks

Problem classes that repeat in every sector — service execution, commercial workflow and AI-assisted selling.

02

Industry Playbooks

Reference architectures shaped by the operating reality of a specific industry, its data and its regulators.

Connected manufacturing plant floor with production and customer operationsManufacturing

Manufacturing Customer 360

One customer, account and asset view across direct sales, distributors and service networks.

Problem: Customer, installed-base and entitlement records are split across ERP, CRM, warranty and field systems that do not agree, so sellers, service and channel partners work from different truths.

SalesforceData 360AIEnterprise Integration

Sales · Service · Customer Experience

View Playbook
Modern omnichannel retail and consumer goods operationsCPG & Retail

Retail Customer 360

Unify consumer, retailer, distributor and commerce data into one intelligent customer platform.

Problem: Consumer identity, retailer relationships and in-store execution data sit in separate systems, so trade investment and personalisation decisions are made without the full picture.

SalesforceData 360AIData

Customer Experience · Sales · Operations

View Playbook
Connected vehicle telemetry and automotive customer experience operationsAutomotive

Connected Vehicle Experience

Turn vehicle telemetry into proactive service, warranty and customer engagement.

Problem: The vehicle generates continuous data while the customer relationship sits with dealers and separate service systems, so the manufacturer sees neither clearly.

SalesforceDataAIDigital Engineering

Customer Experience · Service · Data

View Playbook
Electric vehicle charging infrastructure and mobility customer experienceEV & Mobility

EV Customer Experience

One ownership experience across digital purchase, charging, battery and subscription.

Problem: EV buyers expect a direct digital relationship, but ordering, delivery, charging and service data typically sit in separate platforms.

SalesforceDataAIDigital Engineering

Customer Experience · Sales · Service

View Playbook
Digital financial services advisory and customer intelligence operationsFinancial Services

Financial Services Relationship 360

A compliant relationship view across onboarding, advice, servicing and product holdings.

Problem: Client relationships span products, entities and channels that each hold part of the picture, leaving advisors without a complete relationship view.

SalesforceData 360AIEnterprise Integration

Sales · Service · Customer Experience

View Playbook
Digital healthcare patient journey and clinical coordinationHealthcare & Life Sciences

Healthcare Patient Experience

Coordinated, consented engagement across access, service and care navigation.

Problem: Patients navigate scheduling, referrals, billing and support through disconnected channels while clinical systems remain the record of care.

SalesforceDataAIEnterprise Integration

Customer Experience · Service · Operations

View Playbook
Logistics control tower with warehouse and transportation network operationsLogistics & Supply Chain

Intelligent Logistics Control Tower

Shipment visibility, exception management and customer communication in one operating view.

Problem: Shipment, inventory, carrier and customer commitment data sit in separate systems, so exceptions surface after the customer has already noticed.

DataAIDigital EngineeringCloud

Supply Chain · Operations · Data

View Playbook
03

Salesforce Transformation Playbooks

Playbooks where Salesforce, Data 360 and Agentforce carry the engagement layer of the architecture.

Connected manufacturing plant floor with production and customer operationsManufacturing

Manufacturing Customer 360

One customer, account and asset view across direct sales, distributors and service networks.

Problem: Customer, installed-base and entitlement records are split across ERP, CRM, warranty and field systems that do not agree, so sellers, service and channel partners work from different truths.

SalesforceData 360AIEnterprise Integration

Sales · Service · Customer Experience

View Playbook
Field engineer inspecting a connected industrial asset with telemetry on a tabletCross-Industry

AI-Powered Field Service

Connect customers, assets, technicians and intelligence into one service operation.

Problem: Dispatch runs on assumptions, technicians arrive without full asset history and parts availability is invisible until the van is loaded.

SalesforceAIAgentforceData

Field Service · Service · Operations

View Playbook
Enterprise commercial operations team reviewing digital quoting and contract workflowsCross-Industry

Intelligent Quote-to-Cash

Compress the path from opportunity to recognised revenue with governed pricing and automation.

Problem: Quoting, discounting, contracting and billing live in disconnected systems, so cycle times stretch and revenue data has to be reconciled after the fact.

SalesforceAIDataEnterprise Integration

Revenue · Sales · Finance

View Playbook
Modern omnichannel retail and consumer goods operationsCPG & Retail

Retail Customer 360

Unify consumer, retailer, distributor and commerce data into one intelligent customer platform.

Problem: Consumer identity, retailer relationships and in-store execution data sit in separate systems, so trade investment and personalisation decisions are made without the full picture.

SalesforceData 360AIData

Customer Experience · Sales · Operations

View Playbook
Enterprise seller working with an AI assistant interface on a laptopCross-Industry

AI Sales Concierge

An agentic selling assistant grounded in catalog, pricing and entitlement data.

Problem: Sellers spend a large share of their time assembling context — account history, product fit, pricing and service exposure — instead of selling.

SalesforceAgentforceAIData 360

Sales · Revenue · AI

View Playbook
Digital financial services advisory and customer intelligence operationsFinancial Services

Financial Services Relationship 360

A compliant relationship view across onboarding, advice, servicing and product holdings.

Problem: Client relationships span products, entities and channels that each hold part of the picture, leaving advisors without a complete relationship view.

SalesforceData 360AIEnterprise Integration

Sales · Service · Customer Experience

View Playbook

AX3 Transformation Playbooks describe how we approach a problem class. They do not represent named customers, delivered implementations or measured results.

How playbooks get delivered

Architecture is the easy half. Delivery is the rest.

Every playbook can be delivered by an AX3 team, built by Forward Deployed Engineers embedded inside your environment, or staffed with specialized talent where you want to own the work.

FAQ

About the playbooks

What is an AX3 Transformation Playbook?

A reference architecture for a recurring enterprise problem class. Each playbook sets out the business problem, why it is hard, the workflow, the reference architecture across data, AI, Salesforce, integration and engineering, and the outcomes it is designed to produce.

Are these playbooks client case studies?

No. AX3 Transformation Playbooks are reference solution concepts describing how we approach a problem class. They do not represent named customers, delivered implementations or measured results.

How is a playbook used in an engagement?

We map the playbook against your workflow, data reality and existing platform estate, then adapt the architecture, sequencing and success measures to your environment.

Can a playbook be delivered incrementally?

Yes. Each playbook is structured so the first release solves a single high-cost workflow, with later phases extending data, automation and AI coverage.

Do playbooks assume Salesforce?

Many use Salesforce as the engagement layer, but the underlying data, integration and AI patterns apply across SAP, custom platforms and industrial systems.

Can AX3 provide the engineering and talent to deliver a playbook?

Yes. AX3 delivers playbooks with its own teams, embeds Forward Deployed Engineers inside your environment, or supplies specialized talent where you prefer to own delivery.

Engage AX3

Which of these problems is yours?

Bring us the workflow that is costing you most. We will map it against the playbook, your data reality and your Salesforce estate.