Rigorous trainer selection
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
- Triple validation: technical, pedagogical, sectoral.
- Minimum rating 4.8/5 over the last 12 sessions.
Training CrewAI 2026 - Orchestrating Autonomous Multi-Agent AI
Very demanding course · Expertise required
Trusted by — schools, companies and industrial groups
41,259 programs · 25 countries
Every program built with a dedicated engineer
Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft, Microsoft and Atos.
CrewAI training objectives
- Master the CrewAI 2026 architecture to orchestrate professional AI agent teams
- Develop intelligent agents with advanced tools and persistent memory
- Design scalable collaborative processes for certified enterprise projects
- Implement optimized multi-agent workflows for complex automation
- Deploy and monitor CrewAI crews in production with high availability
- Optimize AI performance to reduce costs and accelerate deliverables
- Acquire certified multi-agent skills to boost your career
Program
CrewAI curriculum: 5 modules over 5 days
Module 1 : CrewAI 2026 Architecture: Modeling Scalable Multi-Agent Crews (agents, tasks, hierarchy)
Dive into the new features of CrewAI 2026 with advanced environment installation, modeling hierarchical crews for real enterprise simulations, defining specialized agents with customized roles and backstories, configuring interconnected tasks with dynamic dependencies, practical exercises on a marketing automation case, producing a first functional crew tested live to validate autonomous interactions.
Module 2 : Advanced CrewAI Agents: Integrating Tools and Memory for Professional Autonomy (custom tools, vector stores)
Create powerful agents by integrating custom tools like external APIs and vector databases, implement long-term memory with Pinecone or Weaviate for persistent conversations, develop collaborative roles inspired by enterprise structures, test augmented search and real-time data analysis scenarios, complete an exercise on an AI customer support workflow, generate monitorable deliverables with detailed logs.
Module 3 : CrewAI 2026 Processes: Orchestrating Collaborative Workflows (sequential, hierarchical, router processes)
Master advanced CrewAI processes such as sequential for linear chains, hierarchical for managerial delegations, and router for intelligent routing, configure guards and callbacks for maximum resilience, apply to concrete HR or finance automation cases, develop a hybrid process with humans in the loop, evaluate performance via integrated metrics, produce a reusable blueprint for your professional certified projects.
Module 4 : CrewAI Deployment: Scaling in Production (Docker, Kubernetes, cloud integrations)
Scale up with Docker containerization of your crews, deployment on Kubernetes for high availability, cloud integration with AWS Lambda or Vercel for serverless, configure monitoring with LangSmith and Prometheus, optimize LLM costs via intelligent caching and batching, test deployments in CI/CD GitHub Actions, perform a complete rollout of a crew in a simulated production environment, generate dashboards for real-time tracking.
Module 5 : Optimization and CrewAI 2026 Projects: Complex Enterprise Cases (fine-tuning, security, measurable ROI)
Optimize your crews with prompt fine-tuning and advanced RAG, integrate security via ethical guards and bias audits, analyze ROI on real cases like supply chain optimization, develop a multi-agent red thread project for your company, review code in pair programming sessions, prepare for certification with MCQ and defense, leave with a concrete portfolio boosting your professional skills.
How CrewAI skills are assessed
- Expert multiple-choice quiz to validate learning outcomes at the end of the training
- Continuous assessment through practical exercises and code reviews
- Defense of the multi-agent red thread project before the certified trainer
How the CrewAI course is taught
- Courses led by a professional CrewAI expert trainer
- Practical exercises on real business cases and open-source datasets
- Progressive red thread project over 5 days for immediate application
- Complete course materials, source codes, and 2026 updated resources
CrewAI training: access and practical arrangements
The Training CrewAI 2026 - Orchestrating Autonomous Multi-Agent AI program is delivered onsite or remote (blended-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.
The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.
Equipment required
For the smooth delivery of the Training CrewAI 2026 - Orchestrating Autonomous Multi-Agent AI program, the following equipment is required:
- Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
- Training environments installed on workstations or accessible online
- Course materials, hands-on exercises and complementary resources
- Post-training access to materials and educational resources
For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.
