9 real-life Business Process Automation examples in Education, Training and Research
9 real-life Business Process Automation examples in Education, Training and Research
Automation in education, training and research is not just about efficiency but improving learning outcomes, stronger student or researcher support, and more time for teaching and discovery.
The most valuable automations reduce administrative load around enrolment, scheduling, records, communications, grant workflows, and knowledge management while respecting academic calendars, safeguarding requirements, and the need for human mentoring and review.
Business function
Industry
Khan Academy's Khanmigo AI Tutor and Teaching Assistant
Khan Academy deployed Khanmigo, an AI tutoring and teaching assistant to provide personalised conversational support to hundreds of thousands of students and teachers across its free online learning platform.
Use Case
AI Conversational Tutoring and Teaching Support
Tools
OpenAI
Input
Student learning histories, in-progress exercise attempts, and teacher requests for lesson planning support submitted through the Khan Academy platform.
Process
Khanmigo uses OpenAI's LLMs to engage students in Socratic dialogue, guiding them through problem-solving rather than providing direct answers, while offering teachers tools to generate lesson plans, assessments and differentiated content aligned to curriculum objectives.
Output
Personalised conversational tutoring responses and hints delivered to students in real time, plus lesson plans, quiz drafts, and instructional materials generated for teachers on demand.
Outcome
Hundreds of thousands of students and teachers have adopted Khanmigo with early data showing improved student engagement and comprehension rates, validating AI tutoring at scale on a free platform.
Edtech Platforms
Product
Pearson and IBM's AI-Powered Personalised Learning Platform
Pearson partnered with IBM to build AI-powered personalised learning tools using watsonx Orchestrate and watsonx Governance, combining Pearson's learning content and credentialling expertise with IBM's AI platform to deliver adaptive professional development at enterprise scale.
Use Case
AI-Personalised Professional Skills Development
Tools
watsonx Orchestrate
Input
Learner skills profiles, career goals, and performance data drawn from Pearson's assessment and credentialling products, including Credly, Faethm and Pearson Professional Assessments.
Process
watsonx Orchestrate agents analyse individual skills gaps and learning histories to generate personalised development pathways, while watsonx Governance ensures transparency and accountability across AI-driven recommendations.
Output
Tailored learning recommendations and curated content pathways delivered to individual learners and organisations, accessible to IBM's 270,000 employees and broader enterprise clients globally.
Outcome
The partnership addresses a $1.1 trillion annual US economic cost attributed to skills mismatches, providing organisations with faster, more relevant upskilling aligned to AI-driven workforce transformation.
Professional Training Providers
People
VTT's Agentforce Inbound Lead Qualification
VTT Technical Research Centre of Finland deploy Salesforce Agentforce to automate the qualification and engagement of thousands of inbound leads generated through web, digital, and in-person events. The AI agent handles outreach, answers questions, and books meetings around the clock, enabling VTT to connect with close to 100% of inbound leads.
Use Case
AI-Powered Autonomous Inbound Lead Qualification and Engagement
Tools
Agentforce
Input
Inbound lead records from web forms, event registrations, and digital campaigns; CRM and company knowledge base data; product and service information
Process
Agentforce SDR agent autonomously engages each inbound lead using natural language, qualifies them against BANT criteria, answers product and service questions using preloaded company data, handles objections, and books meetings with human sales reps when leads are ready to progress
Output
Qualified leads with meeting bookings routed to human sales reps; 24/7 outreach coverage across all inbound channels; structured lead engagement records in Salesforce CRM
Outcome
VTT now connects with close to 100% of its 4,000 annual inbound leads, freeing its SDR team to focus on high-value partnerships and complex sales conversations
Research Institutes
Sales
Coursera's AI Learning Assistant Coach
Coursera built Coach, an AI-powered personal tutor grounded in its own course content, to give learners on-demand explanations and study support across its catalogue, scaling personalised guidance to millions of learners without added instructor headcount.
Use Case
AI-Powered Personalised Learner Support
Tools
Coursera Coach
Input
Learner questions and progress data captured during video lectures, quizzes and assignments across Coursera's course catalogue.
Process
An AI tutor grounded in the specific course material answers learner questions, explains concepts and recommends next steps in real time.
Output
On-demand, personalised explanations and study guidance delivered inside the course experience in 26 languages.
