========================================================================= --> Custom AI Agents That Do Real Work | Ameoweb — AI Agents & Automation Skip to content

AI Agent Development Services

Build AI employees
that work 24/7.

Custom AI agents that think, decide, and take action — automating real business work, not just conversations.

8 agent types Multi-agent systems 40+ deployed
Get your first agent

Your business is full of repetitive, rule-based tasks that consume valuable time. Every invoice reviewed, lead qualified, support ticket answered, or report generated costs time and money.

Instead of hiring more people for repetitive work, hire AI employees.

We design and develop intelligent agents that integrate with your existing systems, understand your business rules, make informed decisions, and complete work automatically — 24 hours a day, 365 days a year. These are not basic chatbots. They are autonomous software workers that retrieve data, reason across multiple sources, call APIs, use business tools, and collaborate with both humans and other agents.

The basics

What is an AI agent?

An autonomous software system that can act on a goal, not just respond to a prompt.

An AI agent can

  • Understand natural language
  • Reason through complex problems
  • Access business data securely
  • Use software and APIs
  • Make decisions based on your rules
  • Learn from previous interactions
  • Complete multi-step tasks
  • Escalate to humans when needed

The card stack

Agents we build.

Each one owns a job. Fully.

Agent 01

Customer Support Agent

Instant, context-aware support across your site, WhatsApp, Slack, Teams, email, or portal.

  • Answer customer questions
  • Access company knowledge bases
  • Troubleshoot common issues
  • Create support tickets
  • Process refunds
  • Escalate complex cases
  • Track customer history
  • Support multiple languages
Agent 02

Sales & Lead Qualification Agent

Engages, qualifies, scores, and routes leads before your sales team gets involved.

  • Chat with website visitors
  • Ask qualification questions
  • Score leads automatically
  • Schedule meetings
  • Update CRM records
  • Generate proposals
  • Send follow-up emails
  • Track buying intent
Agent 03

Invoice Processing Agent

Extracts, validates, categorizes, and processes invoices without manual data entry.

  • OCR document processing
  • Vendor verification
  • Duplicate invoice detection
  • Expense categorization
  • ERP integration
  • Payment approval workflows
  • Compliance checks
  • Financial reporting
Agent 04

HR & Recruitment Agent

Automates recruiting, onboarding, and day-to-day internal HR support.

  • Resume screening
  • Candidate ranking
  • Interview scheduling
  • Employee onboarding
  • HR policy assistant
  • Internal knowledge retrieval
  • Leave management
  • Employee FAQs
Agent 05

Marketing Agent

Generates, optimizes, and distributes content while analyzing campaign performance.

  • Blog writing
  • SEO optimization
  • Social media content
  • Email campaigns
  • Competitor research
  • Campaign analysis
  • Keyword clustering
  • AI search optimization
Agent 06

Research Agent

Collects, organizes, and summarizes information from many sources in minutes.

  • Web research
  • Document summarization
  • Market analysis
  • Competitor intelligence
  • Industry monitoring
  • Report generation
  • Data extraction
  • Citation management
Agent 07

Operations Agent

Automates repetitive business processes that run across departments.

  • Workflow orchestration
  • Task routing
  • Inventory updates
  • Purchase order processing
  • Vendor management
  • Compliance monitoring
  • Approval workflows
  • Business reporting
Agent 08

Finance Agent

Supports finance teams by automating routine accounting and reporting work.

  • Expense categorization
  • Budget monitoring
  • Revenue reporting
  • Cash flow analysis
  • Invoice reconciliation
  • Forecast generation
  • Financial dashboards
  • Tax document organization

Your custom agent

If a job has rules, an agent can run it. Tell us the job — we'll tell you if it's a fit, free.

Enterprise

AI teams that work together.

Some workflows are too complex for a single agent. That's where multi-agent systems come in.

Instead of one general-purpose assistant, we design intelligent AI teams where specialized agents collaborate, share context, delegate responsibilities, and solve complex problems together. Each focuses on its specialty while coordinating through a shared orchestration layer — which delivers better accuracy, scalability, and resilience than one all-purpose model.

