01
Blockchain
Designing the protocols, incentives, and infrastructure behind open digital systems.
- Smart contracts & decentralized applications
- DeFi, token engineering & governance
- Protocol design & blockchain infrastructure
R&D STUDIO
RevolutionizingDigital Interactions
Celystik Labs is a research and development studio specializing in cutting-edge open-source solutions in the Blockchain, AI, and Security domains. Our mission is to transform how users engage with emerging technologies.
- Research Projects
- 8+
- Partner Ecosystems
- 5+
- Open Source Tools
- 12+
OUR RESEARCH FOUNDATION
01 / Core expertise
Three disciplines.
A shared foundation.
Our work sits at the intersection of Blockchain, AI, and Security. We connect research with engineering to build systems that are useful, understandable, and worthy of trust.
02
Artificial Intelligence
Turning models and knowledge into useful applications, agents, and research tools.
- LLMs, retrieval & intelligent agents
- Machine learning & reinforcement learning
- AI integration & model evaluation
03
Security & Cryptography
Examining the assumptions that systems rely on—and engineering stronger foundations for trust.
- Smart-contract & protocol security
- Encryption & cryptographic protocols
- Threat modeling & formal verification
02 / Engineering trust
Intelligence is powerful.
Trust needs evidence.
From smart contracts to AI applications, security starts with understanding what a system must protect. We bring vulnerability research, cryptographic reasoning, and formal methods into that conversation.
Talk to us about securitySECURITY THROUGH THE SYSTEM
Protocols & applications
Understand permissions, trust boundaries, and the ways a system can fail.
Cryptography & encryption
Examine the mechanisms that protect data, identity, and communications.
Verification & assurance
Use explicit specifications, testing, and formal reasoning to examine critical properties.
03 / Products in practice
Research becomes useful
when people can use it.
Explore our work in decentralized collaboration, AI applications, and specialist research tools.
View all products & frameworksOpen innovation platform
CelystikHub
An open innovation marketplace connecting decentralized collaboration, tokenized ownership, and contribution incentives.
Explore platformAI productivity application
Timelyzer
AI-assisted scheduling and notes that connect information, context, and the next useful action.
Explore applicationResearch assistant
TokenGPT
A specialized assistant for blockchain research and token engineering, combining retrieval-augmented generation with tool calling.
View repositoryCelystikHub
Trustless Open Innovation Marketplace
Building next generation of scalable and sustainable open innovation infrastructure which is decentralized, incentive-aligned, and truly open.
🔗
Trustless Collaboration
Advanced task management mechanisms that enable trustless collaboration between participants, ensuring transparency and accountability throughout the innovation process.
🪙
Innovation Tokenization
Fractional ownership distribution through Innovation Units (IUs), allowing contributors to own a stake in the projects they help build and fostering long-term alignment.
⚡
Proof-of-Impact
Autonomous self-sustainable incentive mechanisms that reward genuine impact and contributions, creating a thriving ecosystem where value creation is properly recognized and rewarded.
Timelyzer
Your AI-Powered Calendar Assistant
Proactive Scheduling + Smart Notes = Intelligent Calendar. Your AI-enhanced calendar and notes app that connects your thoughts to your schedule. Get personalized recommendations, automatic event creation, and chat with your AI assistant inside every event and note.
📅
Intelligent Calendar Dashboard
Advanced calendar that fetches from Google Calendar and enhances events with AI-powered recommendations, gift ideas, restaurant suggestions, and more.
📝
Smart Notes & AI Assistant
Capture thoughts naturally. Your notes are automatically processed and linked to events. Chat with your AI assistant inside any event or note for preparation, research, and planning.
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Proactive Scheduling
Automatically schedule events from your notes. Mention "Grand Prix next month" and Timelyzer finds schedules, timings, and ticket availability. Get personalized suggestions days before events.
Live Preview
04 / Applied research directions
Beyond the screen.
Into connected systems.
Edge AI, robotics, and defence research extend our core disciplines into physical environments. The focus remains intelligent software, secure communications, and system assurance.
Edge AI & embedded intelligence
On-device inference and model optimization for applications constrained by latency, power, and connectivity.
Robotics & multi-agent systems
Research into aerial and robotic platforms, coordinated drone swarms, and human-supervised autonomy in simulated and controlled environments.
Defence & situational awareness
Research directions in LLM-assisted analysis of sensor data, surveillance information, and operational context to support human decision-making.
Secure physical systems
Circuit design, RF, networking, GPS, and encrypted communications connecting intelligent software with sensing and embedded hardware.
Research interests supported by expertise in edge AI, circuit design, telecom, and security. Meet the team
05 / Innovation zones
The problems
we are drawn to.
From decentralized economies to secure AI applications, we explore the intersections where research can make a practical difference.
DeFi & token engineering
Mechanism design, liquidity research, and economic modeling for decentralized protocols.
Decentralized infrastructure
DePIN, governance, real-world asset tokenization, and open collaboration systems.
AI agents & knowledge systems
Language models, retrieval, tool use, and workflows grounded in useful context.
Protocol & application security
Smart-contract analysis, vulnerability research, and system-level threat modeling.
Cryptography & formal methods
Encryption, protocol assumptions, and reasoning about critical system properties.
Secure enterprise integration
Connecting AI and blockchain to existing applications with clear data and trust boundaries.
06 / From the lab
Ideas worth
working through.
Published explorations of AI, token engineering, and decentralized systems.
Browse all researchResearch articleResearch articleResearch article
Intelligent Liquidity Provisioning Framework
A comprehensive reinforcement learning approach to optimize liquidity provisioning on Uniswap V3 pools. This research explores how machine learning can enhance DeFi strategies.
ChatGPT vs TokenGPT — A Specialized Knowledge Assistant
A comparative analysis between general-purpose AI and domain-specific AI for token engineering. The article explores how specialized models can provide more targeted assistance.
From Tribes to DAOs — The Next Frontier in Social Governance
This article examines the evolution of governance systems from traditional tribal structures to Decentralized Autonomous Organizations (DAOs) and their impact on social coordination.
Specialist minds. Shared curiosity.
Security researchers, AI engineers, and hardware specialists working across disciplines.
A closer look
Good questions.
Clear answers.
A little more about our focus and how we work.
What is Celystik Labs focused on?
Our core focus is Blockchain, AI, and Security & Cryptography. We bring these disciplines together through applied research, software engineering, and security analysis. Edge AI, electronics, and robotics extend that work into connected physical systems.
How do blockchain, AI, and security work together?
Blockchain provides shared state and programmable coordination; AI helps interpret information and automate workflows; security examines the assumptions, permissions, and failure modes across both. The right architecture depends on the problem—each technology needs a clear purpose.
Where do robotics and defence research fit?
They are supporting areas of applied research: edge intelligence, aerial and robotic platforms, multi-agent systems, sensor-data understanding, and secure communications. Our emphasis is on system assurance and human-supervised decision support.
How does a collaboration begin?
Start with the problem, your current system, and the outcome you want to explore. We can discuss the relevant research, engineering, or security expertise and agree on a focused scope. You can contact the team directly by email.