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The **Claude Certified Architect – Foundations** certification (exam code **CCAR-F**) validates that practitioners can make sound architectural and configuration decisions when building production-grade applications with Claude. The exam tests practical judgment — not just conceptual recall — across five weighted domains: - **Agentic Architecture & Orchestration** (27%) — agentic loops, coordinator-subagent patterns, parallel subagent execution, hooks, and session management - **Claude Code Configuration & Workflows** (20%) — CLAUDE.md hierarchy, `.claude/rules/` path-scoped rules, custom slash commands and skills, plan mode vs. direct execution, and CI/CD integration - **Prompt Engineering & Structured Output** (20%) — few-shot prompting, explicit review criteria, `tool_use` with JSON schemas, batch processing with the **Message Batches API**, and multi-pass review architectures - **Tool Design & MCP Integration** (18%) — writing effective tool descriptions, structured error responses, tool distribution across agents, and MCP server configuration - **Context Management & Reliability** (15%) — context window optimization, escalation patterns, error propagation, provenance tracking, and human review workflows Questions are grounded in realistic scenarios — building a **customer support resolution agent**, designing a **multi-agent research pipeline**, integrating **Claude Code into CI/CD**, and extracting **structured data from unstructured documents** — drawn from a bank of six, with four presented per exam sitting. The exam consists of **60 items** (multiple-choice and multiple-response) delivered in **120 minutes** via **Pearson VUE** (online proctored or test center). The passing score is a **scaled score of 720** on a 100–1,000 scale, and the credential is valid for **12 months**. The ideal candidate has **6+ months of hands-on experience** building with the **Claude API**, **Claude Agent SDK**, **Claude Code**, and **Model Context Protocol (MCP)**, with practical familiarity with both capabilities and production limitations of large language models.

The **Claude Certified Associate – Foundations** credential (exam code **CCAO-F**) validates your ability to apply **Claude** effectively in real-world business workflows — moving beyond basic Q&A to process redesign, task automation, and structured project development. It's designed for professionals in roles such as operations, marketing, project management, education, and communications who use Claude as a core productivity tool, not for software developers or API specialists. The exam covers seven **content domains**: - **Prompting and Task Execution** — crafting and iterating effective prompts - **Output Evaluation and Validation** — identifying hallucinations, applying fact-checking, selecting output formats - **Product and Model Selection** — choosing between Haiku, Sonnet, and Opus; managing context limits - **Workflow Integration and Solution Design** — embedding Claude into existing processes - **Configuration and Knowledge Management** — setting up Projects, instructions, and knowledge connectors - **Governance, Risk, and Responsible Use** — data sensitivity, privacy, and organizational AI policy - **Troubleshooting and Optimization** — diagnosing and improving underperforming prompts No mandatory prerequisites or coding experience is required. The exam consists of **60 multiple-choice and multiple-response items** in **120 minutes**, with a passing **scaled score of 720** (on a 100–1,000 scale). The credential is valid for **12 months** and can be renewed through a free assessment on the Anthropic Partner Academy.

This course prepares you for the **Salesforce Certified Platform App Builder** exam, designed for individuals experienced in developing custom applications on the **Lightning Platform**. The certification validates your ability to design applications supporting business processes and reporting needs, customize the mobile user experience, apply sharing and access controls, and manage development environments and deployment options—without requiring programmatic development skills like Apex, JavaScript, or Visualforce. The exam covers five major domains: - **Salesforce Fundamentals** (23%) — declarative vs. programmatic customization, AppExchange use cases, object/record/field access, sharing solutions, reports and dashboards, mobile UX, and Chatter - **Data Modeling and Management** (22%) — data models, relationship types, field data types, Schema Builder, and data import/export including external data sources - **Business Logic and Process Automation** (28%) — formula fields, roll-up summary fields, validation rules, approval processes, and process automation tool selection - **User Interface** (17%) — UI customization options, custom buttons/links/actions, and declarative and programmatic Lightning component integration - **App Deployment** (10%) — application lifecycle management, sandboxes, change sets, managed/unmanaged packages, and deployment planning Ideal candidates have hands-on experience developing custom apps on the **Lightning Platform**, along with familiarity with Salesforce license types and deployment tools. The source material doesn't specify question count, exam duration, or passing score, so be sure to confirm these logistics directly with Salesforce when registering. Recommended self-study resources include **Trailmixes** and several **Superbadges** covering object relationships, user access, formulas, data quality, and flow fundamentals.

