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      About Featured

      Salesforce Platform Integration Architect

      Prove you can design integrations that stay secure and scale. Landscape, requirements, patterns, build and operations.

      4.9 out of 5 for LUNARTECH, from 100+ reviews10,000+ students

      Partners and press
      Anthropic logo featuring a clean, modern font, symbolizing responsible AI development and innovation supported by LUNARTECH.NVIDIA logo representing industry-leading graphics processing, AI innovation, and cutting-edge computing technologies, integrated by LUNARTECH.Microsoft Azure logo with a sleek, minimalist design, symbolizing powerful cloud computing and AI capabilities integrated by LUNARTECH.White Google logo featuring an abstract swirl design. -| LUNARTECHOpenAI logo with a hexagonal geometric design next to the text 'OpenAI' in a clean sans-serif font. - LUNARTECH
      Anthropic logo featuring a clean, modern font, symbolizing responsible AI development and innovation supported by LUNARTECH.NVIDIA logo representing industry-leading graphics processing, AI innovation, and cutting-edge computing technologies, integrated by LUNARTECH.Microsoft Azure logo with a sleek, minimalist design, symbolizing powerful cloud computing and AI capabilities integrated by LUNARTECH.White Google logo featuring an abstract swirl design. -| LUNARTECHOpenAI logo with a hexagonal geometric design next to the text 'OpenAI' in a clean sans-serif font. - LUNARTECH
      Anthropic logo featuring a clean, modern font, symbolizing responsible AI development and innovation supported by LUNARTECH.NVIDIA logo representing industry-leading graphics processing, AI innovation, and cutting-edge computing technologies, integrated by LUNARTECH.Microsoft Azure logo with a sleek, minimalist design, symbolizing powerful cloud computing and AI capabilities integrated by LUNARTECH.White Google logo featuring an abstract swirl design. -| LUNARTECHOpenAI logo with a hexagonal geometric design next to the text 'OpenAI' in a clean sans-serif font. - LUNARTECH
      Entrepreneur logo showcasing startup and business innovation by LUNARTECH.Forbes logo representing a global leader in business, finance, and entrepreneurship insights, associated with innovation and industry expertise by LUNARTECH.Bloomberg logo symbolizing financial data and market analytics, integrated by LUNARTECH.Insider logo highlighting business and technology trends by LUNARTECH.
      Entrepreneur logo showcasing startup and business innovation by LUNARTECH.Forbes logo representing a global leader in business, finance, and entrepreneurship insights, associated with innovation and industry expertise by LUNARTECH.Bloomberg logo symbolizing financial data and market analytics, integrated by LUNARTECH.Insider logo highlighting business and technology trends by LUNARTECH.
      Entrepreneur logo showcasing startup and business innovation by LUNARTECH.Forbes logo representing a global leader in business, finance, and entrepreneurship insights, associated with innovation and industry expertise by LUNARTECH.Bloomberg logo symbolizing financial data and market analytics, integrated by LUNARTECH.Insider logo highlighting business and technology trends by LUNARTECH.
      Overview

      Every integration is a promise to another system. This exam tests whether you can keep it.

      An Architect exam for people who design integrations with the Lightning Platform, with 1–2 years in integration architecture. You read a landscape of systems, turn needs into requirements and choose a pattern; design and build carry just over half. It has no prerequisite, takes 60 questions in 105 minutes and is one of the four prerequisites for System Architect.

      12Modules
      60Questions
      105Minutes
      7Roles
      What it tests

      Learn all the way down.
      Perform when it matters.

      Read the landscape

      Map existing systems, protocols and limits, and spot the constraints and pain points that shape the design.

      Turn needs into requirements

      Classify data, set security and performance requirements, and build an inventory of systems and patterns.

      Pick pattern and API

      Choose the integration pattern and Salesforce APIs for a requirement, with their limits and trade-offs stated.

      Build for failure

      Design error handling, security, resilience and monitoring for inbound and outbound integrations.

      Course outline

      From a map of connected systems
      to integrations that fail well.

      12 modules71 lessonsSelf-paced

      We design this course ourselves. Salesforce runs the exam and issues the credential, and LUNARTECH is independent of Salesforce.

      Integration work starts by finding out what already exists. You inventory systems, their interfaces and protocols, their limits and their owners, so that the design fits the landscape instead of ignoring it.

      • Inventorying systems and their interfaces
      • Protocols and data formats in the wild
      • Interface limits and maintenance windows
      • Finding pain points in current connections
      • Drawing a landscape diagram
      • Spotting constraints that rule options out

      You build A system inventory and landscape diagram for a mixed estate.

      Every connection must prove who is calling. You assess how each system authenticates, then choose among OAuth, certificates and stored credentials, and decide where secrets live and how they rotate.

