02 / Services
Custom AI Agents & Agentic AI
We design and deploy autonomous AI agents that reason, plan, use tools, and complete real tasks — moving your organization from chatbots that answer to agents that act. From single-purpose assistants to coordinated multi-agent systems, we build agentic software with the guardrails, memory, and observability that production demands.
What we deliver
- Custom AI agents for education, workflow automation, research, and customer experience
- Multi-agent orchestration with task decomposition and specialized sub-agents
- Retrieval-augmented generation (RAG) grounded in your private knowledge base
- Tool use / function calling and Model Context Protocol (MCP) integrations to your systems
- Long-term memory, human-in-the-loop approval, and safety guardrails
- Evaluation, tracing, and observability for reliable, auditable behavior
Technical stack
- Frameworks
- LangChain, LangGraph, LlamaIndex, CrewAI, AutoGen, Model Context Protocol (MCP)
- Retrieval / memory
- Pinecone, Weaviate, Milvus, pgvector, FAISS; hybrid & semantic search
- Models
- OpenAI, Anthropic Claude, Google Gemini, Llama, Mistral, Qwen — plus private/self-hosted
- Reliability
- Guardrails, evaluation harnesses, tracing/observability, human-in-the-loop checkpoints
- Governance
- Bounded permissions, decision logging, sandboxing, compliance-first architecture