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MULTI-AGENT
Multi-agent orchestration for business processes
We coordinate specialised agents (research, execution, validation) with a measurable flow and clear owners.
Multi-agent orchestration for business processes
Multi-agent orchestration matters when you need several coordinated agents on a process, not one monolithic agent. Before selecting tools, we define journeys, permissions, data and supervision criteria so the agent operates under your company's control.
We work from Barcelona and Madrid and remotely with teams across Spain, Europe, LATAM and the United States. The process combines discovery, access hardening, verifiable releases and operational documentation.
We hand over code, repositories, configurations, skills and documentation in accounts owned by your company. You can audit, rotate credentials or change supplier without lock-in.
We coordinate specialised agents (research, execution, validation) with a measurable flow and clear owners. That is why we prioritise a governable, measurable agent ready to evolve without rebuilding its foundations.
THE CHALLENGE
The challenge of multi-agent orchestration
several bots act without coordination or ownership
Agents that do not coordinate
Several AI agents work separately and duplicate tasks or produce contradictory results.
Fragile flows under failure
An agent failing mid-process leaves the rest blocked with no retry or recovery mechanism.
No visibility of the chain
It is impossible to know which agent made each decision or to reconstruct the final result of a task.
APPROACH
How we fix orchestrating agent roles
We move forward with measurable decisions and releases that already add value.
Designing roles and responsibilities
We define what each agent does, receives and delivers to avoid overlap and circular dependencies.
Orchestration with explicit steps
We chain agents in a controlled flow with states, retries and stops for human intervention.
Data contract between agents
We set validated input and output schemas so each step receives consistent information.
Supervision and central logging
We log every execution and enable human review points at the highest-risk steps.
DELIVERABLES
What multi-agent orchestration leaves ready
We deliver an operational foundation your team can govern and keep improving.
Documented multi-agent architecture
Map of agents, roles, inputs and outputs with the agreed orchestration rules.
Orchestrated flow in production
Executable agent chain with retries, timeouts and human approval points.
Data exchange contracts
Validated schemas between agents that ensure compatibility and early error detection.
Flow traceability panel
Log of each step, decision and result with the ability to reproduce any execution.
TRUST
Technology applied to real operations
We design handoffs, roles and error control across specialised agents.
- Scope, assumptions and risks visible before the deployment is committed.
- Least privilege, secrets and systems of record defined from the design stage.
- A measurable first release before expanding channels or departments.
- Code, configuration and documentation under your company's control.
FAQ
Questions about multi-agent orchestration
Have a project in mind?
Tell us what you need around multi-agent orchestration. We will help you turn it into a clear, viable delivery plan.
