Agoge Development LLC

Agoge Development LLC

Currently in Testing — Early Access Available

Teaching, Accelerated

The AI-powered teaching toolkit that grades, generates, evaluates, and assists — so you can focus on what matters.

Covering the full teaching lifecycle: create content, generate assessments, grade, evaluate teams, and assist students.

30+
Modules
8
Auto-Graders
368+
API Endpoints
3
AI Providers
$0
To Start

Why Instructors Choose Agoge

Every module is designed around one question: what takes instructors the most time?

8 Auto-Graders

SQL, essays, Tableau, Excel, Python, R, Power BI, and statistics — all graded by AI against your rubrics with partial credit and context-aware feedback.

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6 Assignment & Dataset Generators

Generate SQL, Tableau, Power BI, statistics, and quiz assignments — plus realistic mock datasets with relational tables for demos and exercises. Answer keys, instructor guides, and auto-generated rubrics included.

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AI Teaching Assistant & Oral Exams

24/7 AI assistant that answers from your course materials. Plus interactive AI oral exams with adaptive follow-up questions and scored transcripts.

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Peer Evaluation & Integrity Tools

Anonymous peer reviews with PDF reports. Academic integrity analysis that scores cheating vulnerability and auto-hardens assignments. Accessibility compliance scanning.

Choose Your AI, Per Feature

Anthropic Claude, OpenAI + DALL-E, or Ollama (local/free). Admins pick which model powers each module. Three API key modes: org-provided, BYOK, or SaaS billing.

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FERPA-Compliant by Design

Student data isolated per instructor, identifiers stripped before AI processing, complete audit trail, guaranteed temp file cleanup, and on-premise AI via Ollama for strict data residency.

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API-First Architecture

368+ endpoints, API key auth, interactive Swagger docs. Build your own frontend, integrate with your LMS, or automate via CI/CD pipelines.

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Multi-Tenant Organizations

Custom branding per department (logo, colors, CSS), usage analytics, quotas, billing tiers, and TA delegation with scoped permissions.

The Agoge Platform

30+ integrated modules covering the full teaching lifecycle. Generate, grade, evaluate, and assist — powered by your choice of AI.

AI-powered grading system processing student submissions

AI-First Grading

Our graders don't just check syntax — they understand intent. A student with correct logic but a typo gets partial credit, not zero.

  • 8 specialized graders across all major tools
  • Rubric-based AI evaluation with partial credit
  • D2L ZIP import and gradebook CSV export
  • PDF feedback reports with institutional branding
  • Batch processing with progress tracking
Automated Grading (8 Graders)

SQL Grader

Rubric-based + AI semantic analysis, multi-form detection, schema validation. D2L ZIP import.

Essay Grader

AI assessment with configurable strictness, detailed per-criterion feedback and partial credit.

Tableau Grader

TWB/TWBX parsing — chart types, shelf fields, filters, calculated fields, caption analysis.

Excel Grader

Formulas, formatting, charts, pivot tables, named ranges. XLSX/XLS support.

Python Grader

Sandboxed test execution, AST analysis, AI code review, blocked import guard. .py and .ipynb.

R Grader

AI-first grading, tidyverse-aware. Works without R installed via AI-only fallback. .R and .Rmd.

Power BI Grader

Two-layer PBIX parsing (Layout JSON + DataModel), DAX measure validation. Mac-compatible.

Statistics Grader

Numerical answer checking with tolerance, method evaluation, interpretation grading. Multi-format.

Assignment & Dataset Generators (6 Generators)

SQL Assignment Generator

Known schemas (Sakila, Northwind, Chinook) or custom. Difficulty control, multiple versions, auto-rubrics compatible with SQL Grader.

Tableau Assignment Generator

Skill profiles (Beginner to Advanced), 29 skills, dataset management, instructor guides with Socratic questions.

Power BI Assignment Generator

4 types (tutorial to project), 28 skills, student submission guide for Mac users. Reuses datasets cross-tool.

