Architecture and governance
services for AI agents
We know which patterns fail, which scale and which survive real production. That's why we design each agent with solid architecture from the start. No shortcuts. No improvisation.
We design before we build. Always.
Most AI projects fail because they're implemented without solid architecture. At Archgents, consulting and solution design are not an optional stage — they are the core of everything we do.
Before writing a line of code, we understand your business, your systems and your objectives. We define the right pattern, the right protocol and the governance model that will ensure your agents work in production, not just in the pilot.
Understand the business first
Your use cases, priorities and existing systems. Technology comes later.
Architecture before code
Patterns, protocols and governance model defined and validated with you before implementation.
Implementation with engineering standards
Quality, testing and long-term maintainability. Not just working today.
Continuous evolution
Your agents are not a project, they are an organizational capability. We help them grow.
Our consulting services.
Four areas that cover the complete lifecycle of your AI agents.
Strategic consulting →
We define the AI agent adoption roadmap for your organization. We prioritize use cases, evaluate digital maturity and design the strategy that maximizes ROI.
- • AI and data maturity diagnosis
- • Use case prioritization by impact and feasibility
- • Roadmap with phases and estimated investment
- • Model and technology selection for your ecosystem
Agentic architecture design →
The heart of Archgents. We design the architecture with the right patterns — RAG, Memory, Multi-Agent — and industry protocols that guarantee interoperability and scalability.
- • Solution design based on use case and priorities
- • Patterns: RAG, Memory, Multi-Agent, Orchestration, Others
- • Industry protocols: MCP, A2A, AP2
- • Governance, security and traceability model
Implementation and deployment →
We develop agents with top-tier open-source technology. We deploy in your environment — on premise or cloud — with engineering practices that guarantee quality and efficiency.
- • Development with Google ADK, LangChain, CrewAI, Strands
- • Deployment on AWS, GCP, Azure and on-premise
- • System integration
- • Testing, documentation and knowledge transfer
Monitoring, governance and evolution →
Your agents in production need observability, governance and continuous improvement. We implement the capabilities so your team has full control and your agents evolve.
- • On-premise or cloud observability
- • Performance dashboards and proactive alerts
- • Model governance: auditing and version control
- • Continuous improvement and fine-tuning cycles
This is what an Archgents project looks like
We understand your use cases, systems and digital maturity.
Patterns, protocols and governance model. Validated with you before implementation.
Development sprints. Your team participates and learns in the process.
Continuous monitoring, periodic improvements and priority technical support.
Contract models
We adapt to your needs and maturity level.
Point consulting
For organizations that prefer a clear strategic vision before moving towards implementation.
- Discovery sessions with key teams
- Diagnosis and maturity report
- Recommended architecture blueprint
- Roadmap with estimated investment
End-to-end project
An end-to-end model that takes your agents from definition to production operation, with design, implementation and knowledge transfer.
- Everything from point consulting
- Complete development and implementation
- Integration with your current systems
- Deployment in your environment
- Documentation and team training
Support and evolution
For organizations with agents in production that want governance, performance and continuous improvement.
- Continuous monitoring and observability
- Monthly performance report
- Periodic improvements and adjustments
- Priority technical support
Is your team ready to build
agents that work in production?
Schedule a free diagnosis call with one of our senior architects. No sales pitch, just context.