Kumanday Software - Inteligencia Artificial Aplicada

We empower businesses with cutting-edge artificial intelligence and technological solutions that drive exceptional results

Visualizaci贸n de datos y redes neuronales - Kumanday Intelligence

Our Mission & Vision

Kumanday Intelligence - Misi贸n y Visi贸n en Inteligencia Artificial

Our Mission

Drive progress through applied AI solutions that generate positive and measurable impact on organizations and the community.

Our Vision

To be leaders in the development and innovative application of artificial intelligence, fostering a future where technology and humanity collaborate to solve the most complex challenges.

Work Areas

Our main focus is Artificial Intelligence, leveraging its power to extract valuable insights and make informed decisions. Our team of experts combines advanced data analysis techniques, machine learning and generative AI to solve complex problems.

Artificial Intelligence & Data Science

We harness the power of artificial intelligence and data science to extract valuable insights and make informed decisions.

Generative AI
We are at the forefront of understanding, developing and applying generative AI tools, both for interactive and programmatic use, delivering innovative and transformative results.
Data Science
Our team performs advanced statistical analysis, exploring large volumes of data in a methodical and rigorous way. We use data mining and predictive modeling techniques to obtain valuable insights.
Data Engineering
We design and implement robust solutions for ingestion, transformation, processing and analysis of large-scale data, optimized for high performance and scalability.
Machine Learning
We apply extensive experience in natural language processing (NLP), predictive models and classification algorithms to solve complex problems and obtain actionable insights.

Research & Development

Discover our research initiatives in key AI domains, where we explore the frontiers of technology and develop innovative solutions.

In Progress
Agent Systems
Autonomous Coding Agents
Researching interactive or headless parallel execution of coding agents for large-scale software development, focusing on reasoning, code quality, performance, and LLM flexibility.
In Progress
Agent Systems
Multi-Agent System Coordination
Exploring open protocols for AI interoperability (A2A, MCP, OVON) to enable seamless collaboration between agents.
Hallazgos Clave:
  • Interoperability requires standardized protocols for agent-to-agent communication (A2A, OVON) and agent-to-data/tools access (MCP).
  • A2A provides a framework for overall agent coordination, discovery (Agent Cards), and secure communication.
  • OVON focuses on interoperability using a 'Conversation Envelope' and dialogue events to manage handoffs and context.
  • +2 hallazgos adicionales...
In Progress
Agent Systems
Multi-Agent System Benchmarks
Evaluating human-agent collaboration fluency, response latency, and task success across different multi-agent configurations.
Hallazgos Clave:
  • Current benchmarks show gaps in evaluating multi-agent coordination, integration of interoperability standards, and cost.
  • A critical distinction is needed between demonstrating agent capability and ensuring operational reliability.
  • A proposed Dual-Layer Evaluation Framework separates individual agent metrics from system-level coordination assessment.
In Progress
Agent Systems
Agentic Automation
Evaluating AI agents that handle desktop tasks and OS-level workflows for seamless user assistance.

Projects and research

Working tool
Engineering Behavior Observatory
Captures AI engineering-agent trajectories and workspace outcomes for evidence-grounded evaluation and comparison.
TypeScript
Node.js
OpenTelemetry
Working tool
OpenSymphony
Coordinates coding agents through Linear issues, isolated workspaces, dependency scheduling and human review.
Rust
Linear
OpenHands
ACP
Working tool
media-tooling
Turns source media into transcripts, subtitles, planning artifacts, rough cuts, narration and verified renders.
Python
FFmpeg
HyperFrames
Working tool
TTV Pipeline
Plans and generates video segments through keyframe and chaining workflows, with approved generation records for editorial handoff.
Python
FFmpeg
Redis
RQ

Agentic Horizons Podcast

Enjoy Agentic Horizons, our podcast series about artificial intelligence, technology, and autonomous agents.

Agentic Horizons Podcast Banner

Internship Program

Join our team and gain invaluable experience in the field of artificial intelligence and software development. Learn from professionals with years of experience while working on innovative projects.

Strategic Collaborations

We collaborate with educational institutions and technology companies to strengthen our internship program.

Partnership with Trilogy

Our partnership with Trilogy allows us to offer structured programs with proven talent development methodologies.

  • Specific skill development programs.
  • Mentorships with industry professionals.
  • Internationally recognized certifications.
Partner Universities

We maintain active collaborations with universities in Colombia and Latin America to facilitate student incorporation into our program.

  • Academic credit validation.
  • Thesis projects in real environments.
  • Seminars and technology update workshops.

Events & Workshops

Stay up to date with our upcoming events, presentations and participation opportunities. Connect with the AI community and participate in unique learning experiences.

Talk
Upcoming

馃殌 Fifth AI Tinkerers Manizales Meetup! 馃

June 25, 2025

Are you passionate about artificial intelligence and technology? Join AI Tinkerers Manizales, a unique space for AI creators and professionals who want to learn, share and build the future.

Masterclass
Upcoming

Masterclass: Multi-Agent Architecture for Deep Research and Generalist Agents

Tuesday, July 22, 6:00 p.m. (Colombia time)

Multi-Agent Architecture for Deep Research and Generalist Agents Explore the design and construction of multi-agent systems with intelligent planning, hierarchical topic decomposition, parallel orchestration of specialized agents and advanced context management. Discover how they evolve into generalist agents that integrate exhaustive research, web navigation and computer control, generating iterative living knowledge bases.

Want to stay informed about our upcoming events?

Clients and Sectors

We operate in Colombia, Panama and the United States, serving a wide spectrum of companies in different industries and sectors.

Companies we have worked with

PayPal logo
Cisco logo
eBay logo
Yahoo logo
Nokia logo
McKesson logo
SSSS logo
Velolegal logo
Safekeeping logo
IHME logo

Sectors we serve

Health
Finance
Construction
Tourism
Legal
Education

Our Team

We lead with experience in software and data, staying at the forefront of innovation in Artificial Intelligence.

Leonardo Gonz谩lez

Leonardo Gonz谩lez

Founder & CTO

Leonardo Gonz谩lez has over two decades of experience with leadership in the IT industry. His specialties are software engineering and architecture, engineering management, and data science. He enjoys working with knowledge management and predictive modeling.

Leonardo has founded a consulting agency where he has led teams executing multimillion-dollar projects. He has held several CTO consultant positions with startups, and has held leadership roles at Fortune 500 companies as architect and/or technical lead in charge of recruiting, training, and managing engineers.

Ready to Innovate with AI?

Contact us to explore how we can help you implement artificial intelligence solutions or join our team to build the future.