      • How each system in the landscape authenticates
      • OAuth flows for server-to-server calls
      • Client certificates and mutual authentication
      • Named credentials and where secrets live
      • Rotating and revoking credentials
      • Single identity for users across systems

      You build An authentication matrix that pairs each connection with a method.

      The same data flow needs different designs at different speeds and sizes. You pull out functional and non-functional requirements, classify the data, and weigh growth and regulation before choosing anything.

      • Functional requirements for a data flow
      • Latency, throughput and availability targets
      • Data classification and sensitivity
      • Regulatory and residency constraints
      • Growth and seasonality
      • Recording requirements so they can be tested

      You build A requirements sheet for each integration, with measurable targets.

      A diagram becomes a design through an inventory of systems and the pattern each link needs. You add security and performance requirements to every link, and size volume and latency so patterns can be chosen on evidence.

      • From landscape diagram to interface list
      • Naming the pattern each link needs
      • Security requirements per interface
      • Sizing volume, frequency and latency
      • Identifying the system of record per data set
      • Reviewing requirements with each system owner

      You build An interface inventory that lists the pattern, volume and security need of each link.

      Some integrations need an answer now, and others only need delivery. You work through request and reply, fire and forget, and event-driven designs with platform events, and learn what each demands of both sides.

      • Synchronous request and reply
      • Asynchronous fire and forget
      • Platform events and change data capture
      • Updating the user interface when data changes
      • Callout limits and long-running calls
      • Choosing between polling and events

      You build Two designs for one requirement, one synchronous and one event-driven, compared.

      Large data sets and rarely used data call for other patterns. You design batch synchronization, remote call-in from other systems, and virtualized access through external objects, and know when each is the wrong choice.

      • Batch data synchronization design
      • Delta detection and change tracking
      • Remote call-in from external systems
      • Data virtualization with Salesforce Connect
      • Limits and latency of virtualized data
      • Choosing among batch, call-in and virtualization

      You build A batch synchronization design with delta detection and a virtualization alternative.

      Salesforce offers several APIs, and each has strengths and limits. You compare REST, SOAP, Bulk and composite requests, and event interfaces, then match one to each requirement with its limits stated.

      • REST and SOAP APIs compared
      • Bulk API for large volumes
      • Composite requests to cut round trips
      • Event interfaces for streaming data
      • API limits and how they are counted
      • Matching an API to a requirement

      You build An API selection table that justifies one interface per requirement.

      An integration user is a standing credential, and attackers look for it. You apply connected apps, integration users with narrow permissions, IP controls and encryption in transit, and protect sensitive fields that travel.

      • Connected apps and OAuth scopes for integrations
      • Integration users and least-privilege permission sets
      • IP restrictions and network paths
      • Encryption in transit and at rest
      • Protecting sensitive fields in payloads
      • Auditing integration activity

      You build A security design for one integration, with a least-privilege integration user.

      Design decisions made here outlive the project. You build custom inbound endpoints with careful versioning, and outbound calls that handle timeouts, limits and changing partner systems.

      • Custom Apex REST endpoints
      • Versioning an interface without breaking callers
      • Outbound callouts and external services
      • Timeouts, limits and bulk-safe callouts
      • Contracts and schemas with partner systems
      • Testing integrations with mocks

      You build A versioned inbound endpoint and an outbound call design with test mocks.

      Every integration will fail at some point. You design retries, idempotency and dead-letter handling, and plan for the day a connected system changes its interface or Salesforce updates its platform.

      • Classifying failures: transient, permanent and partial
      • Retries, backoff and idempotency
      • Dead-letter queues and manual recovery
      • Circuit breakers and graceful degradation
      • Surviving API version changes
      • Testing failure before it happens

      You build A failure-handling design with retry rules and a recovery path for each error class.

      A live integration needs owners and routines. You define monitoring, escalation, recovery steps and reporting, so that a failure at three in the morning has a documented path and a named person.

      • What to monitor in an integration
      • Alerting and escalation paths
      • Runbooks for recovery
      • Reconciliation and data repair
      • Reporting on integration health
      • Change control for live interfaces

      You build A monitoring and runbook pack for one production integration.

      Take a landscape of systems and design the integration solution: requirements, patterns, APIs, security, error handling and operations. You defend each choice and state the trade-offs you accepted.

      • Reading the landscape and requirements
      • Choosing patterns and APIs
      • Designing security and error handling
      • Planning operations and monitoring
      • Presenting and defending the design

      You build A full integration solution design for one landscape, with its trade-offs written down.

      Issued by
      Salesforce

      Certifying body · Independent of LUNARTECH

      Salesforce

      Agentforce, Data 360, MuleSoft, Tableau, Slack and the platform underneath them. Salesforce plans to retire 24 certifications on 1 February 2027. Check its current list before you start one.

      How you get there

      Top-tier roles go to people who can do the work.
      Here’s how you get there.

      Know where you start.

