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engineering.agenticAi.description
Beyond Chat: Autonomous Action
Agentic AI isn't just a chatbot. It's an autonomous system that can reason, plan, and execute multi-step workflows without human intervention.
In compliance contexts, this means agents that can read a new regulation, identify gaps in your current controls, draft remediation plans, and monitor implementation—all while maintaining full audit trails.
Agent Capabilities
Document Intelligence
RAG-powered analysis of regulatory documents, extracting requirements and mapping to system controls.
Real-Time Anomaly Detection
ML models trained on your transaction patterns to identify suspicious activity before it escalates.
Automated Report Generation
AI agents that draft ROS reports, risk assessments, and board presentations from raw data.
Conversational Compliance
Natural language interfaces for compliance officers to query regulations and past decisions.
RAG Architecture
Our Retrieval-Augmented Generation pipeline ensures agents have access to the most relevant context while preventing hallucinations through grounded responses.
| Component | Technology | Purpose |
|---|---|---|
| Embedding Model | OpenAI text-embedding-3-large | Document vectorization |
| Vector Store | pgvector on PostgreSQL | Similarity search at scale |
| LLM Orchestration | Vercel AI SDK | Streaming, tool calling, memory |
| Agent Framework | Custom TypeScript agents | Domain-specific reasoning |
ARISTO Agent in Action
Compliance Copilot
The ARISTO Agent serves as an always-available compliance expert that understands your specific regulatory environment and institutional context.
- ✓Answer regulatory questions in natural language
- ✓Draft suspicious activity reports from transaction data
- ✓Explain risk scoring decisions with citations
- ✓Generate board-ready compliance summaries
User: What are the UAFE reporting thresholds?
Agent: According to UAFE regulations, transactions exceeding $10,000 USD require automatic notification. Enhanced documentation is required for transactions above $5,000 USD. Would you like me to explain the ROS filing process?
Security & Sovereignty
Data Residency
All embeddings and vector stores remain in-country. No data leaves Ecuador, Colombia, or Peru.
Model Transparency
Full audit trails of agent reasoning. Every decision can be explained and traced.
Human-in-the-Loop
Critical actions require human approval. Agents recommend, humans decide.
Experience Agentic Compliance
See how AI agents can transform your compliance operations from reactive to proactive.
Request AI Demo