**Salesforce Certified Platform Data Architect** exam prep covers how to assess architecture requirements and design scalable, high-performing data solutions on the **Customer 360 Platform** for enterprise data management. This course prepares candidates to work with information architecture frameworks — data sourcing, integration/movement, persistence, master data management, metadata management, semantic reconciliation, governance, security, and delivery — while addressing data quality, deduplication, and data stewardship practices, and communicating design trade-offs to business stakeholders. The exam objectives are organized into the following weighted domains: - **Data Modeling/Database Design** (25%) — objects, fields, relationships, big objects, metadata, data skew - **Salesforce Data Management** (25%) — license types, consistent data persistence, single customer view, multi-org consolidation - **Large Data Volume Considerations** (20%) — LDV-aware modeling, archiving/purging, virtualized data - **Data Migration** (15%) — data quality at load time, LDV migration performance, exporting data - **Data Governance** (10%) — GDPR-compliant modeling, enterprise governance programs - **Master Data Management** (5%) — MDM implementation styles, golden records, attribute consolidation, hierarchy management Recommended background includes **2 to 3 years of Salesforce experience** and **5+ years supporting or implementing data-centric solutions**, typically suited to Advanced Administrators, Data Architects, Technical/Solution Architects, and Advanced Platform Developers. Candidates are not expected to know non-Salesforce database technologies, integration tool configuration, MDM tool specifics, Lightning development, or programming languages. The source material does not specify question count, exam duration, or passing score.

Prepare for the **Salesforce Certified Platform Development Lifecycle and Deployment Architect** exam with a course built around the official exam blueprint. This certification validates the ability to design governance frameworks, manage development and deployment lifecycles on the **Lightning Platform**, and communicate DevOps design trade-offs to both business and technical stakeholders. The exam covers the following weighted domains: - **Application Lifecycle Management** (8%) — assessing development methodologies and governance strategies - **Planning** (13%) — ALM maturity, risk mitigation, governance frameworks, release readiness - **System Design** (15%) — agile tooling, org strategy, sandbox strategy, deployment components - **Building** (14%) — source control branching/versioning, test data strategy, org-based vs. package-based development, code quality practices - **Deploying** (14%) — **Metadata** and **Tooling API** capabilities, pre/post-deployment steps, technical reference data - **Testing** (13%) — testing methodology, test execution and coverage, unified test data strategy - **Releasing** (13%) — managed/unmanaged/unlocked packages, sandbox-to-release mapping, release management strategy - **Operating** (10%) — production change implications, multi-org release artifact management Recommended background includes 2–3 years of **Salesforce Platform** experience, 1–2 years working with **Salesforce DevOps**, governance committees, and application lifecycle management, plus familiarity with agile, waterfall, and hybrid delivery methodologies. This course is best suited for technical leads, delivery leads, release managers, environment managers, ops managers, test managers, and technical architects looking to validate their expertise in this domain.

Prepare for the **Salesforce Certified Platform Identity and Access Management Architect** exam with a course built around the real exam blueprint. This certification validates the ability to design secure, scalable identity and access management solutions on the **Customer 360** platform, including single sign-on (SSO), authentication, and user provisioning strategies, while communicating design trade-offs to technical and business stakeholders. The course covers the exam's core domains: - **Identity Management Concepts** – authentication patterns, trust between systems, user provisioning, SSO troubleshooting - **Accepting Third-Party Identity in Salesforce** – Salesforce as a Service Provider, B2E/B2C provisioning, third-party authentication, auditing and diagnostics - **Salesforce as an Identity Provider** – OAuth flows (Web-based, JWT, User-Agent, Device), Connected App scope and configuration, tokens and secrets - **Access Management Best Practices** – multi-factor authentication (MFA), role/profile/permission set assignment during SSO, login auditing - **Salesforce Identity** – Identity Connect, Customer 360 Identity, appropriate license types - **Community (Partner and Customer)** – Experience Cloud branding and authentication options, external IdP support, External Identity licenses, embedded login This course is designed for candidates in roles such as **Enterprise Architect**, **Technical Architect**, **Security Architect**, **Integration Architect**, **Identity Architect**, or **Solution Architect**, with hands-on experience designing and implementing SSO, SAML, OAuth, OpenID Connect, and user lifecycle management in Salesforce. Candidates should be comfortable with federated and delegated authentication concepts, though deep Apex coding, networking/domain administration, and knowledge of specific third-party IdP technologies fall outside the exam's expected scope.

