# AIM IQ LABS

> B2B EdTech company in Thrissur, Kerala. We build AI-enabled EdTech products, AI automation pipelines and adaptive testing systems for institutions.

AIM IQ LABS LLP (LLPIN ACY-6776) is an independent B2B EdTech company. We build AI-enabled products and systems for EdTech companies and educational institutions, working principal-to-principal. At AIM IQ LABS, we believe that true educational transformation cannot be achieved by software engineers alone. It requires the deep, uncompromising insight of a Master Teacher.

## Products and services

- **Computerized Adaptive Testing (CAT) & IRT**: Static examinations are obsolete. We design and structure dynamic mathematical databases calibrated for adaptive learning engines. From 1PL to 3PL psychometric modelling, we build the rigorous, metadata-rich item banks required to adjust question difficulty in real-time, delivering precise cognitive assessments.
- **Programmatic Typesetting & Academic Formatting**: High-stakes academic material demands flawless presentation. We specialize in complex programmatic LaTeX typesetting, ensuring absolute mathematical syntax accuracy and universally standardized document rendering. Our strict formatting architectures guarantee that every visual artifact meets elite academic publishing standards.
- **AI-Driven Educational Content Generation**: Scaling content production without sacrificing quality is the modern EdTech bottleneck. We implement advanced prompt engineering and generative AI workflows to produce high-volume, high-fidelity visual assets. From programmatic imagery to comprehensive educational video modules, we automate the content pipeline.
- **Mentorship Ecosystem & CX Design**: The ultimate differentiator in modern education is the student experience (CX). Led by specialized corporate expertise, we design structural frameworks for non-academic student mentorship. We deliver comprehensive Standard Operating Procedures (SOPs), KPI tracking matrices, and training curricula to build highly accountable, scalable mentorship teams.
- **AI Automation Pipelines**: Design and build of AI automation and orchestration pipelines for academic and operational workflows, such as content production, assessment handling and reporting.
- **AI-Enabled EdTech Products**: Design and development of AI-enabled EdTech products: learning, assessment and learner-support tools built for institutions.

## How we engage

1. **Diagnose**: We audit your pedagogical goals, item banks, and content pipelines to map the precise gaps between academic intent and digital execution.
2. **Architect**: We design calibrated, metadata-rich psychometric, typesetting, and content architectures built to elite publishing standards.
3. **Build**: We engineer the systems: adaptive item banks, LaTeX pipelines, generative AI workflows, and mentorship SOPs, all vetted to a zero-defect standard.
4. **Scale**: We hand over auditable, securely-vaulted assets and the operating frameworks your teams need to scale outcomes with confidence.

## Team

- **Ladheedha Nasrin K A**, Founder: Ladheedha brings expertise in mentorship-system design, artificial intelligence, educational technology and academic operations. Her work focuses on building scalable mentorship frameworks, technology-enabled learner-support systems, and structured academic workflows. She has a particular interest in applying AI to personalise learning, improve operational efficiency, strengthen content and assessment systems, and enable data-informed educational decision-making. At AIM IQ Labs, she helps bridge pedagogy, technology and operations to develop practical, scalable solutions for modern education.
- **Nasreen Nazar**, Academic Mentorship & Operations Architect: An independent consultant focused on mentorship-framework design, process coordination, student-experience systems, administrative structuring and organisational support.
- **Saharsh Baiju**, Full Stack Developer & AI Automation and Orchestration Intern: Builds and maintains the AIM IQ Labs website and its interactive simulations, and works on AI automation and orchestration workflows.

## FAQ

### What does AIM IQ LABS do?

AIM IQ LABS is a B2B EdTech company based in Thrissur, Kerala. We build AI-enabled EdTech products, AI automation pipelines, adaptive testing item banks, programmatic LaTeX typesetting and student-mentorship systems for EdTech companies and educational institutions.

### Can you build AI automation pipelines for an institution?

Yes. We design and build AI automation and orchestration pipelines for academic and operational work, such as content production, assessment handling and reporting.

### Do you build AI-enabled EdTech products?

Yes. We design and develop AI-enabled EdTech products: learning, assessment and learner-support tools built for institutions.

### What is computerized adaptive testing (CAT)?

An adaptive test changes the difficulty of each question based on how the student answered the previous ones. It needs a calibrated item bank, which is what we build, using 1PL to 3PL Item Response Theory (IRT) models.

### How does an engagement work?

In four steps. Diagnose: we audit your goals, item banks and content pipelines. Architect: we design the systems. Build: we engineer them. Scale: we hand over the assets and operating frameworks your team needs.

### Is the Arcade part of your services?

No. The Arcade is a free, just-for-fun collection of maths simulations. It is a side project, not one of our B2B services.

### How do we get in touch?

Email iqbal@aimiqlabs.com for products and partnerships, or admin@aimiqlabs.com for general inquiries and operations. You can also use the contact form on this page.

## Arcade (free, just-for-fun simulations)

The Arcade is a free, just-for-fun collection of maths simulations. It is a side project and is not one of the AIM IQ LABS B2B products or services.

- [The Rolling Wheel](https://www.aimiqlabs.com/arcade/rolling-wheel): Unroll a wheel along a line and watch one full turn lay down exactly its own circumference. That is where 2πr comes from, before the formula.
- [Same Wire, Different Shape](https://www.aimiqlabs.com/arcade/same-wire-different-shape): Morph a fixed length of wire between a square and a circle. Perimeter stays put, area does not: the isoperimetric result made tactile.
- [Why is Area = πr²?](https://www.aimiqlabs.com/arcade/area-of-a-circle): Slice a disc into wedges and rearrange them into a near-rectangle. Push the slice count up and the proof converges in front of you.
- [Equal Chords: Finite or Infinite?](https://www.aimiqlabs.com/arcade/equal-chords): Sweep every chord of a given length around a circle and trace the envelope they carve out: a counting question with a geometric answer.

## Contact

- Address: 6A, Skyline Glen Woods, Saw Mill Road, Koorkkanchery, Thrissur, Kerala 680007
- Products & Partnerships: iqbal@aimiqlabs.com
- General Inquiries & Operations: admin@aimiqlabs.com
- Website: https://www.aimiqlabs.com/