Agentic Research Laboratory
Advanced research in autonomous AI systems, enterprise consulting, and strategic technology investments
Stealth Startup - Agentic Research
Cutting-edge stealth startup developing revolutionary agentic technologies

Revolutionary AI Agent Technologies
Our stealth research program combines cutting-edge techniques in genetic programming, multi-agent systems, and reinforcement learning to create the next generation of autonomous AI agents.

Evolutionary AI
Computational evolution for agent behavior optimization

Coordination Systems
Distributed intelligence and agent collaboration

Deep RL
Advanced reinforcement learning for autonomous systems
Product Development & Consulting
Production-ready platforms and strategic consulting services

coagente
AI consulting firm specializing in enterprise transformation through autonomous agent systems and strategic implementation.
Visit coagente.com →
suy.ai
Human-agentic collaboration platform enabling seamless interaction between people and AI agents for enhanced productivity.
Explore suy.ai →
ple.ad
Intelligent legal agent providing automated legal research, document analysis, and case preparation through advanced AI.
Discover ple.ad →Enterprise Consulting Services
Agentic AI Strategy
Strategic roadmaps for autonomous AI implementation
Technical Architecture
Multi-agent systems design and custom development
Custom Solutions
Industry-specific AI solutions with full support
Training & Support
Comprehensive training and ongoing optimization
Agentic Venture
Contributing specialized AI agents as equity investment in high-potential startups

Agent-as-Equity Model
We invest by developing and deploying custom AI agents tailored to each startup's needs, providing immediate operational value while taking equity positions in exchange for our agent technology.
Agent Contributions
- Custom AI agents for core business processes
- Autonomous workflow automation systems
- Multi-agent architectures for scaling operations
- Specialized SLMs for domain-specific expertise
- Ongoing agent optimization and technical support

Nuevo León AI (nuevoleon.ai)
Our flagship investment: Contributing advanced agent systems to transform Nuevo León into Mexico's premier AI hub through strategic ecosystem development and automation.
Visit Nuevo León AI →Agents Deployed
- Talent matching & recruitment automation agents
- Government process optimization agents
- Startup acceleration assistant agents
- Industry collaboration facilitator agents
- International partnership coordinator agents

Investment Criteria
We seek startups where our agent technology can create 10x value: high-growth potential, clear AI integration opportunities, and visionary founding teams.

Compounding Value
Our agents become integral to portfolio companies' operations, creating exponential value as the startup scales and our equity position appreciates alongside operational improvements.
Organization
A collective of researchers and builders shaping the future of autonomous intelligence
Telorum brings together a unique convergence of perspectives—from academic research labs to corporate boardrooms, from startup garages to global enterprises. Our team comprises individuals who have contributed to fundamental advances in artificial intelligence while simultaneously building and scaling technology companies that serve millions.
Our Collective DNA
We are researchers who publish in top-tier conferences and serve as IEEE Senior Members, contributing to the standards that shape our industry. We are former executives who have navigated companies through hypergrowth, IPOs, and transformative acquisitions. We are engineers who have architected systems processing billions of transactions and entrepreneurs who have built products from concept to global scale.
This diversity is intentional. Complex problems require multiple lenses—the theoretical rigor of academia, the pragmatism of enterprise, the velocity of startups, and the discipline of research institutions. Our members have earned advanced degrees from leading universities, hold patents in core AI technologies, and maintain active collaborations with research labs worldwide.
What unites us is not our credentials, but our shared conviction that autonomous AI represents humanity's next evolutionary tool. We've chosen to work in stealth not out of secrecy, but from a desire to focus deeply on problems that matter without the noise of public markets or media cycles.
Research Excellence
Our team includes published researchers and IEEE Senior Members advancing the theoretical foundations of AI through genetic programming, multi-agent architectures, and reinforcement learning paradigms.
Enterprise Leadership
Decades of combined experience as C-suite executives and board members, having led digital transformations at Fortune 500 companies and scaled technology organizations across continents.
Startup Velocity
Multiple ventures launched, scaled, and successfully exited. We bring the urgency of founders who have navigated from zero to one, and from one to N, multiple times over.
Global Perspective
Operating across four strategic hubs, our distributed model ensures we capture diverse insights while maintaining deep local expertise in each market we serve.
Our Philosophy
We believe the most profound technologies appear simple in retrospect. Our work focuses on creating AI systems that feel inevitable once deployed—solutions so well-architected that their complexity becomes invisible to users.
Every member of our team has chosen impact over recognition, substance over visibility. We measure success not by valuations or publications alone, but by the transformative potential of our contributions to human-AI collaboration.
Contact
Discuss research collaboration, enterprise consulting, or investment opportunities
Direct Communication
Contact information available
Focus Areas
- Autonomous AI System Research
- Enterprise Implementation Strategy
- Technology Development Partnerships
- Strategic Investment Opportunities
- Multi-Agent System Architecture
Explore collaboration opportunities in autonomous AI research and development