This course prepares you for the **Salesforce Certified Platform Integration Architect** exam, designed for professionals who assess integration requirements and design secure, scalable solutions for integrating the **Salesforce Platform** with other enterprise and cloud applications. The course covers evaluating system landscapes, identifying integration patterns, and communicating design trade-offs to both technical and business stakeholders, preparing candidates who typically work as Technical Architects, Integration Architects, Solution Architects, or Programmer Analysts. The exam outline spans the following domains: - **Evaluate the Current System Landscape** (8%) – standards, limitations, protocols, and authentication/authorization needs - **Evaluate Business Needs** (11%) – functional/non-functional requirements, data classification, and regulatory factors - **Translate Needs to Integration Requirements** (22%) – system inventories, process constraints, security requirements, and performance needs - **Design Integration Solutions** (28%) – integration patterns, solution components, trade-offs, and appropriate **Salesforce APIs** - **Build Solution** (23%) – API design considerations, outbound calls, scalability, error handling, security, and resilience - **Maintain Integration** (8%) – performance monitoring, error escalation/recovery, and reporting Recommended background includes 1–2 years of Salesforce Platform Integration Architecture experience, 2–3 years of hands-on **Salesforce** administration and/or development experience, and at least 1 year supporting or implementing data-centric enterprise integration solutions. Candidates are not expected to know non-Salesforce database technologies, middleware configuration, MDM tools, or programming languages, but should be comfortable identifying appropriate integration patterns, APIs, and security mechanisms for real-world business scenarios.

This course prepares you for the **Salesforce Certified Platform Sharing and Visibility Architect** exam, which validates the ability to assess security and sharing requirements and design secure, scalable solutions on the **Salesforce Platform**. It focuses on skills like architecting object relationships, organization-wide defaults, role hierarchy, sharing rules, teams, groups, and programmatic sharing, along with communicating security trade-offs to both business and technical stakeholders. The exam outline covers four major domains: - **Permissions to Standard Objects, Custom Objects, and Fields** – object and field-level access, UI-level data hiding, protecting sensitive data (e.g., PCI, PII, HIPAA), and programmatic enforcement of security - **Access to Records** – organization-wide defaults, role hierarchy, sharing rules, groups, teams, object relationships, programmatic sharing, external user access, and record access overrides - **Access to Other Data** – controlling access to data beyond standard and custom objects, such as Big Objects, reports, dashboards, and files - **Implications of Security Model Choice** – scalability considerations for large data volumes, license limitations, and testing the sharing model Candidates for this certification typically bring **2–3 years of Salesforce experience** and **4–5 years implementing complex security models**, along with an understanding of security methods and data policies for handling sensitive data. Typical job roles include **Advanced Administrator**, **Technical/Solution Architect**, and **Advanced Business Analyst**. The source material does not specify question count, exam duration, or passing score.

**Salesforce Certified Sales Cloud Consultant** exam prep helps you get ready for the certification that validates your ability to design and deploy **Sales Cloud** solutions that support real-world customer business processes. This course covers the full scope of the exam, focusing on how consultants gather requirements, scope projects, and translate business needs into scalable, maintainable solutions across the sales lifecycle. The exam objectives are organized into five domains: - **Sales Lifecycle** — matching business requirements and KPIs to Sales Cloud features like Sales Engagement, Enterprise Territory Management, Opportunity Forecasting, and Sales Cloud Einstein - **Consulting and Implementation Strategies** — discovery workshops, change management, deployment considerations, and the project management lifecycle - **Practical Application of Sales Cloud Expertise** — building end-to-end Lead-to-Opportunity-to-Quote-to-Close processes, security models, Products/Price Books/Quotes, and when to extend declarative development with custom or third-party solutions - **Data Management** — data migration, integration, scalability, and sales data quality - **Predictive and Generative AI** — **Agentforce for Sales**, predictive AI tools in Sales Cloud, and ethical AI considerations using Salesforce's Trusted AI Principles Candidates are recommended to have **1+ years of experience** using Salesforce and working with sales processes, along with a solid grasp of consulting methodology, data management concepts, and the full Sales Cloud implementation lifecycle. The source guide does not specify the exam's question count, duration, or passing score, so be sure to confirm those logistics directly with Salesforce when you register.