* contact us for remote delivery feasibility** ratio varies depending on the program
Skills assessment methods
Assessment of skills acquired during the Training CrewAI 2026 - Orchestrating Autonomous Multi-Agent AI program is performed through:
- During training: case studies, hands-on labs and professional scenarios
- End of training: self-assessment questionnaire and skills evaluation by the trainer
- After training: completion certificate detailing acquired skills
Program accessibility
Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.
Enrollment terms and lead times
Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.
The Learni story
Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.
Our method
How Learni guarantees the quality of your CrewAI training
Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.
You meet the trainer beforehand
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
- Live briefing on goals and team context.
- Veto right — we swap the trainer for free if needed.
Content tailored to your context
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
- Hands-on cases drawn from your stack and projects.
- Program co-written then validated by your team.
Continuous quality follow-up
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
- NPS, knowledge quizzes and skills self-assessment.
- Satisfaction guarantee: fully satisfied or free rework.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
Our social commitment
A school kit donated to a child for every training booked
To fight inequalities in access to education, Learni donates a complete school kit to a child in need for every training booked. You build your skills, a child heads back to school.
- Backpack, notebooks and essential supplies
- Distributed through our partner charities
- Included, at no extra cost to you
FAQ
CrewAI: frequently asked questions
Which tools are used in CrewAI 2026 training?+
Hands-on work runs on agents, tasks, hierarchy, custom tools, vector stores and sequential. Those tools come from the CrewAI 2026 program itself, delivered on site over 5 days, so participants practise on the stack they will use at work.
What can participants do after CrewAI 2026 training?+
They can master the CrewAI 2026 architecture to orchestrate professional AI agent teams, develop intelligent agents with advanced tools and persistent memory and design scalable collaborative processes for certified enterprise projects. Those are the stated objectives of the CrewAI 2026 program at Expert level, checked by the end-of-session assessment.
What does the CrewAI 2026 program cover, day by day?+
Day 1: CrewAI 2026 Architecture: Modeling Scalable Multi-Agent Crews (agents, tasks, hierarchy). Day 2: Advanced CrewAI Agents: Integrating Tools and Memory for Professional Autonomy (custom tools, vector stores). Day 3: CrewAI 2026 Processes: Orchestrating Collaborative Workflows (sequential, hierarchical, router processes). Day 4: CrewAI Deployment: Scaling in Production (Docker, Kubernetes, cloud integrations). Day 5: Optimization and CrewAI 2026 Projects: Complex Enterprise Cases (fine-tuning, security, measurable ROI). The CrewAI 2026 program runs over 5 days, delivered on site.
How is CrewAI 2026 training assessed?+
Assessment relies on expert multiple-choice quiz to validate learning outcomes at the end of the training, continuous assessment through practical exercises and code reviews and defense of the multi-agent red thread project before the certified trainer. Learni issues a completion certificate together with the individual assessment report at the end of the CrewAI 2026 program, which an L&D team can file as evidence.
How much does CrewAI 2026 training cost per participant?+
CrewAI 2026 training costs $7,875 per participant. For an in-company team, the flat rate starts at $14,175 for the whole group, up to 8 people. The detailed quote, sent within one business day, adjusts the amount to the format and how far the syllabus is tailored to your team.
How long does CrewAI 2026 training take?+
5 days, available live online (US time zones) or on-site at your offices. Half-day tracks spread over several weeks are possible so the team stays operational.
Who pays for CrewAI 2026 training?+
Most US teams pay directly through their company L&D or training budget. Learni invoices in US dollars and accepts bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
What do participants need to know before CrewAI 2026 training?+
Advanced proficiency in Python, LangChain, LLMs such as GPT-4, and experience with autonomous AI agents.
Is a certificate issued after CrewAI 2026 training?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report. Learni is a certified training provider and prepares for third-party certifications, but does not award them itself.
Does Learni provide the equipment for CrewAI 2026 training?+
No. A computer and a stable internet connection are required for each participant. Learni provides the learning platform, the trainer and all course materials.
Your professional training, anywhere
Let's build your CrewAI learning path.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.
Reply within 24h · Vetted experts · USD invoicing · W-9 available
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On-site & remote
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