We identify a real problem
A classroom need, repetitive task, infrastructure risk, or developer obstacle becomes a focused experiment.
Unays LLC / Research and build
Unays Labs
This is where Unays tests useful technology before it becomes a finished product. Each project explains the problem it addresses, who it is for, what works today, and how mature it is.
LAB SYSTEMSONLINE
- Open source
- Infrastructure
- Applied AI
Start here
A laboratory, not a list of promises
Labs gives smaller ideas a place to be tested in public. A project may become a full Unays product, remain an open-source utility, or be retired when the experiment has answered its question.
We build a usable prototype
The project receives a small, testable feature set. Private data and client systems are kept outside the public lab.
We publish its maturity
Every card distinguishes a live tool from research or early development, so you know what to expect before opening it.
We learn and decide
Useful experiments can move into the product directory. Others remain examples, documentation, or archived research.
Status guide Active: available to use In development: being built Research: testing an idea Experimental: may change
Portfolio
Projects in the lab
Focused experiments with clear ownership, purpose, and maturity.
Infrastructure
UnaysNET
A protected network operations dashboard that helps administrators understand system health without exposing private telemetry.
- For
- IT teams and administrators
- Available today
- Status overview, authorized agent data, security tools
Applied AI
AI Tools
Focused AI helpers for understanding uploaded documents, organizing questions, and accelerating practical work.
- For
- Students, professionals, and teams
- Available today
- Chat modes, file analysis, projects, education access
Learning research
Education Studio
Tests better ways to combine lessons, practice, progress, books, and creative tools in one learning experience.
- For
- Students, teachers, and families
- Available today
- Subject learning, coding workspace, teacher tools
Automation
Server Utilities
Small operational tools that check service availability and turn technical health information into readable summaries.
- For
- Operators and support teams
- Available today
- Public service health and incident-ready identifiers
Platform
Unays APIs
Documented interfaces that let approved software communicate with Unays services in a predictable, versioned way.
- For
- Developers and integration teams
- Available today
- API keys, examples, platform and education endpoints
Research
Automation Experiments
Explores AI-assisted workflows where a person reviews important decisions before any meaningful action occurs.
- For
- Builders studying responsible automation
- Available today
- Selected source examples and implementation notes
Free local tools
Unays Lab Toolkit
Useful checks for developers, students, and technical teams. Processing happens inside your browser; pasted JSON and selected files are not uploaded to Unays.
JSON validator
Find syntax errors, format readable JSON, or create a compact version for an API request.
SHA-256 file checksum
Create a fingerprint used to confirm that a downloaded or transferred file has not changed.
Request ID generator
Create an identifier for bug reports, support requests, test runs, and project notes.
Privacy: these utilities run with standard browser APIs. The toolkit does not transmit your JSON contents, selected file, or generated checksum.
Open source
Build in public, selectively
Unays Labs publishes selected tools, examples, and documentation that help the community evaluate and reuse real engineering work. Product systems and private customer data remain private.
github.com/unaysllc-hub