This course prepares you for the **Salesforce Certified Service Cloud Consultant** exam, designed for professionals who implement Service Cloud solutions to support customer service and support business processes. It focuses on the skills needed to design case management processes, configure the service rep and customer experience, and recommend AI-driven solutions like **Agentforce** within customer support workflows. The exam covers these major domains: - **Industry Knowledge** – Contact Center metrics, KPIs, and business challenges - **Implementation Strategies** – consulting engagements, deployment/training strategies, data migration and governance - **Service Cloud Solution Design** – service rep and customer experience design, data security and compliance - **Knowledge Management** – article lifecycle, **Knowledge-Centered Service (KCS)**, Salesforce Knowledge configuration - **Intake and Interaction Channels** – channel design, AI agent use cases, agentic service capabilities - **Case Management** – case lifecycle, deflection strategies, entitlements, milestones, SLAs, automation - **Contact Center Analytics** – reports and dashboards for stakeholders - **Integrations** – third-party solutions and external data connections Candidates typically bring **2 to 5 years of professional experience** implementing Salesforce with customer support expertise. This course reflects the full exam blueprint, including each domain's weighting, so you can prioritize study time accordingly and build practical skills in solution design, automation, and analytics for real-world **Service Cloud** implementations.

This course prepares experienced consultants for the **Salesforce Certified Data 360 Consultant** exam — designed for professionals who implement and advise on **Data 360** and other enterprise data platforms in customer-facing roles. Ideal candidates bring backgrounds in Salesforce administration, business analysis, architecture, solutioning, or technical marketing, and have hands-on experience with **data strategy**, **data modeling**, and building solutions across Salesforce products. The exam covers six domains: - **Solution Positioning** — key terminology, business value, **data ethics and governance**, and Data 360's foundational role in **generative and predictive AI** (14%) - **Data 360 Setup and Administration** — permissions, governance configuration, development lifecycle tooling, and troubleshooting (13%) - **Data Source Connection and Ingestion** — transformation capabilities, ingestion processes, and data collaboration including **Zero-Copy** (18%) - **Harmonization and Unification** — **identity resolution**, unification use cases, and data modeling in Data 360 (17%) - **Data Enhancements, Sharing, and Analysis** — building insights, reporting and dashboards, AI tooling, and referencing Data 360 from external systems (18%) - **Data Activations and Utilization** — **segmentation**, managing and publishing activations, acting on data, and using Data 360 in **Salesforce flows** (20%) Recommended experience includes implementing Data 360 across multiple use cases with a strong grasp of its capabilities and terminology.

**Salesforce Certified Experience Cloud Consultant** exam prep is designed for professionals who configure, administer, and troubleshoot **Salesforce Experience Cloud** sites and want to validate that expertise through certification. This course prepares you to enable digital experiences, choose the right templates and external user licenses, apply branding and personalization in **Experience Builder**, manage Topics and Knowledge Articles, configure sharing and visibility, set up self-registration and Social Sign-On, incorporate **Salesforce CMS** content, and measure adoption and engagement. The exam covers these key domains: - **Experience Cloud Basics** - **Sharing, Visibility, and Licensing** - **Branding, Personalization, and Content** - **Templates and Themes** - **User Creation and Authentication** - **Adoption and Analytics** - **Administration, Setup, and Configuration** - **Customization Considerations and Limitations** Candidates should have around **6 months of hands-on experience** administering or developing on the **Salesforce Experience Cloud** platform, along with consultative and facilitation skills at a technical level. This background is typical of Consultants, Solution Architects, Business Analysts, Salesforce Developers, Technical Architects, and Experience Cloud Site Managers. The source material does not specify question count, exam duration, or passing score, so those details are not included here.

