Solutions by Organization Type

Solutions for teams managing assessment content at scale.

Whether you run an assessment platform, build EdTech software, produce high-stakes test-prep, or migrate clients to modern LMS environments, Husimi delivers the content engineering and validation your workflow requires.

Assessment Platforms

Scale content authoring and frictionless customer migrations

Discuss project
The Content Challenge:

New customers frequently bring disorganized item banks stored in Word documents, old database dumps, or heterogeneous CSV files. Manually re-keying items delays onboarding.

How Husimi Delivers:

Husimi provides the backend ingestion and conversion pipeline. We normalize question types, extract metadata, structure formulas into LaTeX/MathML, and deliver QTI or JSON files conforming to your authoring API.

Key Operational Outcomes:
Accelerate new platform customer onboarding from months to days
Normalize varied client formats into standard QTI 2.1 or 3.0
Deterministic rule validation prevents corrupt questions from entering your item repository
Preserve complex math notation and diagram bindings without manual recopying
EdTech Companies

Reliable assessment content operations for digital learning products

Discuss project
The Content Challenge:

Scaling a learning product requires continuous delivery of fresh, accurate practice questions and diagnostic assessments. Internal engineering teams shouldn't be wrangling assessment formatting.

How Husimi Delivers:

Husimi functions as your assessment content operations partner. We author, digitize, and validate assessment assets aligned to curriculum standards and deliver clean JSON or LMS packages ready for production.

Key Operational Outcomes:
Outsource routine question authoring and digitization with strict QA
Accurate taxonomy tagging, Bloom's taxonomy mapping, and difficulty scoring
Comprehensive answer explanations and step-by-step diagnostic feedback
Fast turnaround on backlogs so product teams stay focused on software
Test-Prep Organizations

High-volume STEM question libraries with diagrams and solutions

Discuss project
The Content Challenge:

Competitive exam preparation (such as JEE, NEET, SAT, AP, or regional mock tests) relies on thousands of intricate physics circuit diagrams, chemical structures, and multi-step math proofs.

How Husimi Delivers:

Husimi digitizes legacy printed mock tests, binds spatial diagrams to their exact question stems, parses LaTeX equations, and ensures answer keys match pedagogical step-by-step solutions.

Key Operational Outcomes:
Spatial diagram binding links cropped graphics to the right question stems
Multi-lingual and regional language font handling alongside English stems
Rigorous verification of answer keys against written explanations
Bulk conversion of 10-year archives of past examination papers
Publishers

Convert print textbooks & legacy digital archives into modern item banks

Discuss project
The Content Challenge:

Decades of high-value textbook exercises and teacher test banks are locked in print editions, scanned PDFs, or proprietary desktop software formats that cannot be ingested into modern LMS platforms.

How Husimi Delivers:

We systematically extract problem sets, section reviews, and chapter tests from print or PDF layouts, convert them into structured QTI/JSON packages, and flag copyright and missing assets.

Key Operational Outcomes:
Monetize back-catalog print assets by transforming them into digital learning banks
Extract chapter metadata, textbook references, and subject taxonomies
Standardize formatting across multi-author editorial series
Provide human verification of OCR anomalies in printed mathematical typography
Training & Certification Providers

Secure, structured assessment banks for credentialing and LMS delivery

Discuss project
The Content Challenge:

Professional credentialing bodies require strict item bank integrity, psychometric validity tracking, and clean migrations into LMS or computer-based testing (CBT) engines.

How Husimi Delivers:

Husimi audits and normalizes certification questions, verifies option schemas, checks identifier uniqueness, and prepares LMS-ready packages for Canvas, Moodle, Blackboard, or proprietary testing engines.

Key Operational Outcomes:
Audit question banks for duplicate identifiers, malformed keys, and missing options
Package test forms with strict point values, negative marking, and time constraints
Format questions specifically for high-stakes LMS testing engines
Complete exception reporting for psychometric and compliance records
LMS & Implementation Partners

A reliable backend execution partner for content migration contracts

Discuss project
The Content Challenge:

LMS implementation consultants excel at platform architecture, SSO, and SIS integration, but client assessment content migrations often turn into costly, manual copy-paste sinkholes.

How Husimi Delivers:

Husimi acts as your white-label or backend assessment conversion partner. Hand us the client's messy source files; we deliver validated, platform-ready QTI packages that import cleanly.

Key Operational Outcomes:
Eliminate manual content re-entry from LMS deployment timelines
Pre-test and adapt packages for Canvas, Moodle, and Blackboard quirks
Protect fixed-price migration project margins with predictable delivery
Direct expert support to troubleshoot stubborn LMS import error logs
Project Scoping

Have an assessment-content backlog?

Tell us what you are working with — PDF, Word, Excel, scans, handwritten sheets, or an existing LMS — and what you need the final content to become.

Expert Review

Early project enquiries are reviewed directly by our experts to evaluate format compatibility, STEM complexity, and delivery scope.

Low-Risk Evaluation

Prefer to start small? Share a 20–30 question sample. We will convert the sample and show you the structured output, validation results, and exceptions.

Project & Content Details

Help us understand your source material, target platform, and timeline.

No commitment required. We can begin with a sample conversion.