Example: an e-commerce team

  • Customer Support Agent
  • Inventory Agent
  • Payment Agent
  • Logistics Agent
  • Fraud Detection Agent
  • Recommendation Agent
  • Marketing Agent
  • Analytics Agent

Eight specialists, one orchestration layer, one customer experience.

Multi-agent capabilities

  • Agent-to-agent communication
  • Shared memory
  • Dynamic task delegation
  • Workflow orchestration
  • Human approval checkpoints
  • Parallel task execution
  • Long-running autonomous workflows
  • Self-healing process recovery
  • Tool and API integration
  • Multi-model AI coordination

Under the hood

Advanced agent architectures.

We build using the current agent engineering patterns — and pick the one the job actually calls for.

Retrieval-Augmented Generation

Agents retrieve trusted information from your documents before generating answers, which keeps output accurate and reduces hallucinations.

Tool-Using Agents

Agents interact with APIs, databases, CRMs, calendars, payment systems, and third-party apps to complete real tasks.

Planning Agents

Agents break large goals into smaller tasks, prioritize the work, and execute each step independently.

Memory-Enabled Agents

Agents retain relevant context across conversations, enabling personalized interactions and long-term workflows.

Autonomous Workflow Agents

Long-running agents that monitor events, trigger actions, manage approvals, and coordinate processes without supervision.

Human-in-the-Loop Systems

Critical decisions route to your team for review while routine tasks stay fully automated.

Integrations

Plugs into what you already run.

Agents are only useful if they can reach your data and your tools.

Slack PostgreSQL MongoDB AWS Microsoft Azure Google Cloud Salesforce Notion

CRM

Salesforce HubSpot Zoho CRM Pipedrive

Communication

Slack Microsoft Teams WhatsApp Business Gmail Outlook

Productivity

Google Workspace Microsoft 365 Notion Airtable

Automation

Zapier Make n8n

Databases

PostgreSQL MongoDB Pinecone Weaviate Qdrant

Cloud Platforms

AWS Microsoft Azure Google Cloud Platform

Not on the list? Most tools expose an API — if yours does, we can connect it.

How we build it

Six stages, every agent.

The agent works alongside your team before it works instead of them.

  1. 01

    Discovery

    We analyze your workflows, identify repetitive tasks, and determine where AI delivers the highest return.

  2. 02

    Solution Architecture

    We design the agent, define its capabilities, select the models, and map integrations with your systems.

  3. 03

    Development

    Our engineers build, test, and optimize the agent using production-ready frameworks and practices.

  4. 04

    Pilot Deployment

    The agent operates alongside your team to validate accuracy, reliability, and business outcomes.

  5. 05

    Production Launch

    Once validated, the agent goes into your live environment with monitoring, logging, and security controls.

  6. 06

    Continuous Optimization

    We monitor performance, refine prompts, improve workflows, update models, and expand capabilities as you grow.

Why ameo

Production-grade,
not a proof of concept.

We build agents that solve measurable business problems and keep running after the launch call ends.

  • Custom-built agents for your unique workflows
  • Expertise in single-agent and multi-agent architectures
  • Integration with existing software and APIs
  • Secure, scalable, enterprise-ready deployments
  • Continuous monitoring and optimization
  • Transparent development process
  • Long-term technical partnership

FAQ

Frequently asked questions.

Can AI agents integrate with our existing software? +

Yes. We integrate with CRMs, ERPs, databases, cloud platforms, communication tools, and custom APIs.

Which AI models do you use? +

We work with OpenAI GPT, Claude, Gemini, Llama, Mistral, DeepSeek, Qwen, and other leading models — selecting the best fit for your use case, performance requirements, and budget.

How long does it take to build an AI agent? +

Simple agents can be delivered in a few weeks. Enterprise-grade multi-agent systems take longer, depending on complexity and the number of integrations.

Can AI agents replace employees? +

Agents are designed to automate repetitive and structured work so employees can focus on higher-value tasks — not to replace human expertise.

Still have a question? Talk to an engineer →

What job would you
hand over first?

Tell us in one sentence. We'll tell you whether an agent can do it, what it would take, and what it would save — free.

Or email ameoweb@outlook.com