The **Salesforce Certified Platform Administrator** exam-prep course prepares candidates to demonstrate the knowledge and skills needed to maintain a Salesforce org, support end users, and configure the platform to meet common business requirements using current Salesforce features. The exam covers the following domains: - **Configuration and Setup** – company settings, UI configuration, user management, security controls, and the sharing model - **Object Manager and Lightning App Builder** – object architecture, relationships, fields, page layouts, and record types - **Sales and Marketing Applications** – sales process, opportunity tools, lead automation, and campaign management - **Service and Support Applications** – case management and case automation - **Productivity and Collaboration** – activities, **Chatter**, the Salesforce mobile app, and AppExchange - **Data and Analytics Management** – data import/maintenance, data validation, reports, and dashboards - **Automation** – automation tool selection, **Flow**, and approval processes - **Agentforce** – use cases, security, and maintaining prompts/instructions in **Agent Builder** Candidates should have a general knowledge of the features available to end users along with configuration options available to a Platform Administrator, and are recommended to have **6 or more months of hands-on experience** as a Salesforce Platform Administrator before attempting the exam.

**Salesforce Certified Platform Administrator II** is built for experienced Salesforce Administrators looking to validate advanced, hands-on expertise in configuring and extending the Salesforce Platform to solve complex business problems. This course prepares candidates to define sophisticated data and record access models, build custom objects and relationships, configure Sales and Service Cloud features, manage data quality and integrations, design advanced reports and dashboards, and automate complex processes using flows, workflow rules, and approval processes. The exam covers the following weighted domains: - **Security and Access** (20%) - **Process Automation** (20%) - **Objects and Applications** (19%) - **Data and Analytics Management** (13%) - **Cloud Applications** (11%) - **Auditing and Monitoring** (10%) - **Environment Management and Deployment** (7%) Candidates should have significant real-world experience as a Salesforce Administrator, ideally having completed the **Administer, Extend, and Automate Salesforce (ADX211)** course or possessing equivalent hands-on knowledge. A broad understanding of Salesforce's full application capabilities—from an end-user and administrator perspective—is expected, along with the ability to recommend configuration best practices and evaluate new platform features for business impact. The source material does not specify exam question count, duration, or passing score.

**Salesforce Certified Platform Developer** exam prep prepares you to demonstrate the skills needed to develop, test, and deploy business logic and user interfaces using the programmatic capabilities of the **Lightning Platform**. This course covers the full exam blueprint, giving you working knowledge of Apex, data modeling, declarative-versus-programmatic decision-making, and custom UI development so you can approach real-world scenarios with confidence. The exam measures competency across four major domains: - **Developer Fundamentals** (27%) — multi-tenant concepts, MVC and Lightning Component Framework, data modeling, declarative vs. programmatic customization, and Agentforce for Developers - **Process Automation and Logic** (28%) — declarative automation, Apex variables/control flow/interfaces, SOSL/SOQL/DML, governor limits, transaction order of execution, exception handling, and combining declarative tools with Apex - **User Interface** (25%) — UI/data security, Lightning components, Flow, Visualforce, Lightning Web Components, and Apex integration with page components including Agentforce - **Testing, Debugging, and Deployment** (20%) — writing tests for triggers/classes/flows, using Salesforce DX, Salesforce CLI, and Developer Console, debugging and monitoring, and deployment processes Candidates typically bring **1–2 years of developer experience** and **at least 6 months of hands-on experience on the Lightning Platform**, including familiarity with object-oriented languages (Apex, Java, JavaScript, C#, TypeScript), relational databases, and MVC/component-based architectures. The source material doesn't specify question count, exam duration, or passing score, so be sure to confirm those logistics directly with **Salesforce** before scheduling.

