← AI Infrastructure
🤝
Multi-agent Orchestration
We build multi-agent systems where specialized agents collaborate for complex tasks. Research agent + writer agent + reviewer agent — all with structured handoffs and state management.
— CAPABILITIES
What we deliver technically.
🎯
Specialized Agents
Each agent has a focused skill set + dedicated tools
🔄
Structured Handoffs
Complete state management between agents
🛠
Tool Calling
Agents can call APIs, calculate, query DB
📊
Observability
Trace each agent's decision + cost + latency
Tech stack
CrewAILangGraphOpenAIAnthropic ClaudePython FastAPIPostgreSQL
— USE CASES
How we deliver this in practice.
Sales Research Pipeline
Lead enrichment → message personalization → outreach (multi-step automation)
Customer Support L1+L2
Triage agent → specialist agent → escalation with full context
— PACKAGE
Standard package.
Multi-agent System
System with 3-5 agents with orchestration
from €8,000
- ✓3-5 specialized agents
- ✓CrewAI or LangGraph backbone
- ✓Tool calling integrations
- ✓Observability + tracing
- ✓3 months maintenance
— FAQ
Frequently asked questions.
How much does it cost to run?+
LLM calls: $5-50/day typically for multi-agent. Plus hosting €30-100/month.
Is it different from a single LLM call?+
Yes, each agent has its own prompt + context + specific tools. Results are 30-60% better on complex tasks.
Open-source or cloud?+
Self-hosted recommended for control + predictable cost. Cloud OK for prototypes.
Let's discuss your project.
Free discovery call + estimate within 24h.
Relevant case studies