CASE STUDY
product
Validation
Design
AI

GentrAIner

Virtual Internships
Country
USA
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Platforms
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Mobile
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Web
2024 - Ongoing

GentrAIner

DURATION
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Bridged the gap between academic knowledge and workplace readiness with AI-driven virtual internships.
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Enabled students to gain hands-on experience through immersive simulations with AI-powered colleagues.
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Provided universities and employers with real-time data on skill development and career readiness.
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01

Project Overview

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Building tomorrow’s workforce through AI-driven virtual internships

GentrAIner is an AI-powered platform that replicates real workplace dynamics to help students gain practical experience before entering the job market. The platform creates immersive, role-specific virtual internships where learners interact with AI colleagues, resolve real-world scenarios, and develop essential soft and technical skills.

For educators and employers, GentrAIner offers powerful analytics, enabling them to track progress, measure competencies, and better prepare students for today’s rapidly evolving workforce.

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Industry challenges

The education sector faces persistent challenges in bridging theory with practice:

  • Limited access to internships — only 41% of college students in the US currently participate in one.
  • Employers invest heavily in onboarding because graduates lack workplace-ready skills.
  • Universities struggle to scale impactful, practical training to large cohorts.
  • The rise of automation is reshaping workplace needs, requiring adaptability, teamwork, and digital collaboration skills.
02

Geographical Focus

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Primary target market

GentrAIner primarily serves the US higher education sector, focusing on universities, colleges, and training providers that need scalable career readiness solutions. Its value extends to employers seeking job-ready graduates and students aiming to stand out in competitive job markets.

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Cultural considerations

The US labor market places a high premium on practical experience, teamwork, and adaptability. With automation predicted to reshape up to 30% of work hours by 2030, solutions like GentrAIner align with cultural expectations for future-focused career training. The platform’s emphasis on equity also reflects growing demands for inclusive opportunities in education.

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03

Problem

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Client's challenge

Students face a career readiness gap: academic training rarely translates directly into workplace competence. Employers are frustrated by graduates’ lack of soft skills and practical experience, while universities lack scalable solutions to prepare students for real-world dynamics.

Existing programs are limited, costly, and often inaccessible, leaving most students without meaningful internship opportunities.

04

Solution

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Proposed solution

GentrAIner addresses these challenges by simulating real-world internships with AI agents that act as colleagues, mentors, and supervisors. Students engage in:

  • Conversational tasks with AI colleagues to build communication skills.
  • Technical tasks assessed by AI evaluators to refine problem-solving and coding.
  • Reviews and performance evaluations that mirror professional settings.
  • Presentations and scenario-based tasks that develop adaptability and leadership.

Administrators can design internships tailored to industry contexts, map competencies, and track student progress through detailed dashboards. The result is a flexible, immersive, and data-driven system that prepares students for future workplaces.

05

Linnify's Involvement

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Role in the project

Linnify contributed expertise in building scalable, AI-powered educational platforms. The team focused on translating complex workplace dynamics into structured, interactive experiences with measurable learning outcomes.

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Application of expertise

Linnify designed the system architecture that powers GentrAIner’s AI-driven internship simulations, ensuring the platform could realistically mirror workplace dynamics. The team integrated task-specific agents responsible for communication, technical evaluation, and scenario handling, each contributing to a fluid and adaptive experience for students.

Services

  • Product strategy and validation
  • Experience Design
  • Web development
  • Backend development
  • Quality assurance and testing
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“Working on GentrAIner was one of those projects that showed us the real potential of AI in education. We weren’t just building another e-learning tool; we were shaping an experience that simulates the workplace in ways traditional programs cannot. What inspired me most was seeing how quickly students adapted to interacting with AI-driven colleagues, gaining both confidence and clarity in their abilities. From a project management perspective, it was incredibly rewarding to bring together technical innovation, educational value, and user-centered design into a single platform that can genuinely prepare the next generation for the challenges of tomorrow’s workforce.”
Oana Durcau, Project Manager at Linnify
06

Results and Achievements

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Outcomes

  • Delivered a production-ready platform that simulates full internship experiences.

  • Improved student engagement and confidence through adaptive feedback and skill scoring.

  • Enabled universities to scale career readiness programs beyond traditional constraints.

  • Provided employers with actionable insights into candidate preparedness, reducing training costs.

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Conclusion and Future Outlook

GentrAIner demonstrates how AI can bridge the gap between education and employment, offering students immersive training while supporting educators and employers with meaningful insights. It sets a new standard for digital career readiness solutions.

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Learning and Growth

The project reinforced Linnify’s expertise in building agentic AI platforms that balance scalability, personalization, and measurable outcomes. Looking ahead, GentrAIner plans to expand internationally, integrate additional industry-specific modules, and strengthen employer partnerships to further enhance student employability.

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Photo with BulkExchange's CTO that provided the testimonial
"Beyond technical expertise, what truly sets Linnify apart is their partnership mindset. Linnify has shown me they are not just a software development company; they are genuine partners invested in my mission as much as I am. They celebrate wins with me, challenge ideas with creativity, and continually push boundaries to bring GentrAIner to life as a transformative product. I could not have asked for a better team to walk this journey with."
Aaron Meyer, CEO & Founder
You can read the full review here
08

Frequently Asked Questions (FAQ)

1. What is GentrAIner?

GentrAIner is an AI-powered platform that delivers immersive virtual internships to prepare students for real-world careers.


2. Who benefits from GentrAIner?

The ones who benefit from GentrAIner are the students who gain practical experience, universities scale career preparation programs, and employers access better-trained graduates.


3. What skills does it build?

The skills that GentrAIner builds are communication, teamwork, adaptability, leadership, professionalism, and technical skills depending on role.


4. How are students evaluated?

Through AI-driven feedback, skill-level scoring, and phase-based progress metrics across internships.


5. Can institutions customize internships?

Yes, administrators can create tailored internships, define tasks, and map them to desired competencies.


6. How does it improve workforce readiness?

By simulating workplace challenges, providing adaptive feedback, and offering real-world scenarios in a safe, scalable environment.

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