Statistics Assignment Generator

9 categories, 40+ subtopics, 150+ skills. Engineered datasets with known answers. Tool-agnostic (R/Python/Excel/SPSS).

Question Generator

MCQ, T/F, matching, fill-in-blank, essay. Difficulty mix, style controls. D2L quiz import format export.

Mock Dataset Generator

Generate realistic, relational datasets with proper foreign keys and real-feeling data. Perfect for classroom demos, assignments, and practice exercises.

AI generating educational content, presentations, and assignments

Generate, Don't Create From Scratch

Generate the assignment, grade the submissions, and the grader already knows the answers — because it generated the data.

  • 6 generators with answer keys and mock datasets
  • Multiple versions for academic integrity
  • Auto-generated rubrics compatible with graders
  • Realistic relational datasets for demos and exercises
  • Preset configurations for quick reuse
  • AI presentations, lecture videos, and images
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Content Creation

Presentation Generator

Conversational AI wizard: topic, scoping questions, outline, refinement, branded PPTX/HTML export.

AI Image Generation

DALL-E 3 integration: auto-mode analyzes slides and generates images, manual mode with style control, image library.

Lecture Studio

Upload PPTX, AI generates speaker scripts, TTS converts to audio, renders lecture videos. Voice/tone controls.

CellStream

AI-powered Excel tutorial video generation via automated browser workflows.

Students interacting with AI teaching assistant in university setting

Support the Full Student Experience

From 24/7 AI tutoring to adaptive oral exams and anonymous peer reviews — tools that help students learn, not just get graded.

  • Virtual TA answers from your course materials only
  • AI oral exams with adaptive follow-up questions
  • Anonymous peer evaluation with PDF reports
  • Academic integrity analysis and auto-hardening
  • WCAG 2.1 / Section 508 accessibility scanning
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Academic Tools

Virtual Teaching Assistant

AI chatbot tied to your course materials. D2L export parsing, change detection, SAML + access code auth.

AI Oral Exam

Interactive web-based oral exams. AI asks questions, students respond, AI follows up. Scored transcripts and rubric evaluation.

Peer Evaluation

Roster upload, team organization, anonymous scoring, configurable criteria, PDF reports with distributions and discrepancy flagging.

Academic Integrity Analyzer

AI scores cheating vulnerability (traditional + AI-assisted), checkbox recommendations, auto-harden and export.

Accessibility Checker

Scan PPTX/PDF/DOCX/HTML against WCAG 2.1 / Section 508. AI-enhanced scanning, auto-remediation, batch processing.

Course Materials Hub

Shared Course/Term/Section hierarchy. Cross-module material access. Recycle bin with 30-day recovery.

Platform Infrastructure

Organization Management

Multi-tenant with custom branding (logo, colors, CSS), usage analytics, quotas, and billing tiers.

Analytics Dashboard

Grading trends, activity timelines, score distributions, storage monitoring, per-module breakdowns.

Per-Module AI Selection

Admins choose which AI model powers each of 13 configurable functions. Visual tier badges show cost implications.

Ollama (Local AI)

Zero API costs. 8 pre-configured open-source models. One-click connection test. On-premise for strict data residency.

Global Search

Ctrl+K search across all content types — courses, rubrics, presentations, assignments, and more.

Notifications & Data Export

Real-time in-app notifications. One-click ZIP export of all user content for portability.

API Key Management

Service API keys with scope and expiry controls. Three modes: org-provided, BYOK, or SaaS billing.

User & Role Management

JWT + Azure Entra ID + SAML/OIDC. Role hierarchy, TA delegation, invite codes, email verification.

API-First. Your Frontend, Your Rules.

Every module is a REST endpoint. Use our interface or build your own.

Build on the Agoge API

The entire platform is accessible through a documented REST API with 368+ endpoints. Integrate Agoge into your existing systems or build a fully custom experience.