The **Public Sector Solutions Accredited Professional** credential is designed for individuals who architect, drive, and deliver business value using **Public Sector Solutions**. It validates that a technical consultant is implementation-ready and can guide customers across the Public Sector Solutions portfolio, including products such as **OmniStudio**, **Service Cloud**, **License and Permit Management**, **Inspections Management**, **Grants Management**, **Employee Experience Management**, and **Emergency Program Management**. The exam covers three domains: - **Product-Specific Systems Knowledge (45%)** — configuring Licenses and Permits, Inspections Management, Grants Management, and Employee Experience Management; business rules engine use cases; document processing (IDA/IDA-IFR) and eSignature; reporting and analytics choices (Standard Reporting vs. **CRM Analytics**); and Emergency Response components - **Product Configuration (36%)** — selecting appropriate **OmniStudio** and **Service Cloud** components, digital experience offerings, automation/expression sets, org setup, and action plans - **Implementation Strategies and Best Practices (19%)** — solution discovery and design, the PSS data model, data sharing and role management, data quality and integration strategy, business process mapping, and security and scalability This exam is aimed at **Salesforce Partners** with access to the Partner Learning Camp and Partner Community, and it targets candidates with roughly **three to five years of experience** as a Salesforce consultant who can bridge business needs with technical implementation. There is **no prerequisite** for this exam, though Salesforce recommends completing the relevant technical learning journey and gaining hands-on experience beforehand. Exam logistics: **50 multiple-choice/multiple-select questions**, **75 minutes** to complete, a **70% passing score**, questions aligned to the **Summer '24** release, and delivery via proctored testing either onsite or online, with no reference materials permitted during the exam.

This course prepares you for the **Salesforce Certified Agentforce Nonprofit Consultant** exam, designed for consultants who design and lead implementations of **Agentforce Nonprofit** solutions within customer organizations. The exam covers four major domains: - **Nonprofit Implementation Strategy** (11%) — common nonprofit requirements, business processes, and project management - **Solution Design** (32%) — evaluating Agentforce Nonprofit, Salesforce Platform, and third-party options; aligning business processes to the data model; recommending **Industries Common Features** like OmniStudio, Data Processing Engine, Action Plans, and Dynamic Assessments - **Agentforce Nonprofit Setup** (22%) — enabling features, configuring permissions, and setting up **Stakeholder Management** - **Agentforce Nonprofit Feature Configuration** (35%) — configuring **Fundraising Management**, **Program Management**, **Case Management**, **Outcome Management**, and **Grantmaking** Candidates are expected to bring hands-on experience with **nonprofit domain knowledge**, common consulting practices (requirements gathering, solution design, implementation methodologies), **Salesforce Platform administration**, and a solid understanding of the software development lifecycle. Familiarity with how Salesforce solutions interact with the Agentforce Nonprofit product is strongly recommended before sitting for this exam.

This **Health Cloud Accredited Professional** exam prep course is designed for Salesforce Partners preparing to demonstrate expertise in designing and implementing **Health Cloud** solutions for Healthcare and Life Sciences (HLS) customers. It covers how to translate customer requirements into scalable, secure, and maintainable solutions using Health Cloud objects, features, and best practices, and prepares learners to lead implementation projects from discovery through deployment. The exam objectives are organized into four domains: - **Discovery** – defining personas/stakeholders, analyzing capabilities, and gathering functional and technical requirements - **Design** – modeling patients, providers, and facilities; solution and integration design; security/compliance considerations; success metrics/KPIs; future-state business processes; and data migration strategy - **Implement** – installing and configuring **Health Cloud**, configuring **OmniStudio** components, customization, integration via standard APIs, security/sharing rules, and reporting - **Deploy** – pre- and post-deployment steps and managing techs via mobile app capabilities Candidates are expected to have 2-3 years of HLS consulting experience along with experience designing and deploying Salesforce solutions, including knowledge of data management, the software development lifecycle, and Health Cloud best practices. Preparation should combine hands-on experience with the recommended **Health Cloud Implementation Readiness** curriculum, including its associated Trailhead trails, documentation, and tip sheets. The source document does not specify question count, exam duration, or passing score.

