We design the architecture of your AI agents
before writing a single line of code.
Launching an AI agent is easy. Building it correctly — with architecture, governance and scalability from the first sprint — is what we do at Archgents. So your teams don't have to start over in six months.
No commitment · 30 minutes · With a senior architect
Experience of our consultants in IT Architecture projects
Banking, Retail, Services, Transport, Manufacturing, others
In Latin America
IT Architecture and Training
The problem we solve
Most AI projects fail in production, not in the pilot
Agents that fail with volume
They work in demos but collapse when facing real users and production data.
Teams without agentic methodology
Software experts but without experience in autonomous agent patterns.
Technical debt from day one
Improvised architectures that limit the evolution and scalability of the system.
No real observability
Impossible to understand why an agent made a decision or where the process failed.
Our methodology
A structured process to build agents that work in production
Diagnosis
We understand your use cases, existing systems and digital maturity level. We identify where agents can generate the greatest impact.
Architecture design
We define agent patterns, communication protocols and governance model. Architecture that scales from the start.
Implementation
We develop with open-source technology, integrating with your existing systems. Clean, documented and transferable code.
Monitoring and evolution
Continuous observability of agents in production. Metrics, alerts and evolution based on real data.
Architecture first. Always.
Other teams do development. We do agentic architecture. The difference is in every solution we deliver.
Design patterns
RAG, Memory, Multi-Agent — the right pattern for your use case, not the trendy one.
Industry protocols: MCP, A2A, AP2
Real interoperability between agents. No vendor lock-in. Compatible with your ecosystem.
Governance and monitoring
Traceability, auditing and control in production. Not as an afterthought.
100% vendor neutral
Google ADK, LangChain, CrewAI, Strands. You choose the stack. We master it.
Sectors we transform
Experience in industries where AI generates real impact
Financial services
Automation of regulated processes, intelligent fraud detection and 24/7 customer service.
Retail and consumer
Recommendation systems, omnichannel service and AI-powered inventory optimization.
Manufacturing and logistics
Predictive operational monitoring, process automation and supply chain optimization.
Healthcare
Automated triage, intelligent appointment management and clinical support with specialized agents.
Schedule a free diagnosis call
With one of our senior architects. No sales pitch, just context.
Or contact us directly