RiverbornBook Call
Jachai AIContent-to-Assessment Engine

Any content in.
Complete assessment out.

Upload a book, a blog, an image, an audio file, or a video, and get a full quiz, ready to assign, take, score, and time, automatically.
Powering QuizMaker AI, used daily by thousands.

JACHAI INGESTION CONSOLE // QUIZMAKER ENGINE

Format Parser: Auto-detecting schema mapping & text extraction
Step 01 / Raw Ingest
PDF / TextbookChapter 4: Photosynthesis
Photosynthesis is a process used by plants and other organisms to convert light energy into chemical energy that, through cellular respiration, can later be released to fuel the organism's activities. Chlorophyll a is the primary pigment involved...
Status: READYSchema validated 100%
Step 02 / Generated Quiz
Score: 0Timer: 0:00
Knowledge Check: Chapter 4: Photosynthesis

Which of the following is the primary light-absorbing pigment in plants?

Choose an answer to see schema feedback loop...

Turning content into a real assessment is slow work.

Someone has to read or watch the material, decide what's actually worth testing, write questions that aren't trivial, build in scoring and timing, and then manage who gets to see it and who doesn't. Multiply that across every chapter, course, or training module, and assessment becomes the bottleneck, not the content itself.

Most quiz tools start from a blank form. They don't read your material for you, and they definitely don't understand a lecture video or a scanned PDF.

The Manual Syllabus Sift

Subject matter experts must invest hours parsing through chapters, manuals, or training slides line-by-line just to identify core testable knowledge nodes. This process creates critical bottlenecks when releasing new training programs.

Drafting Trivial Questions

Writing high-quality multiple choice distractors (incorrect answers) that are challenging and realistic requires deep design experience. Standard tools rely on creator writing, resulting in overly simple or poorly aligned queries.

Blank-Canvas Cold Starts

Most assessment platforms provide zero contextual understanding. If you upload a complex schematic, a video presentation, or a PDF, you are still forced to manually copy and draft the compliance assessment from scratch.

Zero manual quiz-writing.

Jachai shifts the paradigm by automatically ingesting content and formatting structured verified quizzes directly from the source structure, ensuring factual alignment with zero cold starts.

Extraction Core

Knowledge Normalization

Jachai takes content in almost any format—text, image, PDF, audio, or video—and converts it into a structured quiz automatically. The system extracts what's actually worth testing, generates questions around it, and produces a full assessment.

Publish Control

Granular Visibility

Complete assessments are produced natively with built-in scoring and timing. From there, the creator decides who sees it: a private assessment for one person (with individual link access control), or a public quiz anyone can take.

QuizMaker AI: Proven at Scale

QuizMaker AI is the production platform that proved the Jachai engine. Users upload source material in whatever format they have it—a textbook chapter, a blog post, a lecture recording, a video—and Jachai generates a complete assessment loop automatically.

ENGAGEMENT SCALE1000+Active users generating assessments
FORMAT STACK5 FormatsText, Image, PDF, Audio, Video
AUTOMATION PATHFull LoopIngest → Gen → Distribute → Score

QUIZMAKER AI // GENERATED SCORECARD

Taker: anon-learner-8490@corporate-access.net · Private Assessment link
VISIBILITY: PRIVATE
Assessment Result
80%SCORE TALLY
PASSED VERIFICATIONPassing Grade: 70%
Topic Evaluation
Section A: Data Policy Guidelines
14s
Section B: Access Rights Escalation
28s
Section C: Encryption & HSM Keys
1m 02s
Section D: Incident Reporting Protocol
31s
Section E: Customer Records Retention
19s
Time Elapsed2m 34sAllocated: 5m 00s
Normalized Sourcecompliance-syllabus-v2.pdfParsed Size: 124KB
* Recorded automatically inside QuizMaker AI loop.

Where Else This Fits

The same engine—source content in, structured assessment out—applies anywhere learning, compliance, and qualification need to be verified at scale.

01

Corporate Training

Turn compliance handbooks and training slides into mandatory verification quizzes automatically, requiring no instructional designer resource per module.

02

Hiring Assessments

Generate role-specific screening tests directly from job description guides or target engineering reference materials to validate candidate skills.

03

Certification Prep

Convert dense academic guidelines and syllabi manuals into practice exams that mirror exact question structures, distractors, and timing limits.

04

Course & Education Platforms

Every lecture video or uploaded textbook chapter gets a structured quiz attached automatically, setting options for private graded assignments or open practice.

Ingestion-to-Assessment Pipeline

Unlike split architectures that require separate pipelines, Jachai converges all input materials into a normalized knowledge representation, guaranteeing question verification before distribution.

01Consolidated Ingest

Format-agnostic ingestion

Book, blog, image, audio, or video all funnel into the same validation pipelines. No separate parser tools are needed per file type, making training creation cohesive.

02Markdown Core

Knowledge-preserving normalization

The internal markdown converter captures structure, charts, and context layout rules natively to maintain source facts precisely, eliminating hallucinations.

03Native Grading

Built-in assessment engine

Scoring bounds, distractors, timing metadata, and correctness audits are native components of the output payload. No secondary dashboard bolt-ons required.

Ingestion-to-Assessment Pipeline

Trace many formats converging into a normalized markdown core, then fanning out to secure results.

Ingestion Formats
Book / PDFBlog URLScanned ImgAudio FileVideo Link
1
Ingestion & NormalizationFiles parsed into standardized knowledge-preserving markdown structures.
2
Quiz GenerationFacts extracted to automatically construct scored, timed questions & explanations.
3
Visibility ConfigurationCreator sets boundaries — private direct assessment URLs or public portals.
PrivateScored Direct Link
PublicOpen Assessment

Available in Three Formats

Connect Jachai into your learning infrastructure via fully-hosted SaaS, custom developer APIs, or specialized pipeline configurations.

Model 01

White-label SaaS

Run Jachai under your own brand, configured on your own learning or hiring platform. Enforce customized styling rules, administrative access permissions, and user scoring tiers.

Fully Hosted & Managed
Model 02

API Access

Integrate the content-to-assessment engine directly into your existing codebase. Push raw documents or recordings programmatically, and receive JSON payloads of structured questions.

Low-latency REST / Webhooks
Model 03

Custom Vertical Build

A custom generation layer tuned specifically for your custom content type or target compliance scoring format, operating on our proven high-scale platform pipelines.

30-Day Custom Delivery

Proven in Production

Any content to real assessment.

Deploy Jachai pipelines for your organization. Connect with our engineering team to scope your deployment or schedule a test integration.