The **Salesforce Certified Revenue Cloud Consultant** exam validates the skills needed to scope, design, build, and deploy **Revenue Cloud** solutions on core across the full **Product-to-Cash** lifecycle. It's built for consultants who translate business requirements into out-of-the-box solutions, lead discovery and design sessions, manage implementation risk, and align stakeholders around the business value of a chosen solution. The exam outline covers these major domains: - **Revenue Cloud Platform Concepts** — foundational configuration (flows, Lightning page components, permission sets/licenses), Context Service, OmniStudio, Business Rules Engine (BRE), APIs, dashboards/KPIs, and the core data model - **Implementation Readiness** — licensing, feature toggles, stakeholder roles, scope of work, and project planning - **Catalog Management** — core concepts and out-of-the-box configuration - **Configure, Price, Quote (CPQ)** — the Product Configurator, pricing procedures, and quote generation, including Agentforce - **Contracts and Orders** — configuring Salesforce Contracts and Order Management - **Asset Management** — core concepts and implementation - **Invoice Management** — core concepts and implementation Candidates should generally have **2–3 years of Product-to-Cash domain experience** along with hands-on experience using the **Revenue Cloud** platform on core. Salesforce recommends combining on-the-job experience with focused self-study, since this course is designed to reinforce both the conceptual knowledge and scenario-based judgment the exam tests across each weighted domain.

**AFL101: Agentforce Mastery** is a comprehensive prep course built around the **Trailhead Legend trail** for **Agentforce**, taking you from foundational concepts through advanced customization, deployment, and AI leadership. Rather than a single narrow exam, this course mirrors the full eight-area Trailhead structure and expands it into lessons, labs, and capstone projects, including 2026 updates such as **Data 360-powered Agentforce**, connecting **Data 360** to **Agentforce**, and **RAG best practices**. The course covers major domains including: - **Agentforce foundations** — architecture, agents, topics, actions, instructions, and the Einstein Trust Layer - **Agentforce Specialist exam prep** — prompt engineering, terminology, and integration with **Data Cloud**, **Service Cloud**, and **Sales Cloud** - **Advanced agent customization** — prompts, flows, Apex, and custom actions - **Prompt Builder mastery** — templates, grounding, and evaluation - **Grounding agents with data** — **Data Cloud**, retrievers, and **RAG** - **Managing agent data** — the Agent Data Library, structured/unstructured data, and governance - **Testing and monitoring** — the **Agentforce Testing Center** and operational readiness - **Slack deployment**, **Agentforce DX**, the **Agent API**/**Models API**, and AI leadership and change management This course is designed as a structured mastery path supporting the Trailhead program and following Trailhead's suggested module order, moving from foundations through customization, data grounding, testing, deployment, developer tools, and finally AI strategy and governance.

The **Salesforce Certified Agentforce Specialist** course prepares candidates to configure and manage **AI agents** and **prompt templates** on the **Salesforce Platform**. You'll build a comprehensive understanding of Salesforce Platform configuration, aligning AI agents to complex business use cases, and delivering personalized, context-aware interactions using **Agentforce** tools—including **Agent Builder**, **Prompt Builder**, and **Agentforce Testing Center**. The exam outline covers six domains: - **Prompt Engineering** – Prompt Builder use cases, access controls, prompt template types, grounding techniques, and Trust Layer security/privacy features - **Data 360 Fundamentals** – Agentforce Data Library concepts, chunking, indexing, and retrievers - **AI Agents** – agent architecture and Agent Script, hybrid reasoning, deterministic behavior, standard/custom topics and actions, channel connections (digital experience, email, voice, Slack), security context, Employee vs. Service agents, and Agent API - **Testing, Deployment, & Maintenance** – Testing Center evaluations and sandbox-to-production deployment considerations - **Governance & Observability** – agent monitoring, analytics, and optimization - **Multi-Agent Orchestration** – Single-Agent (SOMA) architecture and open standard protocols like **MCP** and **A2A** Candidates typically bring about **1 year of experience** with Salesforce platform configuration and standard objects, including Data 360, along with hands-on practice building agents in Agent Builder, creating prompt templates in Prompt Builder, and using Testing Center and Sandbox-to-Production deployment patterns. This course is not intended to teach LLM fine-tuning, coding languages like Apex or Python, external AI tooling, transformer architecture, or ROI/white space analysis.