Husimi helps education companies create, digitize, validate, and migrate assessment content — from PDFs, Word documents, spreadsheets, scans, and legacy question banks to clean, structured, platform-ready assessments.
Whether migrating legacy archives, publishing new item banks, or validating high-stakes test material, Husimi provides operational support and backend execution.
For companies managing item banks, test delivery, assessment authoring, and customer migrations.
For digital-learning businesses that need structured assessment content and reliable operational support.
For organizations producing and maintaining high-volume practice-question libraries with complex STEM needs.
For editorial teams converting legacy print and digital content into structured, platform-ready assessment assets.
For organizations moving certification banks and exam pools into LMS or proctoring environments.
For service providers that need a reliable backend execution partner for client assessment migrations.
Husimi delivers four focused service pillars designed to take full responsibility for assessment content challenges.
Create high-quality digital assessment content for learning platforms, test-prep products, publishers, and assessment systems.
Turn unstructured and legacy educational material into clean, structured digital assessment content with human verification of ambiguous items.
Clean, normalize, and validate existing question banks before they reach learners or production systems. The goal is to identify uncertainty before production.
Prepare assessment content for modern LMS and assessment platforms without forcing internal teams to rebuild every item manually.
We do not claim that software operates with magical zero-defect precision. Real educational content is messy and ambiguous. Our five-stage workflow automates the repetitive heavy lifting and surfaces exceptions for human verification before delivery.
Source content arrives from Word, PDF, spreadsheet, scan, image, or legacy question bank.
Our automated pipeline extracts and organizes stems, options, answers, interactions, metadata, and media.
Automated rules identify structural problems, missing fields, malformed items, and inconsistent content.
Ambiguous or unsupported items are flagged for human review instead of silently passing errors.
Validated content is returned in the required structured format (QTI, JSON) or loaded into the target platform.
We make the first engagement low risk. Send a representative sample to test compatibility and review structured output before scoping a larger pilot.
Share 20–30 representative questions from a real assessment-content workflow.
Husimi reviews source formats, content complexity, diagrams, and target LMS requirements.
We process the sample and return the structured output, validation results, and exceptions.
If the result is useful, move to a defined 200–500 item pilot with agreed criteria.
Scope larger migrations, recurring content authoring, or continuous question bank QA.
Husimi is an assessment content and technology business. Our proprietary platform is being developed from hands-on experience with digital assessment authoring, STEM content production, structured question banks, and LMS workflows.
This direct involvement allows projects to stay close to the engineers building the underlying technology. You talk directly with specialists who understand how questions parse, validate, and render.
Have questions about custom formulas, legacy scanning formats, or an upcoming platform migration? Reach out directly.
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.
Early project enquiries are reviewed directly by our experts to evaluate format compatibility, STEM complexity, and delivery scope.
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.