Outcome
Coach exchanged over 34 million messages with more than 2.4 million learners, with 94% reporting it improved their learning experience.
Professional Training Providers
People
Harvard's AI physics tutor
Harvard physics lecturers built a custom GPT-based AI tutor for a large introductory physics course, replacing part of the active-learning classroom model with personalised, self-paced tutoring conversations at home.
Use Case
AI-Tutored Introductory Physics Instruction
Tools
OpenAI
Input
Research-based lesson content and pedagogy from course instructors, alongside live student questions during at-home study sessions, feed the custom tutor.
Process
Instructors encode content-rich, pre-vetted prompts and scaffolding into a GPT API-based framework so the tutor behaves like a seasoned instructor rather than default ChatGPT.
Output
A guided, conversational tutoring session that students work through independently in place of one weekly active-learning lecture.
Outcome
Preliminary results show learning gains roughly double those of the in-class lecture group, alongside higher self-reported engagement and motivation.
Schools and Universities
Product
Better Speech's Streamline AI for Special Education Compliance
Better Speech launched Streamline, an AI-powered platform that automates special education compliance, IEP documentation, and caseload management for school districts, cutting administrative time and freeing therapists for direct student support.
Use Case
Automated IEP Documentation and Compliance
Tools
Streamline (Better Speech)
Input
Student evaluation data, session notes, and caseload records from special education and speech-language therapy teams.
Process
AI drafts IEP documentation and compliance reports from therapist input, tracks caseloads and flags compliance requirements across the district.
Output
Completed IEP documents and compliance reports ready for review, plus a caseload dashboard for administrators.
Outcome
IEP preparation time fell from about 3 hours to 10 minutes and therapists reported a 50% increase in capacity for direct student therapy.
Edtech Platforms
Operations
Exactimo's Automated Job Market Insight Engine
Exactimo, a training business helping people and companies thrive in an AI world, built a Claude Code and Claude Skills-powered automation that pulls job and industry data via APIs, analyses it for fast-growing companies and industries, and turns the findings into social posts and career guides for job seekers.
Use Case
Automated Job Market Research and Content Generation
Tools
Claude Code, Claude Skills & Job-Data APIs
Input
Job listings, hiring trends, and industry growth data pulled from job-data APIs.
Process
Claude Code and Claude Skills automate the data pull, analyse it to identify fast-growing companies and industries, and draft social media posts and career guide content from the findings.
Output
Ranked insights on fast-growing companies and industries, published as social media posts and career guides for job seekers.
Outcome
The time job seekers need to research which companies to apply to fell by 95%.
Professional Training Providers
Product
Georgia State University's Pounce AI Student Services Chatbot
Georgia State University deploys Pounce, an AI-powered chatbot, to handle hundreds of thousands of student enquiries annually, covering admissions, financial aid, and enrolment, which frees staff for complex advisory work and contributing to improved student retention rates.
Use Case
Automated Student Services and Enquiry Handling
Tools
Internal Tools
Input
Student queries submitted via text and web channels, covering admissions status, financial aid, course registration and campus services
Process
A conversational AI interprets student queries, retrieves answers from institutional knowledge bases, and escalates complex cases to human advisors.
Output
Instant, accurate responses to student enquiries around the clock with automated escalation routing for complex cases
Outcome
Hundreds of thousands of queries handled without human intervention, freeing staff for higher-value advisory work and improving student retention.
Schools and Universities
Operations
Argonne National Laboratory's RAPID Autonomous Discovery Labs
Argonne National Laboratory runs robotic RAPID labs where AI systems design experiments, direct robotic arms to run them around the clock, and analyse the results, accelerating materials science and biosciences research beyond what human-only teams can achieve.
Use Case
Autonomous AI-Directed Scientific Experimentation
Tools
RAPID Autonomous Discovery Labs
Input
Scientific literature, prior experimental results, and researcher-defined optimisation goals for materials and biosciences problems.
Process
AI systems trained on scientific literature plan experiments, direct robotic arms to prepare and run them continuously, then analyse results to decide the next experiment in a closed loop.
Output
Continuously generated experimental data and refined material or biological candidates, run and analysed without pausing for human shifts.
Outcome
Argonne reports the RAPID labs have the potential to accelerate scientific discovery by tens to hundreds of times compared with unautomated research.