      Salesforce describes 1 to 2 years in integration architecture, 2 to 3 years of administration or development, and a year or more of data-centric enterprise integration. No prerequisite.

      Work through the course.

      Twelve modules, designed by LUNARTECH, at your own pace.

      Sit it with Salesforce.

      Salesforce runs the exam and issues the credential, so you register and book directly with them.

      Support

      Support at every stage.
      You won’t be working through this alone.

      Before you start

      Try it first.

      A 3-day free trial opens a selection of the content. Your card is only charged once it ends.

      While you learn

      Mentors within reach.

      Stuck on a concept? Reach out to a mentor whenever you need help.

      While you learn

      One-on-one sessions.

      On the yearly plan, one-on-one sessions give you dedicated support.

      Any time

      A team behind you.

      Write to info@lunartech.ai at any point, from your trial onwards. If your employer is funding you, we’ll set it up with them directly.

      All the way through

      A schedule that fits around your life.

      Your own paceFrom anywhereAt any hour

      After the last lesson

      Stay in the network.

      Your alumni network stays with you: ongoing support, opportunities and industry insight.

      Career support

      Career support, past the last lesson. Coaching, a sharper resume, real interview preparation and the people to know.

      Career direction

      Tailored coaching helps you decide where to aim and how to get there.

      Course · 1 hourLaunching Your Data Science Career

      Strong portfolio

      Hands-on projects become work you can show, not just claim.

      Course · 60 hoursBuild Your Data Science Portfolio

      Resume and profile

      Personalized refinement, so what you send says what you can actually do.

      Course · 10 hoursPersonal Branding for Professionals

      Interview preparation

      Preparation for the questions that decide it, so you walk in ready.

      Course · 12 hoursMaster Deep Learning Interviews: 50 Q&A

      Network and search

      Connections with industry leaders, and an alumni network that stays with you.

      Course · 40 hoursData Science Career Playbook
      Reviews

      Real stories from the community.

      4.9out of 5, from 100+ reviews
      LUNARTECH Academy has been the most empowering learning experience of my life, giving me a clear, structured path from the absolute basics to building real-world AI systems with confidence.
      Farnia GhanizadehSerajAI Engineer
      Your page is fantastic. As a bachelor’s student in Data Science now accepted for a master’s at UConn, your work has been a real source of motivation.
      Mahmoud A.Data Scientist
      The programme’s clear, bite-sized content and practical projects dramatically improved my speed from fuzzy idea to MVP and my ability to communicate AI value. I followed the system, and it works.
      Rod MorrissonHead of Data Science & AI
      I really appreciate your teaching style and the way you break down complex topics. It has been incredibly helpful.
      Narine P.Data Analyst
      After years working mainly with R for econometrics, I found your Python machine learning course a refreshing and engaging way to learn Python.
      Raphael J., PhDQuantitative Analyst
      As a Data Science graduate, I want to thank you for the effort you put into making videos to support growing data scientists.
      Stanley M.AI Engineer
      I’ve been following your work since taking your machine learning course, and I’m impressed by your practical approach to applying AI.
      Sai Eshwar G.Data Scientist
      Why choose us

      Built around how you actually learn.

      One standard behind every course, from the first lesson to long after the last.

      Hands-on practice

      Apply every idea to real problems, so it becomes something you have used, not only seen.

      Industry-aligned curriculum

      We keep courses current with the tools, techniques and skills the field asks for.

      Flexible learning

      Study at your own pace, from anywhere, at any hour.

      Certificate of completion

      Finish the course and earn a certificate that shows what you have learned.

      Focus on your success

      Personalized learning plans and support structures carry you through the hard parts.

      Lifetime alumni network

      Stay connected after you finish, with ongoing support, opportunities and industry insight.

      Your certificate

      It doesn’t raise its voice. Neither will you.

      Finish a LUNARTECH course and its certificate is issued in your name, under our signature. Salesforce’s credential comes from Salesforce, when you pass its exam.

      A sample, for a course in the Academy. Only yours carries your name.
      Pricing

      This course comes with the membership.
      So does everything else.

      One membership opens every course, certification, workshop and masterclass in the Academy. Every plan starts with a 3-day free trial. You register and book the exam directly with Salesforce.

      3 days free, then $29.97 a month. Your card is only charged once the trial ends.

      Included in every plan

      • Every course in the Academy
      • Every certification course
      • Workshops and masterclasses
      • A certificate of completion
      • A 3-day free trial
      • Learning at your own pace
      • The lifetime alumni network
      • Upgrades at any time
      In practice

      Seven roles.
      One credential across them all.

      No single job owns it. Here’s where each role leans hardest, and where its work ends up.

      1. 01Landscape
      2. 02Business needs
      3. 03Requirements
      4. 04Design
      5. 05Build
      6. 06Maintain
      • The pattern you pick sets the failure modes. Choose it with those failures in mind.