  • Custom frontend development
  • LMS and workflow integration
  • CI/CD pipeline automation
  • API key authentication
  • Interactive Swagger documentation
Secure API platform architecture

Built for Your Workflow

Integrates with the systems your institution already uses.

D2L Brightspace ZIP submission import for all graders, gradebook CSV export, quiz question D2L import format, and course export parsing for the Virtual TA.
Azure Entra ID Enterprise single sign-on via Azure Active Directory. Users authenticate with their institutional credentials — no separate Agoge passwords needed.
SAML SSO Standard SAML 2.0 and OIDC support for institutional authentication. Works with any identity provider — Azure AD, Okta, Google Workspace, Shibboleth.
REST API 368+ endpoints with interactive Swagger documentation. API key auth with scope and expiry controls. Build custom frontends or automate workflows via CI/CD.
FERPA Compliant Student identifiers stripped from all AI prompts. Full audit trail of who accessed what. Guaranteed temp file cleanup. Job deletion for data purge on demand.
Anthropic Claude Access to Sonnet, Opus, and Haiku models. Best for essay grading, complex analysis, and nuanced content generation. Enterprise-grade accuracy.
OpenAI + DALL-E GPT-4o for general tasks plus DALL-E 3 for AI image generation. Auto-mode analyzes slides and generates contextual images for presentations.
Ollama (Local) Run AI models on your own hardware with zero API costs. 8 pre-configured open-source models including Llama 3.1 and Mistral. Ideal for strict data residency requirements.

What Makes Agoge Different

Purpose-built for how analytics programs actually teach.

AI-First Grading

"Our graders don't just check syntax — they understand intent. A student with correct logic but a typo gets partial credit, not zero."

Every grader uses AI as the primary evaluation mechanism. Test execution and structural checks supplement AI judgment. Tool-aware evaluation: tidyverse idioms for R, PEP 8 for Python, DAX best practices for Power BI.

Generator + Grader Integration

"Generate the assignment, grade the submissions, and the grader already knows the answers — because it generated the data."

The Stats Generator engineers datasets with known statistical properties. The Stats Grader knows the exact correct coefficients and p-values. Same closed loop for SQL, Tableau, and Power BI assignments.

Mac + Windows Parity

"Every tool works for every student, regardless of their computer."

Power BI assignments include downloadable submission guides for Mac users. R and Python graders work without the runtime installed (AI-only fallback). All content is web-accessible.

Built for Every Stakeholder

Whether you're evaluating, purchasing, or using — Agoge fits your role.

Grade 200 SQL submissions in minutes, not hours. Generate a Tableau assignment with answer key in one click. Your AI teaching assistant answers student questions 24/7 using your actual course materials. Interactive oral exams that adapt to each student's knowledge level. All from one platform — no switching between tools.
A complete teaching toolkit for data analytics programs. SQL, Python, R, Excel, Tableau, Power BI — all graded automatically with AI that understands code quality, not just syntax. Generate assignments, quizzes, and presentations from your curriculum materials. Peer evaluations without the TeamMates overhead. Accessibility compliance scanning built in.
Deploy once, serve your entire institution. Each department gets custom branding, usage analytics, and granular access controls. Three API key modes let you control costs. FERPA-compliant with full audit trails. SAML/SSO support for institutional authentication. 368+ REST API endpoints for integration.
Flexible tiers designed for different budgets and needs — from individual instructors to entire institutions. Use Ollama for $0 AI costs with your own GPU, or bring your own API keys for direct vendor pricing. Per-module model selection means you never pay for more AI capability than you need. Usage analytics and configurable quotas give you full cost visibility.
Get help with your coursework anytime — the AI teaching assistant knows your course materials and can explain concepts without giving away answers. Practice for exams with interactive AI oral assessments. Evaluate your teammates anonymously and get aggregated feedback on your own contributions.

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Request Demo Access

We're currently in our testing phase and offering demo access to departments and instructors interested in early adoption.

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