# Intronata

*/Occupations/Engineering_and_Architecture_Teachers,_Postsecondary/Problems/ABET_Accreditation_Data_Collection/Startups/Intronata*

## Startup Overview

This compliance software maps uploaded engineering and architecture artifacts directly to ABET accreditation criteria. Postsecondary faculty upload raw student submissions—including MATLAB scripts, AutoCAD design files, and scanned thermodynamics exams—into the system. The platform parses these technical files, isolates specific calculations or design components, and aligns them with longitudinal ABET learning outcomes.

Preparing for an accreditation cycle traditionally forces professors into a manual audit, requiring them to double-grade assignments and extract granular evidence of professional competencies into offline folders. The software replaces this redundant cycle. It ingests batch exports from standard learning management systems, strips personally identifiable information, and curates representative samples of high, average, and low student performance into structured departmental dossiers.

Incumbent institutional platforms like Watermark, HelioCampus, and Canvas LMS track overall academic grades but lack the domain capability to map technical engineering formats against specialized programmatic rubrics. This limitation pushes faculty back into manual spreadsheet mapping. By focusing strictly on ABET-specific mapping and optimizing the manual document curation process, the software captures granular proficiency metrics without forcing departments to adopt rigid, generic compliance databases.

## Startup Founding Hypothesis

**Problem**: [ABET Accreditation Data Collection](/Occupations/Engineering_and_Architecture_Teachers,_Postsecondary/Problems/ABET_Accreditation_Data_Collection)
**Approach**: a software that maps manually curated artifacts to ABET compliance rubrics
**Competitors**:
- [Watermark](/Competitors/Watermark)
- [Canvas LMS](/Competitors/Canvas_LMS)
- [spreadsheet mapping](/Competitors/spreadsheet_mapping)
**Differentiator2x2**: an ABET-specific mapping tool designed for manual document curation

## Startup Solution Coordinate

**Solution**: [Criterion Matrix](/Software/Criterion_Matrix)

## Startup Offer

**Proof**:
- Mechanical engineering departments map 500 midterm exams to outcome criteria in under 48 hours
- Architecture programs index visual CAD submissions to technical design proficiencies without dual grading
- Assessment coordinators assemble fully compliant end-of-year dossiers directly from batch folder uploads
**Tiers**:
- Name: Term Matrix · Price: ~$400–$600/mo per department · Inclusions: Up to 1,000 manual artifact uploads per term, PDF and text document parsing, and standard ABET 1-7 criterion alignment mapping for a single academic program.
- Name: Multimodal Portfolio · Price: ~$800–$1,200/mo per department · Inclusions: Up to 3,000 manual artifact uploads per term, designed to ingest complex engineering formats like AutoCAD and MATLAB, plus custom departmental rubric cross-walking.
**Guarantee**: Intronata extracts and maps specific assessment evidence from your manually uploaded course assignments directly to targeted ABET outcomes, or we refund your software fee for that academic term.
**Business Function**: ProvideService
**Objection Handlers**:
- Faculty use disparate grading methods across different courses. — Intronata evaluates the uploaded technical artifact directly against the ABET framework, decoupling compliance from the instructor's individual grading style.
- We cannot grant a third-party tool read access to our institutional Canvas instance. — The platform is built strictly for manual document curation and batch uploads from local drives, requiring zero IT integration with your LMS.
- Student submissions contain protected privacy information. — The upload pipeline is designed to automatically redact student names and university ID numbers from the files before the mapping engine runs.
**Pricing Architecture**: Tiered
**Agent Checkout Support**:
- agentic-commerce-protocol

## Startup Brand

**Voice**: Academic administrative register defined by rigorous technical precision.
**Tagline**: Automated ABET evidence extraction from unstructured student engineering artifacts.
**Icon Concept**: blueprint
**Palette Intent**: institutional-cool
**Visual Identity**: The visual identity combines an institutional-cool palette of slate blue and crisp white with structured technical typography and subtle background motifs of architectural wireframes.
**Archetype Reference**: the-sage