        Design, Build, Requirements

        Integration projects, Enterprise IT

      • Most projects inherit a tangle of old systems. Start by drawing what already exists.

        Landscape, Business needs, Design

        Enterprise IT, Salesforce partners

      • An integration that fails quietly costs the most. Monitoring and recovery plans stop that.

        Maintain, Build

        Enterprise IT, Systems landscapes

      • Volume and latency limits surface at build time. Spotting them early saves a rewrite.

        Requirements, Build

        Integration projects, Salesforce partners

      • Each connection needs a pattern, not a point fix. Build topics test whether you choose well.

        Design, Build

        Integration projects, Enterprise IT

      • Data moves in batches, as events or on request. The right pattern depends on volume and timing.

        Requirements, Design

        Systems landscapes, Integration projects

      • Every new connection widens the attack surface. Requirements should settle authentication early.

        Business needs, Requirements

        Systems landscapes, Enterprise IT

      • Enterprise IT
      • Integration projects
      • Salesforce partners
      • Systems landscapes
      Integration Architect

      The pattern you pick sets the failure modes. Choose it with those failures in mind.

      Over 10,000 students trust LUNARTECH

      LUNARTECH gives you the skills
      to learn, build, create and lead.

      Engineers

      Understand systems all the way down. Build the ones others rely on.

      Scientists

      Understand what the data says. Build models that hold up.

      Researchers

      Understand the papers. Build on them, and take the work further.

      The field

      Anyone can use AI.
      Few can engineer it. This is where that starts.

      +340%growth in open roles requiring AI skills

      Data source: Stanford AI Index 2026 & 2024 (Lightcast data), Indeed Hiring Lab, Hacker News “Who’s Hiring”. Aug–Nov 2026 (dashed) is an estimate from the trend.
      Roles and pay

      ~35,000 open roles right now

      Open roles: Built In, Greenhouse, LinkedIn.
      Typical salaries: Glassdoor, Levels.fyi, Payscale, Indeed, Ravio, JobRise, U.S. BLS. Military: 2026 U.S. basic pay, drone officers with aviation incentive pay.
      Updated November 2026.

      FAQ

      Frequently asked questions.

      Need help? These answers cover most of what people ask before they start.

      No. Salesforce issues it. LUNARTECH is independent of Salesforce, and its names and marks belong to it. When you finish a course of ours, you earn a LUNARTECH certificate of completion for that course.

      No. We design this course ourselves, around what the exam covers. Salesforce has no part in it, and you still register and book the exam directly with Salesforce.

      60 questions, 105 minutes, test center or online, in English, French, Japanese. The passing score is 67%.

      Salesforce describes 1 to 2 years in integration architecture, 2 to 3 years of administration or development, and a year or more of data-centric enterprise integration. No prerequisite.

      We last reviewed it on 5 November 2026, from Salesforce’s own pages. Details change, so check the official page before you book.

      Our 3-day free trial gives you access to a selection of content in the bootcamps, courses and materials, so you can experience the value of our content first-hand. This includes comprehensive learning materials and interactive sessions. You won’t be charged during this period, though we require your credit card details at the start to ensure a seamless transition should you choose to continue.

      Yes, entering your credit card details is a necessary step to begin your free trial. The process is entirely secure, and we ask for it to provide a seamless transition to a paid subscription if you decide to continue beyond the trial. You will only be charged after the trial period ends, with full access to our content based on the plan you choose.

      After your 3-day free trial you gain access to the full breadth of our content, depending on the subscription plan you choose. We offer free trials for our monthly, bi-annual and annual plans, and each plan provides a different scope of access and benefits.

      If your employer has agreed to fund your learning, in part or in full, please contact us at info@lunartech.ai. We’ll work with you and your employer to set up everything needed for your subscription.

      Yes. Our support remains strong both during your free trial and after you subscribe. Reach the team at info@lunartech.ai with any question, whether you’re onboarding, navigating your trial, or need help as a member. Subscribers to the yearly plan also receive dedicated support in one-on-one sessions.

      You can upgrade your plan at any time during your subscription. Downgrading is not available for bi-annual or annual plans, but you can cancel and then choose a new plan that suits you better. For bi-annual and annual plans we also offer payment in instalments; please reach out to learn more.

      The course

      Build the skills behind Platform Integration Architect.

      Prove you can design integrations that stay secure and scale. Start with a free trial, or enroll in a plan and work through the course at your own pace. Salesforce runs the exam and issues the credential.

      12 modulesSelf-pacedIssued by SalesforceReviewed 5 November 2026

      LUNARTECH is independent of the vendors and certifying bodies listed here. Their names, exam titles and marks belong to them, exams are run by them, and credentials are issued by them. Reviewed 5 November 2026. Catalogues change often, so confirm the details on the official page before you book.