01 / 08Data & context
Connect sources, structure knowledge, and deliver traceable context so AI can understand your business.
RAGVector databasesCuration
Connect → Structure → Govern → Retrieve
Sources and systems are connected; entities and relationships structure knowledge; permissions and versions govern access; retrieval delivers traceable context.
See business applications ↗02 / 08Decision intelligence
Turn relational and temporal data into predictions, scores, and recommendations for sales, risk, operations, and purchasing.
PredictionsRecommendationsAnomalies
Predictive signals for real processes
APIs deliver probability, confidence, time horizon, explanatory factors, and model version. These signals support sales, risk, operations, and purchasing.
See business applications ↗03 / 08Agentic systems
Orchestrate agents with state, memory, and traceability. Connect people and systems to execute processes within defined limits.
OrchestrationMemoryTraceability
Understand → Plan → Collaborate → Execute → Learn → Govern
The system interprets requests, breaks down objectives, coordinates agents and people, triggers workflows, uses memory and feedback, and respects policies and human oversight.
View business applications ↗04 / 08AI Runtime
Route each task based on the balance of quality, cost, latency, and criticality. External models are modular, replaceable components.
RoutingQualityEfficiency
Modular, replaceable models
Routing considers cost, latency, quality, and criticality. The choice aligns with the use case and preserves vendor independence.
View business applications ↗05 / 08Training & adaptation
Adapt models to your company's domain with curation, fine-tuning, versioning, and continuous evaluation.
Fine-tuningVersioningEvaluation
Domain-specific knowledge
Data curation, adaptation, fine-tuning, versioning, and evaluation align model behavior with business needs.
View business applications ↗06 / 08Security & compliance
Protect sensitive data with anonymization, entity recognition in Portuguese, and audit trails. Incorporate LGPD into the architecture.
PrivacyLGPDAuditing
Privacy built into the architecture
NER in Portuguese, anonymization, pseudonymization, and auditing protect personal data and support LGPD compliance.
Explore security & governance ↗07 / 08AI Ops & observability
Monitor quality, cost, latency, drift, and security. Evaluate AI behavior and evolve operations based on evidence.
ObservabilityBenchmarkingEvaluation
Measure. Evaluate. Evolve.
Quality, cost, latency, drift, robustness, security, and behavior are monitored to guide the evolution of operations.
View business applications ↗08 / 08Execution & integration
Integrate agents and applications with the systems already part of your operations: APIs, ERP, CRM, workflows, and legacy systems.
APIsConnectorsWorkflows
From decision to action
Connectors, APIs, and workflows enable intelligence to participate in processes within existing enterprise systems.
View business applications ↗