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Harinarayanpur, Kushtia, Bangladesh

Autonomous AI Agents & Workflow Automation

Intelligent Autonomous AI Agents & Workflows

At Insomnia Cafe, we design and deploy autonomous AI agents capable of planning, executing complex multi-step workflows, and integrating with external APIs and databases. We transform repetitive operational bottlenecks into self-executing intelligent systems.

Our AI Engineering Capabilities

  • Multi-Agent Orchestration: Coordinated autonomous agents working together for customer support, lead qualification, and data analysis.
  • Custom Tool Calling & API Execution: Equipping LLMs with live tools to read databases, query third-party platforms, and perform actions.
  • Enterprise Security & Guardrails: Strict prompt injection defenses, deterministic fallback routines, and privacy-preserving data handling.
  • Self-Correction & Memory: Persistent session memory, episodic retrieval, and continuous reflection loops for accurate outputs.

Frequently Asked Question

How do you ensure AI accuracy and avoid hallucinations in Autonomous AI Agents & Workflow Automation?
We apply robust RAG pipelines, deterministic verification checks, schema-validated structured outputs, and strict temperature controls to guarantee production reliability.
We work across premier models including Gemini 2.5 / 1.5 Pro, Claude 3.7 Sonnet, OpenAI GPT-4o, and open-source models (Llama 3, DeepSeek) hosted via Ollama or vLLM.
Yes, we implement telemetry to track latency, token usage, drift detection, and user feedback loops to continuously optimize performance.