AI Agent Development

MicrocosmWorks builds a wide range of autonomous AI agents including customer support agents, sales qualification bots, data extraction and analysis agents, workflow automation agents, and multi-agent orchestration systems. Each agent is built on top of leading LLMs like GPT-4, Claude, or open-source models and integrates with your existing tools via APIs, databases, and third-party platforms.

Our AI agent development starts with an AI Blueprint engagement at $4,000, which defines your agent's architecture, tool integrations, and success criteria. A single autonomous agent build starts from $6,400, with development rates ranging from $10-$50/hr depending on complexity. Multi-agent systems and enterprise-grade deployments are scoped on a project basis after the blueprint phase.

A single-purpose AI agent typically takes 4-6 weeks from blueprint to production deployment. More complex multi-agent systems with custom tool integrations, memory layers, and guardrails can take 8-12 weeks. We follow an iterative approach with weekly demos so you can see progress and provide feedback throughout the build.

We work with LangChain, LlamaIndex, CrewAI, AutoGen, and custom orchestration frameworks depending on your use case. Our agents integrate with tools like Slack, Salesforce, HubSpot, Jira, Google Workspace, internal databases, REST APIs, and custom enterprise systems. We also implement retrieval-augmented generation (RAG) pipelines for agents that need access to your proprietary knowledge base.

We implement multiple layers of guardrails including structured output validation, tool-use verification, confidence scoring, and human-in-the-loop escalation paths. Every agent goes through rigorous evaluation with test suites covering edge cases, adversarial inputs, and failure modes. We also set up monitoring dashboards and alerting so you can track agent performance, accuracy, and cost in real time.

Absolutely. MicrocosmWorks specializes in building AI agents that slot into your current tech stack rather than replacing it. We connect agents to your CRM, ERP, helpdesk, communication tools, and internal applications through secure API integrations and webhook-driven workflows. This means your team can start benefiting from AI automation without overhauling existing processes.