Autonomous Agents: From Chat to Production

Move beyond simple chatbots. Tikal builds intelligent Autonomous Agents that don’t just answer questions, they perform complex work. We design systems that plan, reason, and execute operational tasks, turning manual engineering processes into governed, self-driving actions that live within your infrastructure.

What We're Talking About?

Autonomous Agents are AI systems designed to handle end-to-end lifecycles with minimal human intervention. Unlike standard automations, these agents possess reasoning capabilities to translate natural language intent into structured, compliant actions. They integrate deeply with your internal tools to act as reliable operators within your team.

Which Technologies Are Involved?

We implement a dual-layer architecture separating conversation from execution. We use orchestration frameworks like LangGraph or LangChain for reasoning. For the execution layer, we build robust operators using Go or Python that integrate with your specific stack ranging from Internal APIs and Infrastructure-as-Code tools to GitOps systems or Data Platforms. We ensure security via role-based access control and secret managers, ensuring full visibility through standard observability stacks.

What Will You Gain?

Unlock expert productivity by delegating complex tasks to trusted Autonomous Agents.

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From Conversation to Execution

Transform complex configurations and manual processes into simple, natural language requests.

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Golden Paths by Default

Ensure every agent action adheres to strict organizational standards and security policies.

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Safe & Auditable Autonomy

Agents operate with least-privilege access, maintaining an immutable audit trail of every action.

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Operational Velocity

Reduce time-to-delivery from days to minutes by automating standard provisioning tasks.

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Production-Ready Reliability

We build robust agents with error handling, dry-run validations, and self-healing capabilities.

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Scalable Architecture

Built on event-driven architectures that scale with your infrastructure and complexity.

How Does the Process Work?

We treat agent development as a product engineering discipline. During the strategy phase, we identify high-friction manual processes and define the "Golden Paths" the agent must follow. We then design a split-brain architecture where the Conversational Layer interprets intent, and a deterministic Execution Layer performs the actual work using verified tools. The Tikal Squad joins your team to build a POC, validating the execution loop with a single resource type. Once proven, we integrate the conversational interface and expand the catalog, graduating the agent to a production-grade internal product. We transfer all knowledge, ensuring your team can maintain and extend the agent independently.

Ready to automate your operations?

Let’s build Autonomous Agents that do the work for you.

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