## Startup Proof Points

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**Pilot Goals**:
- Single-course midterm pilot (2 weeks, 1 professor): Ingest 150 student exams via manual batch upload, redact all PII, and accurately map specific calculation answers to ABET Criterion 1 without any Canvas integration.
- Department-wide end-of-term audit (4 weeks, mechanical engineering): Upload 2,000 mixed-format artifacts (AutoCAD, MATLAB, PDF) across 5 core courses to generate a fully populated, continuous-improvement dossier ready for a mock-accreditation review.
**Target Metrics**:
- target: 90% reduction in faculty hours spent manually extracting and re-scoring student assignment components against ABET 1-7 criteria.
- aim: <48 hour turnaround to process and categorize 1,000 multimodal student submissions (PDFs, MATLAB scripts, CAD files) into a compliance-ready dossier.
- target: 100% anonymization rate for personally identifiable information (student names and IDs) redacted automatically during the batch upload pipeline.
- target: 0 IT tickets required for implementation, validating the standalone manual document curation motion over heavy LMS integration.
**Target Case Studies**:
- Medium-sized public university mechanical engineering department (Department Chair): Shifted from manually double-grading 500+ exams for ABET compliance to batch-uploading scanned PDFs for automated criterion alignment, saving hundreds of faculty hours per term.
- Private polytechnic institute architecture program (Assessment Coordinator): Eliminated spreadsheet-based rubric mapping by using vision-language parsing to automatically index unstructured CAD portfolios directly to technical design proficiencies without requiring faculty to alter their grading styles.
- Community college applied sciences division (Dean of Engineering): Standardized continuous improvement reporting across 15 disparate syllabi simply by uploading historical assignments and letting the extraction engine map them to programmatic outcomes, bypassing the need for complex Canvas LMS integrations.
**Testimonial Targets**:
- Mechanical Engineering Faculty Member: Relief that they no longer have to retroactively re-score their midterms against institutional rubrics and can simply upload raw grading artifacts to satisfy the accreditation committee.
- Accreditation Director: Confidence in the institutional audit trail because the software directly maps specific visual evidence, like a single thermodynamics equation, to the exact ABET proficiency required without relying on faculty data-entry.
- Department Chair: Appreciation for preserved academic freedom, noting that instructors maintained their preferred unstructured grading styles while the administration still secured perfectly formatted longitudinal compliance data.

## Startup Solution Stack

- [Accreditation Dossier Service](/Services/Accreditation_Dossier_Service) — Service-as-Software
- [Rubric Alignment Agent](/Agents/Rubric_Alignment_Agent) — Agent
- [Artifact Extraction Worker](/Agents/Artifact_Extraction_Worker) — Agent
- [Multimodal Parsing Engine](/Software/Multimodal_Parsing_Engine) — Software
- [LMS Ingestion API](/Software/LMS_Ingestion_API) — Software

## Startup Story Brand

**Hero**:
- **Need**: to return to technical research and instruction instead of serving as a data clerk
- **Want**: to substantiat ABET outcome attainment without the burden of manual artifact curation
- **Identity**: the engineering faculty member or assessment coordinator at an accredited university
**Plan**:
- Step: Upload artifacts · Detail: Batch upload your course folders containing PDFs, CAD files, or MATLAB scripts to the Intronata vault.
- Step: Audit alignment · Detail: Review the autonomously generated matrix where AI correlates specific student work to targeted ABET outcomes.
- Step: Export dossier · Detail: Generate a submission-ready registry of evidence that substantiates your program's continuous improvement goals.
**Guide**:
- **Empathy**: You shouldn't still be manually pulling high-average-low samples from SharePoint. Watermark wasn't built to parse the technical logic inside a MATLAB script or a thermodynamics midterm.
**Problem**:
- **Villain**: dual-track grading
- **External**: Extracting specific ABET evidence from Canvas and AutoCAD files requires manually re-scoring thousands of individual exam questions into Microsoft Excel spreadsheets.
- **Internal**: You feel like your academic freedom is being traded for repetitive administrative data entry.
- **Philosophical**: Every engineering educator deserves to focus on pedagogy — not the drudgery of cross-walking lab reports to compliance rubrics.
**Success**: You maintain a continuous, multi-year record of student proficiency with zero change to your native grading workflow.
**One Liner**: Instead of manually extracting exam questions for accreditation, Intronata autonomously maps technical student artifacts to ABET outcomes — delivering a compliant assessment dossier in hours.
**Positioning**:
- **So That**: faculty extract granular compliance evidence without dual-track grading
- **Unlike**: manual SharePoint curation and generic LMS exports
- **For Whom**: engineering and architecture departments in accreditation cycles
- **Category**: ABET-specific artifact mapping software
**Call To Action**:
- **Direct**: Purchase Term Matrix
- **Transitional**: Review sample outcome dossier
**Failure Stakes**:
- Diverting 40 hours of research time to end-of-term compliance audits.
- Risking program accreditation due to inconsistent or episodic evidence collection.
- Burnout from redundant grading cycles across disparate software environments.
**Transformation**:
- **To**: free to lead technical innovation, no longer stuck mapping rubrics
- **From**: the faculty member buried in Canvas export spreadsheets
**Controlling Idea**: Technical academic evidence should be autonomously mapped to outcomes, not manually curated by faculty.

