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 LangGraph - Orchestrating Advanced CRM AI Agents
Trusted by — schools, companies and industrial groups
25,750 programs · 25 countries
Every program built with a dedicated engineer
Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.
Learning objectives
- Master the stateful graph architecture of LangGraph for persistent enterprise AI agents
- Design complex workflows optimizing professional emailing and CRM campaigns
- Implement advanced checkpoints and routings for increased automation resilience
- Develop certifying skills in LangGraph integration with HubSpot and Salesforce
- Optimize AI agent performance for large-scale email personalization
- Deploy multi-agent graphs tailored to business needs in professional training
- Evaluate and iterate on AI pipelines enhancing CRM team competitiveness
Program
Module 1Advanced LangGraph Fundamentals: Stateful Graph Modeling for CRM Workflows (LangChain, Persistent Tools, Diagrams)
Dive into building stateful graphs with LangGraph, modeling nodes and edges for persistent AI agents tailored to CRM. Use advanced Python and the LangChain API to create resilient checkpoints, test on concrete HubSpot emailing automation cases. Perform practical exercises on conditional routing, generate visual workflow diagrams, and produce a first multi-agent prototype integrating Salesforce data, enhancing your professional skills in 7 intensive hours.
Module 2Complex LangGraph Workflows: Emailing and CRM Integrations (HubSpot, Salesforce, Multi-Agents, Performance Optimization)
Explore multi-agent graphs with LangGraph to orchestrate advanced emailing automations in CRM. Integrate HubSpot and Salesforce via secure APIs, configure iteration loops and human interruptions, apply dynamic scoring strategies for personalized newsletters. Work on real business cases, such as AI lead qualification, generate performance reports, and optimize workflow latency, consolidating your expertise in certifying training over 7 hours of intensive practice.
Module 3LangGraph Deployment and Optimization: Production CRM AI Agents (Scalability, Monitoring, Certifying Deliverables)
Scale up with LangGraph by deploying graphs on cloud environments for intensive CRM. Implement advanced monitoring, A/B testing of emailing agents, and debugging tools for Salesforce/HubSpot. Solve real challenges like multi-user shared state management, produce analytical dashboards, and finalize a deliverable capstone project certifying your professional skills, at the end of 7 hours of concrete production deployment.
Evaluation method
- Technical quiz on LangGraph architectures and CRM integrations
- Practical case study: optimized HubSpot/Salesforce emailing workflow
- Final multi-agent project evaluated by experts, with certifying feedback
Learning method
- Real projects inspired by CRM emailing for immediate application
- Hands-on exercises with source code and professional datasets
- 30-day post-training support for enterprise deployment
- Exclusive resources: LangGraph templates, advanced tutorials
Methods, materials and delivery
The Training LangGraph - Orchestrating Advanced CRM AI Agents 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 LangGraph - Orchestrating Advanced CRM AI Agents 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 LangGraph - Orchestrating Advanced CRM AI Agents 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
Training quality, guaranteed at every step
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
Frequently asked questions
Which tools are used in LangGraph training?+
Hands-on work runs on langChain, persistent Tools, diagrams, hubSpot, salesforce and multi-Agents. Those tools come from the LangGraph program itself, delivered on site over 3 days, so participants practise on the stack they will use at work.
What can participants do after LangGraph training?+
They can master the stateful graph architecture of LangGraph for persistent enterprise AI agents, design complex workflows optimizing professional emailing and CRM campaigns and implement advanced checkpoints and routings for increased automation resilience. Those are the stated objectives of the LangGraph program at Expert level, checked by the end-of-session assessment.
What does the LangGraph program cover, day by day?+
Day 1: Advanced LangGraph Fundamentals: Stateful Graph Modeling for CRM Workflows (LangChain, Persistent Tools, Diagrams). Day 2: Complex LangGraph Workflows: Emailing and CRM Integrations (HubSpot, Salesforce, Multi-Agents, Performance Optimization). Day 3: LangGraph Deployment and Optimization: Production CRM AI Agents (Scalability, Monitoring, Certifying Deliverables). The LangGraph program runs over 3 days, delivered on site.
How is LangGraph training assessed?+
Assessment relies on technical quiz on LangGraph architectures and CRM integrations, practical case study: optimized HubSpot/Salesforce emailing workflow and final multi-agent project evaluated by experts, with certifying feedback. Learni issues a completion certificate together with the individual assessment report at the end of the LangGraph program, which an L&D team can file as evidence.
How much does LangGraph training cost per participant?+
LangGraph training is priced on quote. The amount depends on headcount, format and how far the syllabus is tailored to your team. A detailed quote is sent within one business day, and team pricing covers the whole group from the second participant.LangGraph training costs $3,465 per participant. For an in-company team, the flat rate starts at $6,290 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 LangGraph training take?+
3 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 LangGraph 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 LangGraph training?+
Advanced mastery of Python, LangChain, stateful AI agents, and CRM API integrations such as HubSpot or Salesforce.
Is a certificate issued after LangGraph 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.
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