TallySec
Teach security in the language of finance
AI-powered security education lab pack that connects threat scoring to quantifiable business impact and ROI. Complete training bundle with deterministic scanner, labs, assessments, and FastAPI microservice.
What TallySec Does
TallySec is a Risk-to-Return Lab Pack that teaches security teams to communicate findings in executive language. It bridges the gap between technical threat detection and business impact by translating risk scores into ROI metrics.
The Problem It Solves
Security teams struggle to:
- Communicate technical findings to business stakeholders
- Quantify the business impact of vulnerabilities
- Justify security investments with ROI data
- Train staff on risk prioritization
TallySec provides a complete educational framework that teaches security in the language finance understands.
Key Capabilities
AI-Powered Risk Scoring
A deterministic, feature-based scoring engine prioritizes threats and translates technical severity into business impact metrics that executives can act on.
Complete Lab Environment
Five structured labs take students from basics to advanced concepts. Each includes student materials and instructor answer keys for classroom or self-paced learning.
Production-Ready API
FastAPI microservice runs locally or containerized. Includes OpenAPI documentation, Postman collection, and example integrations.
Assessment Suite
Quiz bank covers all modules with an autograder for automated evaluation. Generate certificates for course completion.
Executive-Ready Outputs
Reports and dashboards present findings in ROI terms—perfect for board presentations and budget justification.
Technical Details
- Backend: Python 3.9+ with FastAPI and Pydantic
- API: RESTful with automatic OpenAPI docs at /docs
- Deployment: Docker and Docker Compose included
- Dashboard: Static HTML at web/dashboard.html
- Data: Synthetic labeled CSV dataset
- Dependencies: fastapi, pydantic, uvicorn, requests
What’s in the Box
TallySec/
├── tallysec/ # Core Python package (scanner, CLI, reports)
├── fastapi_service/ # API microservice
├── labs/ # 5 labs with student + instructor versions
├── training_kit_v1/ # Quizzes, exam, certificates, rubric
├── data/ # Synthetic datasets
├── web/ # Static dashboard
├── docs/ # Quickstart, Syllabus, FAQ
├── sales/ # One-pager, listing materials
├── press_kit/ # Boilerplate, press release
└── legal/ # EULA, sale agreement
FAQ
Is this for production security scanning? No. TallySec is a training/demo bundle with synthetic data. It teaches concepts, not production threat detection.
Can I rebrand this for my organization? Yes. The Do-No-Evil EULA allows white-labeling. Brand assets and customization guides are included.
What’s the technical skill level required? Labs progress from beginner to intermediate. Basic Python and API knowledge is helpful but not required.
Is support included? Yes. Each purchase includes a limited support window (30–90 days) for setup questions and guidance. Everything needed is included in the repo with full documentation.
What’s the acquisition process? Review the materials, run the demos, and contact us for pricing. Exclusive sale agreement and IP assignment documents are included and ready.
Available Now
Ready to purchase and deploy
Key Capabilities
- Deterministic URL risk scoring engine with AI-powered insights
- Synthetic labeled dataset for training and demos
- 5 complete labs with student guides and instructor keys
- FastAPI microservice with Docker/Compose deployment
- Static dashboard for visualization
- Quiz bank with autograder for assessments
What's Included
- → Full source code (Python backend with FastAPI)
- → Synthetic dataset (urls_synthetic_labeled.csv)
- → 5 labs (student + instructor answer keys)
- → Docker and Docker Compose configuration
- → Static web dashboard
- → Documentation: Quickstart, Instructor Guide, Syllabus, Rubric, FAQ
- → Sales materials: One-pager, Press kit, Listing copy
- → Legal: Exclusive Sale Agreement (No-Support), Do-No-Evil EULA
- → Brand assets: Wordmark, icons, palette, brand guide
- → Complete IP transfer ready
Who It's For
- • Training organizations teaching security
- • Enterprises building internal security education programs
- • Consultants delivering security workshops
- • Universities and bootcamps with security curricula
Frequently Asked Questions
What license do I get?
You receive a perpetual license with full rights to modify, deploy, and build upon the codebase. You can use it for internal tools, client projects, or SaaS products.
Is support included?
Yes, each purchase includes a support period (30-90 days depending on the product) where we answer questions and help with initial setup.
Can I see a demo first?
Absolutely. Contact us to schedule a demo and see the codebase in action before purchasing.
What if I need customization?
We can customize the codebase to your specific needs for an additional fee. Contact us to discuss your requirements.