Connectivity
A common way to access systems, query information, receive events and execute actions.
Business automation infrastructure
A common foundation for automating a complex organisation.
When many automations share systems, knowledge, permissions, integrations and long-running processes, it starts to make sense to build some capabilities once and make them available to the whole environment.
ARGOS is the infrastructure we propose for that level of complexity.
Primary CTA: Talk to us about ARGOS Secondary CTA: See how it is composed
Systemsshared
Knowledgecommon
Permissionsconsistent
Processesdurable
Complexity appears between automations.
One automation can solve a specific process perfectly well. The situation changes when different solutions start needing the same pieces again and again.
Shared systems. Common data and knowledge. Permissions that need to stay consistent. Processes that wait for hours or days. Repeated integrations. Models that need access to common capabilities. Traceability and operational requirements that affect the whole environment.
ARGOS brings that shared ground together so each new automation can build on a foundation that is already there.
What ARGOS provides
Horizontal capabilities that different automations can share without turning every project into another island.
State and coordination
The ability to keep processes alive, wait, retry, continue and recover work when something interrupts the flow.
Data and knowledge
Organised access to documents, structured information, operational context and knowledge that different automations may need.
Models and cognitive capabilities
Models and agents operating inside execution rules defined for the organisation.
Identity, permissions and policies
Shared controls for deciding who can access which information and which actions may be carried out.
Traceability
A record of how processes have moved and where information came from when the case requires it.
Extensibility
The ability to add new integrations and functions without rebuilding the surrounding architecture for every project.
A common foundation, composed for each implementation.
Content diagram: Automations and agents → Connectors → Required capabilities → ARGOS Core
The Core provides the horizontal base. Connectors integrate the systems in the environment. Additional capabilities are added when the organisation needs them. Concrete automations are then built on top of that infrastructure.
The composition depends on the reality of each company.
Automations and agentsbusiness logic
ConnectorsERP · CRM · APIs · eventos
Required capabilitiesknowledge · security · models · traceability
ARGOS Corecommon foundation
Connectivity and long-running processes
Business processes do not always happen inside one application or finish in a few seconds.
ARGOS can coordinate information, events and actions across different systems, keep long-running process state and continue when a reply arrives, a condition changes or an integration recovers.
That lets each automation focus on the logic of its own process without rebuilding the same connection, waiting and recovery mechanics from scratch.
Knowledge and evidence
An organisation may work at the same time with original documents, structured data, real-time information, historical records and conclusions produced by models.
ARGOS is designed to preserve the origin and nature of that information. Knowing where a piece of data came from — and whether it is a source, a transformation or an inference — can matter as much as having the data itself.
Intelligence and operational control
AI can interpret, classify, connect, research, reason or propose. Real actions on systems continue to follow the rules, permissions and conditions defined by the organisation.
That separation makes it possible to use advanced cognitive capabilities without turning a model response into automatic authority over operations.
Models and infrastructure
ARGOS can work with different models according to the task, privacy, quality, volume, latency or available infrastructure.
The architecture can combine local inference, private infrastructure and external providers without making the whole system depend on a single model or vendor.
When it starts to make sense
ARGOS is worth considering when several of these situations appear:
The useful question is not how many automations exist, but how much they are beginning to share.
- different processes cross the same systems;
- several automations need the same data or knowledge;
- integrations start being repeated;
- permissions and traceability become organisation-wide concerns;
- local or private model requirements appear;
- processes need to wait, retry or recover from failures;
- there are many dependencies between solutions;
- the organisation expects to keep automating and shared infrastructure is beginning to create a real advantage.
When an independent automation is enough
If a process can be solved cleanly as an isolated automation, that remains a good solution. ARGOS becomes relevant when common infrastructure creates a real advantage across the whole environment.
How an implementation is approached
We start from the real organisation and compose only the common foundation that is worth having.
Processes
What needs to be automated now and which foreseeable needs will have to coexist later.
Systems and knowledge
Which applications, data, documents, events and sources make up the environment.
Shared capabilities
Which connectivity, state, knowledge, security, models, traceability or operational capabilities are worth solving once for the whole environment.
Composition
What belongs in the Core, which additional capabilities are needed, which connectors the environment requires and which automations will be built on the foundation.
Operation
Who will be responsible for operating the infrastructure and how its components will be maintained over time.