AI Agent Development
AI agent development transforms how businesses operate by creating systems that think and act autonomously. We build agents that go beyond chatbots - they execute multi-step tasks, use tools, make decisions, and deliver measurable results. Our team combines AI expertise with deep domain knowledge in crypto, trading, and fintech.
What Are AI Agents?
AI agents are autonomous systems that perceive their environment, make decisions, and take actions to achieve goals. Unlike traditional chatbots that simply respond to prompts, agents can plan multi-step workflows, use external tools and APIs, maintain memory across interactions, and adapt their approach based on results.
Agentic AI development focuses on building these autonomous capabilities. An agent might research a topic across multiple sources, synthesize findings into a report, then email it to stakeholders - all from a single instruction. The agent decides how to break down the task, which tools to use, and how to handle unexpected situations.
The key difference is agency itself. Chatbots wait for input. Agents take initiative. They operate more like a capable employee than a command-line interface, handling complexity so your team can focus on higher-value work.
Agent Types We Build
From task automation to specialized assistants, we develop AI agents tailored to your workflows and business requirements.
Task Automation Agents
Autonomous agents that handle repetitive workflows without human intervention. From data processing to report generation, these agents execute multi-step tasks reliably and learn from corrections.
Research & Analysis Agents
Agents that gather, synthesize, and analyze information from multiple sources. They produce structured insights for market research, competitive analysis, and due diligence workflows.
Customer Service Agents
Conversational agents that handle support queries, qualify leads, and route complex issues to humans. Built with guardrails to stay on-topic and escalate appropriately.
Coding Assistant Agents
Developer productivity agents that write, review, and refactor code. They integrate with your codebase, understand context, and follow your team conventions and standards.
Technical Capabilities
Building reliable AI agents requires expertise across LLM orchestration, tool integration, and production systems engineering.
LLM Integration & Orchestration
We integrate with OpenAI, Anthropic, and open-source models. Our agents use the right model for each task, balancing capability with cost and latency requirements.
Tool Use & Function Calling
Agents that interact with APIs, databases, and external systems. We build robust tool interfaces with error handling and retry logic for production reliability.
Multi-Agent Systems
Coordinated agent teams where specialized agents collaborate on complex tasks. Supervisor patterns, handoffs, and shared context for efficient problem-solving.
Memory & State Management
Persistent memory systems that let agents learn from past interactions. Vector databases, conversation history, and context windows managed for optimal performance.
Guardrails & Safety
Input validation, output filtering, and behavioral constraints that keep agents on-task. We build agents that fail gracefully and know when to escalate to humans.
Observability & Monitoring
Full visibility into agent decisions, tool calls, and outcomes. Logging, tracing, and analytics to understand agent behavior and optimize performance over time.
AI Agents for Crypto, Trading & Fintech
Most AI agent development companies build generic solutions. We specialize in agents for the domains we know deeply.
Crypto Trading Agents
Agents that monitor markets, execute strategies, and manage risk across exchanges. We combine AI capabilities with our deep crypto trading experience to build agents that understand market dynamics.
DeFi Automation Agents
Autonomous agents for yield farming, liquidity management, and protocol interactions. They navigate on-chain complexity, optimize gas costs, and respond to market conditions in real-time.
Fintech Workflow Agents
Agents that automate compliance checks, transaction monitoring, and reporting. Built with the security mindset we developed serving government-grade financial systems.
Why Hexmount for AI Agents
AI agent development company services are everywhere. What matters is whether your agents actually work in production and deliver ROI.
Domain Expertise Built In
We do not just build AI agents - we build agents for crypto, trading, and fintech. Our team has actual experience in these domains, so your agents understand the context they operate in.
Production-Ready Systems
We ship agents that work in production, not demos that fail at scale. Error handling, monitoring, and graceful degradation are built in from day one.
Tiger Team Delivery
Small team, focused attention, fast execution. We deliver working agents while others are still scheduling discovery calls and planning sprints.
Ready to Build Your AI Agent?
Tell us about your use case. Whether you need a trading agent, a customer service bot, or a custom automation system, we can help you build an AI agent that delivers real business value.