How Multi-Agent
Orchestration Works
Each node is an agent. Each arrow is a call. This is how production AI runs.
Most enterprise AI starts as a single model: one prompt in, one answer out. Production systems do not stay that way.
Specialist agents coordinate on complex work. An orchestrator routes tasks to the right agent. Each agent uses the right model for the job. Smaller models handle routine steps. Stronger models handle reasoning. Humans stay in the loop when judgment is required.
Full transparency. Graceful recovery. Agents that collaborate, escalate, and improve through feedback.
These are the exact architectures we deploy for clients. 8 to 12 weeks to working software on your infrastructure.
Why this matters
This is how AI scales. Think big, start small. Prove value fast. Scale what works.
Rules agents handle rules. Analysis agents handle analysis. No single model pretending to be everything.
Full audit trail from input to output. See which agent made which call and why.
One agent fails, others continue. Automatic retry, fallback, and exception handling built in.
95% flows through automatically. Your team reviews the 5% that actually needs judgment.
This is how AI scales. Think big, start small. Prove value fast. Scale what works.
Rules agents handle rules. Analysis agents handle analysis. No single model pretending to be everything.
Full audit trail from input to output. See which agent made which call and why.
One agent fails, others continue. Automatic retry, fallback, and exception handling built in.
95% flows through automatically. Your team reviews the 5% that actually needs judgment.
Multi-Agent Orchestration in Action
Pick an industry. Choose a scenario. Hit Run. Watch agents coordinate in real time: route, decide, escalate.
These are the exact architectures we deploy for clients.
Synthetic data for privacy. Architecture identical to live client deployments.
How the architecture works
Each component handles a specific responsibility. Together, they create production-grade AI.
Modular. Auditable. Built to scale.
How the architecture works
Each component handles a specific responsibility. Together, they create production-grade AI.
Modular. Auditable. Built to scale.
FAQs
Everything you need to know about how Agentic AI works.
Specialist AI agents coordinating on complex tasks. An orchestrator routes work, each agent handles its domain, humans supervise exceptions.
Single models try to do everything. Multi-agent systems use specialists. Each agent handles what it is good at. Full audit trail, graceful recovery, smart escalation.
Yes. Pick an industry above, choose a scenario, watch agents coordinate in real time. These are the exact architectures we deploy for clients.
8 to 12 weeks for a working system on your infrastructure. Production-grade software with full handover.
Yes. Code, models, weights, documentation: all yours. No licensing fees, no lock-in.
Finance, manufacturing, supply chain, pharma, and regtech. Any domain with complex workflows or decisions that need speed and accuracy.
On your infrastructure: cloud, on-prem, or hybrid. We support Swiss and EU data residency when required.
FAQs
Everything you need to know about how Agentic AI works.
Specialist AI agents coordinating on complex tasks. An orchestrator routes work, each agent handles its domain, humans supervise exceptions.
Single models try to do everything. Multi-agent systems use specialists. Each agent handles what it is good at. Full audit trail, graceful recovery, smart escalation.
Yes. Pick an industry above, choose a scenario, watch agents coordinate in real time. These are the exact architectures we deploy for clients.
8 to 12 weeks for a working system on your infrastructure. Production-grade software with full handover.
Yes. Code, models, weights, documentation: all yours. No licensing fees, no lock-in.
Finance, manufacturing, supply chain, pharma, and regtech. Any domain with complex workflows or decisions that need speed and accuracy.
On your infrastructure: cloud, on-prem, or hybrid. We support Swiss and EU data residency when required.
From kickoff to production system. Not a demo, a working system on your infrastructure.