What is AI development for enterprise?

Enterprise AI development involves designing, training, evaluating, and deploying machine learning models and AI systems into production business environments. This includes building custom neural networks, fine-tuning pre-trained models, integrating AI into existing software infrastructure, and establishing MLOps pipelines for continuous model improvement.

How long does it take to build a custom AI system?

The timeline depends on project complexity. A scoped AI integration project typically takes 6–12 weeks. A full custom LLM fine-tuning and deployment project typically takes 8–16 weeks. Enterprise-scale multi-agent systems with custom RAG infrastructure may require 3–6 months. Zaeon Systems provides detailed project timelines during the initial discovery call.

What is the cost of custom AI development?

AI development costs vary based on scope, model complexity, and infrastructure requirements. Projects typically range from $25,000 for scoped AI integrations to $500,000+ for large-scale enterprise AI platforms with custom model training, multi-region deployment, and ongoing MLOps maintenance. We offer fixed-price engagements after the discovery phase.

What AI technologies does Zaeon Systems use?

Zaeon Systems builds with the industry-leading AI stack: Python, PyTorch, TensorFlow, Hugging Face Transformers, LangChain, LlamaIndex, OpenAI API, Anthropic Claude API, Google Gemini API, Pinecone, Weaviate, PGVector, Ray, Kubernetes, MLflow, and custom-built inference infrastructure.

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ai Category

AI Agents Services

We build sophisticated agent architectures — orchestrated AI systems with tool use, memory, planning, and reflection that handle complex multi-step business processes.

Enterprise Service Overview

AI Agents by Zaeon Systems

We build sophisticated agent architectures — orchestrated AI systems with tool use, memory, planning, and reflection that handle complex multi-step business processes.

Key Capabilities

→Multi-agent orchestration
→Tool integration
→Long-term memory
→Human-in-the-loop workflows

Industry Use Cases

Automate complex workflowsReduce human intervention24/7 intelligent operations

Technologies Used

LangChainAutoGenCrewAIOpenAIPython

Key Capabilities

Multi-agent orchestration
Tool integration
Long-term memory
Human-in-the-loop workflows

Business Outcomes

✓Automate complex workflows
✓Reduce human intervention
✓24/7 intelligent operations

Tech & Tools

LangChainAutoGenCrewAIOpenAIPython

Discuss Your Project

Frequently Asked Questions — AI Agents

Common questions about Zaeon Systems' AI Agents capabilities, engagement model, and technology stack.

Zaeon Systems is an AI-first enterprise technology company that specializes in designing, building, and deploying production-grade Artificial Intelligence systems, Large Language Models (LLMs), Autonomous AI Agents, Computer Vision pipelines, NLP solutions, Cloud platforms, and Enterprise Software for global organizations.

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