Enterprise AI Agent Architecture
Design of model-agnostic agent systems with context, tools, memory, evaluation, safety and human control built in from the start.
Enterprise AI agent architecture partner based in Spain
LLM-Agnostic AI Agent Architectures for Real Business Operations
After more than 16 years building production software, Kometasoft is evolving its engineering services toward enterprise AI agents, automation platforms and model-agnostic architectures that integrate safely with real systems.
Production systems
Spain / International
Enterprise AI
Agent Architecture
Models
LLM-Agnostic
Tools
APIs
Memory
Context
Safety
Evaluation
About Kometasoft
From traditional software delivery to enterprise AI systems.
Kometasoft is a software engineering company based in Spain with more than 16 years of experience designing, building and maintaining production systems for companies across different industries.
That experience is now being extended into a new generation of services: enterprise AI agent architectures, intelligent automation and LLM-agnostic platforms that can connect to the model, cloud or local infrastructure that best fits each client.
We do not position ourselves around a single AI vendor. We focus on the principles that make agent systems useful in business: context, tools, memory, evaluation, security, observability and integration with existing workflows.
For Long-Term Clients
AI isn't replacing software. It's turning software from a passive tool into an active collaborator that can understand goals, make decisions, and take action.
AI agents are transforming software from passive tools into systems that can reason, make decisions and complete business tasks. Kometasoft builds AI-powered software, AI automation services and custom enterprise solutions that integrate with existing systems.
For years, companies came to Kometasoft when they needed software: a platform, an internal tool, an integration, a dashboard or an automated process.
That work is still essential. What is changing is what software can now do. Instead of only showing information or waiting for a user to press buttons, modern systems can include AI agents that understand context, use tools, connect to APIs, follow business rules and help execute real tasks.
In practical terms, this means moving from applications that only store and display data to systems that can assist teams, prepare work, detect issues, trigger workflows and reduce repetitive operations under human control.
What We Do
Software engineering and AI agent architecture for companies that need systems, not experiments.
AI Workflow Automation
Automation of operational processes using LLMs, APIs, business rules, data pipelines and controlled execution flows.
Custom Software Development
Web platforms, internal tools and backend systems built for long-term maintainability, performance and business fit.
LLM & Model Integration
Integration with OpenAI, Anthropic, open-source models or private/local deployments depending on privacy, cost and performance needs.
API & Third-party Integrations
Reliable connectors with CRMs, ERPs, marketplaces, payment systems, messaging platforms and internal databases.
Cloud Infrastructure & DevOps
Deployment, observability, CI/CD, containers and cloud architecture for production environments.
SaaS Product Development
End-to-end product engineering for platforms that need authentication, billing, dashboards, permissions and integrations.
QA, Evaluation & Test Automation
Automated testing and AI evaluation workflows to reduce regressions and measure agent quality over time.
Software Modernization
Evolution of legacy systems into modern architectures without losing operational continuity.
Projects We Help Build
Robust, scalable and mission-critical software.
We work with companies that need robust, scalable and mission-critical software. These are some of the projects and platforms where our team contributes with engineering, integrations, architecture, automation and continuous product evolution.
Tipstat App
Telegram-based AI platform for real-time data analysis and automated information delivery. Our team designed and developed the complete technology stack, including AI-powered data analysis, automated processing, statistical models, real-time pipelines, Telegram bot infrastructure, high-performance backend services, cloud architecture, API integrations, workflow automation and analytics dashboards.
t.me/TipstatAppBot
GlampingHub
International marketplace for outdoor accommodations and unique stays. Our work includes booking workflows, PMS integrations, OTA integrations, marketplace infrastructure, cloud architecture, performance optimization and large-scale API integrations.
glampinghub.com
SNP - Series Nacionales de Pádel
Digital ecosystem for one of the largest amateur padel competitions. Kometasoft develops and maintains the full platform, including championship management, player and club tools, dashboards, administration systems, results, rankings and operational workflows.
seriesnacionalesdepadel.com
Tempos Energía
Technology solutions for the energy sector. Our work focuses on custom software, process optimization, internal tools and business-oriented digital platforms.
temposenergia.esAI Agent Architecture
Model-agnostic AI systems designed for enterprise workflows.
Artificial Intelligence is becoming a core part of how companies operate, but useful AI agents are not just prompts. They require architecture: context management, tool access, memory, permissions, evaluation, monitoring and security.
Kometasoft builds LLM-agnostic agent systems. We can work with OpenAI, Anthropic, Huawei, open-source models or private deployments depending on each client's requirements for privacy, cost, latency and control.
Our goal is to create intelligent digital teams that work alongside human professionals, reducing repetitive work and improving execution speed without compromising quality or governance.
AI AgentsLLM-Agnostic ArchitectureContext EngineeringTool UseMemoryEvaluationSecurityMCP IntegrationsBusiness Process Automation
Technology Stack
Production-ready technologies selected for each business case.
We do not lock clients into a single vendor or model. We choose the stack according to privacy, scalability, integration complexity and long-term maintainability.
PythonPHPJavaScriptTypeScriptReactNode.jsFlutterMySQLPostgreSQLRedisElasticsearchDockerAWSCI/CDREST APIsWebhooksOpenAIAnthropicOpen-source LLMsMCPAI AgentsObservability
Why Kometasoft
Why companies choose us for AI and software architecture.
- Production experience
More than 16 years building and maintaining real business software, not just prototypes.
- LLM-agnostic approach
Architectures that can use the best model for each client instead of depending on one provider.
- Integration depth
Experience connecting APIs, databases, CRMs, marketplaces, messaging platforms and internal systems.
- Business understanding
We design systems around operational value, not around technology trends.
- Security and control
AI systems with permissions, evaluation, auditability and human oversight where needed.
- Long-term partnership
We build, operate and evolve platforms with clients over time.
Founders
Experienced software leaders behind Kometasoft.
Kometasoft is led by founders with long-term experience building business-critical platforms, integrations and production software for real companies.
CEO & Co-founder
Agustín Embuena Majúa
Leading Kometasoft's evolution from traditional software engineering into enterprise AI agent architectures, automation and model-agnostic systems.
LinkedIn profile
Co-founder & Technology Lead
Rafael Fernández Burgos
Software architect focused on production platforms, integrations, backend systems and long-term technical reliability.
LinkedIn profileCredentials
Operational discipline behind modern software and AI delivery.
Certifications do not define the company, but they reflect the way we approach quality, information security, environmental responsibility and long-term operational discipline.
Certified ISO 9001
Quality management practices focused on improving services, delivery processes and customer satisfaction.
Certified ISO 27001
Information security management practices designed to protect confidentiality, integrity and availability of data and systems.
Certified ISO 14001
Environmental management practices that support responsible operations and continuous improvement.