PYE Tech - Agentic Artificial Intelligence

Curator: Orchestration, Monitoring, and Triggering of LangGraph Agents

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PYE TECH CURATOR

Curator is a unified hub for AI agents built with LangGraph. In a single dashboard, you trigger and schedule jobs, track detailed logs and events, configure triggers (webhooks, queues, and schedules), and visualize your agent's execution graph in real-time. It is plug-and-play with your LangGraph project — minimal configuration, maximum observability and governance.

A single dashboard for jobs, logs, triggers, and visualization of your agents

LangGraph execution graph preview
Curator Pillars
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Jobs

Execute, re-execute, and schedule flows. Track status, duration, attempts, and SLAs in one place.

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Logs

Centralize events from each graph node, with filters, job correlation, and audit trails.

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Triggers

Trigger agents via webhooks, queues, and CRON. Conditional rules and automatic retries.

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Visualization

View the LangGraph graph in real-time: states, steps, inputs/outputs, and metrics per node.


While Generative AI transforms knowledge into content, Agentic AI transforms knowledge into action. This positions it as the next logical evolution in enterprise automation.


Jobs: End-to-End Observability

Every execution becomes a traceable job: real-time status, duration, consumption, attempts, and chained errors. Event stream per node, selective re-execution, priority queues, and DLQ for persistent failures — all designed to operate LangGraph agents in production.

Jobs dashboard screenshot

Execution Logs

Get complete visibility into what happened at each step of the graph. Logs bring node events, agent messages, chained errors, consumption metrics, and direct job correlation. Ideal for quick debugging, auditing, and continuous improvement.

Logs de execução do agente

Triggers: Event Orchestration and Scheduling

Define when and how your agents should be triggered. Connect webhooks for external events, configure priority queues for high volume, and create schedules (CRON) for routines. With conditional rules and automatic retries, your flows become resilient and decoupled from code.

Painel de triggers do Curator

Dashboard

Monitor the health of your agent ecosystem in real-time: success rate, throughput, average time per job, consumption, and failures per node. The dashboard consolidates operational metrics and facilitates proactive diagnosis.

Curator dashboard overview
Capability How Curator Implements It Practical Benefit
Execution (Jobs) Priority queue, schedules, retries, partial re-execution, and DLQ. Resilient and predictable operation, with rapid failure recovery.
Logs and Audit Events per graph node, job correlation, filters, and export. Total traceability and compliance for audits.
Triggers Webhooks, queues, and CRON with conditional rules and parameterization. Reactive and scheduled automation without code coupling.
Visualization Real-time LangGraph graph with states, I/O, and metrics per node. Quick diagnosis, better debugging, and continuous optimization.
Governance Access profiles, change trails, and consumption limits. Operational security and cost control in production.

High Impact Use Cases: Real Impact, Measurable Results

The applicability of Agentic AI spans all functions of an organization. Leading companies are already reaping the rewards of Agentic AI, transforming operational efficiency into revenue growth and competitive advantage.

Financial results represent savings or revenue generated, demonstrating the power of agentic automation.


The PYE Tech Blueprint: Our Architecture

Our approach is not based on a single tool, but on a layered architecture designed to leverage the strengths of different frameworks and platforms, ensuring powerful, secure, and governable solutions.

3 Execution and Governance Layer: UiPath

We ensure that intelligence turns into secure and scalable action. We use UiPath Maestro to orchestrate workflow, RPA to interact with any system, and IDP to extract data, all under an umbrella of enterprise security and compliance.

2 Enablement Layer: LangChain

We equip each agent with the tools and memory needed to act in the real world. LangChain connects agents to APIs, databases, and your company's vast knowledge, allowing them to act with context and precision.

1 Collaborative Intelligence Layer: CrewAI + Python

We build the foundation of intelligence with "teams" of specialized AI agents that collaborate to solve complex problems. Instead of a single agent, we create a digital team tailored to your challenge.


Conclusion: Your Transformation Partner

The journey to becoming an autonomous enterprise requires more than just technology; it demands a strategic partnership. PYE Tech positions itself as that partner, combining cutting-edge innovation with the robustness your business demands.

The era of the autonomous enterprise has begun. Contact us to schedule a Hyperautomation Readiness Assessment and discover how to turn the potential of Agentic AI into a lasting competitive advantage.


Schedule a Readiness Assessment