## Neighborhood

### Competitors

- [OneTrust DataDiscovery](/Competitors/OneTrust_DataDiscovery) — competes with · Competitors
- [Securiti AI](/Competitors/Securiti_AI) — competes with · Competitors
- [Varonis](/Competitors/Varonis) — competes with · Competitors
- [Manual Data Audits](/Competitors/Manual_Data_Audits) — competes with · Competitors
- [Symmetry Systems](/Competitors/Symmetry_Systems) — competes with · Competitors
- [BigID](/Competitors/BigID) — competes with · Competitors
- [Watermark](/Competitors/Watermark) — competes with · Competitors
- [Canvas LMS](/Competitors/Canvas_LMS) — competes with · Competitors
- [spreadsheet mapping](/Competitors/spreadsheet_mapping) — competes with · Competitors
- [manual spreadsheet mapping](/Competitors/manual_spreadsheet_mapping) — competes with · Competitors
- [Watermark Assessment](/Competitors/Watermark_Assessment) — competes with · Competitors
- [Microsoft SharePoint](/Competitors/Microsoft_SharePoint) — competes with · Competitors
- [Gradescope](/Competitors/Gradescope) — competes with · Competitors
- [Canvas LMS Platforms](/Competitors/Canvas_LMS_Platforms) — competes with · Competitors
- [Watermark Assessment Suite](/Competitors/Watermark_Assessment_Suite) — competes with · Competitors
- [HelioCampus](/Competitors/HelioCampus) — competes with · Competitors
- [manual compliance spreadsheets](/Competitors/manual_compliance_spreadsheets) — competes with · Competitors
- [HelioCampus Assessment](/Competitors/HelioCampus_Assessment) — competes with · Competitors
- [Watermark Insights](/Competitors/Watermark_Insights) — competes with · Competitors
- [manual SharePoint curation](/Competitors/manual_SharePoint_curation) — competes with · Competitors
- [Watermark Assessment Software](/Competitors/Watermark_Assessment_Software) — competes with · Competitors
- [Blackboard Learn](/Competitors/Blackboard_Learn) — competes with · Competitors
- [Spreadsheet Rubric Mapping](/Competitors/Spreadsheet_Rubric_Mapping) — competes with · Competitors
- [Microsoft Excel](/Competitors/Microsoft_Excel) — competes with · Competitors
- [manual spreadsheet tracking](/Competitors/manual_spreadsheet_tracking) — competes with · Competitors
- [Canvas LMS gradebooks](/Competitors/Canvas_LMS_gradebooks) — competes with · Competitors
- [SharePoint shared folders](/Competitors/SharePoint_shared_folders) — competes with · Competitors
- [manual shared folders](/Competitors/manual_shared_folders) — competes with · Competitors

### Embodies

- [Software](/Theses/Software) — embodies · Theses

### What it offers

- [Intronata Data Sense](/Software/Intronata_Data_Sense) — offers · Software
- [Criterion Matrix](/Software/Criterion_Matrix) — offers · Software
- [Outcome Extraction Engine](/Software/Outcome_Extraction_Engine) — offers · Software

### Composed of

- [Multimodal Parsing Engine](/Software/Multimodal_Parsing_Engine) — composes · Software
- [Accreditation Dossier Service](/Services/Accreditation_Dossier_Service) — composes · Services
- [Artifact Extraction Worker](/Agents/Artifact_Extraction_Worker) — composes · Agents
- [LMS Ingestion API](/Software/LMS_Ingestion_API) — composes · Software
- [Rubric Alignment Agent](/Agents/Rubric_Alignment_Agent) — composes · Agents
- [Anonymization Worker](/Agents/Anonymization_Worker) — composes · Agents
- [LMS Sync API](/Software/LMS_Sync_API) — composes · Software
- [Outcome Compliance Service](/Services/Outcome_Compliance_Service) — composes · Services
- [CAD Parsing Engine](/Software/CAD_Parsing_Engine) — composes · Software

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