Enterprise API

Embed an AI-First
Educator Operating System
Into Your Product

Production-grade REST APIs for AI question generation, PDF extraction, test delivery, student analytics, and AI study bots. Build on the same engine that powers ThePrepLab's coaching network.

Get API AccessREST + JSON · Bearer token auth · Scoped API keys
Use Cases

Built for Every Team That Builds

Whether you are a startup, SaaS company, or a large coaching chain — our APIs plug into your stack.

Edtech Product Teams

Embed AI test generation and question banks directly into your existing app or LMS without building the assessment engine from scratch.

SaaS Developers

Add a full assessment module to your ERP, LMS, or coaching management product. We handle the AI and data; you handle the experience.

Coaching Chain CTOs

Power multiple franchisee apps from a single backbone. One source of truth for tests, questions, and analytics across your entire network.

Content Teams

Automate your PDF-to-question pipelines and bulk content ingestion. Upload a textbook, get structured, tagged MCQs in minutes.

Analytics Teams

Pull rich student performance data into your custom dashboards and BI tools. Topic-wise accuracy, time analysis, and cohort comparisons.

Mobile App Developers

Integrate student-facing test delivery and result screens into your app, with full LaTeX and chemistry notation support built in.

API Capabilities

Everything You Can Call

Every capability below is available through our API layer — the same one that runs ThePrepLab in production. Pick the modules you need and ignore the rest.

AI Content Generation

  • Question generation from any prompt
  • Solutions, explanations, and diagrams
  • Auto-tagging and bulk AI edits

PDF & Document Intelligence

  • Question extraction from any PDF
  • Page-level re-extraction and cropping
  • Searchable document library

Test & Assessment Engine

  • Test creation with exam patterns
  • Test series, scheduling, and access rules
  • Question bank, bulk upload, and exports

Delivery & Evaluation

  • Web and mobile test delivery
  • Auto-evaluation and OMR grading
  • Re-evaluation and certificates

Analytics & Insights

  • Attempt and cohort performance data
  • Accuracy, pacing, and rank breakdowns
  • Data feeds for your BI stack

AI Study Bots & Search

  • Bots grounded in your own content
  • Streaming chat with session history
  • Semantic search with source citations

Users, Orgs & Access

  • Multi-tenant orgs, batches, and roles
  • Invites, enrolment, and access control
  • White-label domains and billing

Engagement & Content

  • Resources, video, and live classes
  • Communities and discussions
  • Email, SMS, and push notifications

Rich Content Rendering

  • LaTeX math in every response
  • Chemistry structures via SMILES
  • Markdown with embedded media

This is a summary, not the full surface. Our API covers considerably more than fits on one page. Complete reference documentation is shared during onboarding.

Integration

Up and Running in 3 Steps

No complex setup. Request access, generate a key, and start calling.

01

Request Access

Fill in the form below. Our team reviews every application and responds within 1 business day with your onboarding details.

02

Generate Your Key

Create scoped API keys from your organisation dashboard, with granular permissions and instant revocation.

03

Start Building

REST + JSON over Bearer token auth, with full reference documentation and a dedicated technical contact.

Why ThePrepLab APIs

Production-Grade. AI-Native. Built for Scale.

Running in production across live coaching networks, not a demo stack

LaTeX and chemistry notation supported natively in every content response

Streaming AI responses — no polling required

Multi-tenant by design: one integration, many institutes and branches

Scoped keys with granular permissions and instant revocation

REST + JSON with predictable, versioned endpoints

Where the API sits

Your side of the line

Your product, your brand, your users, and the experience your learners see.

Handled by the API

  • AI generation, extraction, and tagging
  • Assessment engine and evaluation logic
  • Question bank storage and search
  • Analytics computation and scale

Get API Access

Fill in your details and our team will get back to you within 1 business day.

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Enterprise API - AI Assessment APIs for Edtech | ThePrepLab