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Agents: A Governed AI Workforce Built For Real Business

Create purpose-built agents inside the world’s first governed agent builder platform. Give each agent a defined purpose, model, memory, skills, approved tools, structured outputs, and operating boundaries, so it can plan, act, and recover under your control.

Overview

An Agent is intelligence configured around real business responsibility.

Define what it should accomplish, how it should operate, what it must remember, which systems it can access, what tools it can use, and what output it must produce.

Each agent can work with its own model, memory, Skills, tools, structured outputs, and operating boundaries, so it does not behave like a generic chatbot but like a defined part of your business. Build one complete agent to carry work from understanding to action, or connect independently configured agents into a governed multi-agent system.

Every agent operates with a clear purpose, defined capabilities, and boundaries established by your business.

Everything Your Agents Need To Understand, Decide, And Act

From focused assistance to complex multi-agent execution, Agent Lab provides the intelligence, context, and capabilities required to move work forward.

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Single-Agent Intelligence

Build agents that carry tasks from planning to approved action. Ensure reliability by enforcing structured results and explicit recovery steps.

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Native Multi-Agent Delegation

Enable an agent to invoke other specialized agents. It can pass required context, await results, and seamlessly resume its own execution.

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Configurable Intelligence

Customize the model, instructions, retries, and behavior to fit the task. Utilize top providers including OpenAI, Anthropic, Google, xAI, and Mistral.

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Memory And Skills

Preserve context across conversations with configurable memory. Equip agents with discoverable, reusable Skills that carry business knowledge forward.

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Structured Outputs And Recovery

Define the exact output format an agent must produce. Prevent uncertain results using typed responses, required facts, validation, and explicit waiting states.

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Tools, Providers, And MCP

Connect agents to tools, provider accounts, MCP servers, and business systems through centrally managed credentials. Assign only the capabilities each agent is allowed to use.

Design How Intelligence Operates

Create specialized agents tailored to your exact operational responsibilities.

Define The Responsibility

Define The Responsibility

Set a clear role, objective, and operating instructions. Establish strict boundaries for the precise work required.

Configure The Intelligence

Configure The Intelligence

Select the model, memory type, and output structure. Define retry and continuation behaviors for reliable execution.

Connect Its Capabilities

Connect Its Capabilities

Equip agents with reusable Skills, tools, and MCP servers. Link connected agents to match workflow requirements.

Establish Control

Establish Control

Apply strict guardrails, required facts, and registered actions. Enforce human checkpoints and policy decisions before operation.

Built For Real Business Responsibilities

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Customer Support Agents

  • Answer repeated customer questions with approved responses, business context, and consistent service quality across channels.
  • Track ticket progress, request status, pending information, and customer history so teams do not lose context between handoffs.
  • Collect missing details from customers before escalating the request to the right team or person.
  • Prepare accurate response drafts, summaries, and next-step recommendations for support teams to review before sending.

Research And Decision Support Agents

  • Gather information from approved sources, documents, systems, and business data for research and analysis.
  • Compare vendors, products, opportunities, risks, or options using structured business criteria.
  • Summarize findings into clear reports, decision notes, or executive-ready recommendations.
  • Help teams move from scattered information to traceable insights before important decisions are made.
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Workflow Automation Agents

  • Prepare approval requests, collect required information, and route work to the right people or teams.
  • Send reminders, follow-ups, and status updates so work does not get stuck between handoffs.
  • Update records through approved actions after the right conditions or approvals are completed.
  • Coordinate tasks across systems, notifications, and teams while keeping every action governed.

Data Processing Agents

  • Extract information from documents, forms, records, and connected business systems.
  • Validate required fields, check completeness, and identify missing or inconsistent information.
  • Clean, standardize, and prepare structured outputs for reports, databases, or applications.
  • Route uncertain, incomplete, or risky results for human review before they move forward.
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Compliance And Monitoring Agents

  • Monitor alerts, policy checks, exceptions, and operational signals across business systems.
  • Gather evidence, prepare summaries, and identify items that require review or action.
  • Support compliance teams with structured records, required facts, and traceable decisions.
  • Escalate risky actions, sensitive cases, or policy exceptions to human reviewers before execution.

Build Your Agent Workforce with A Realtime Tech

Start building the agents your business wishes it had: always available, connected to your systems, guided by your rules, and ready to move work forward under your control.

Start Building Agents

Related Features of A Realtime Tech

Skills

Skills

Turn business methods, playbooks, and rules into reusable Skills that agents can carry forward.

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Knowledge Base

Knowledge Base

Ground agents in approved business documents and reference files, giving them access to the context they need without placing your entire knowledge base inside model prompts.

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Connectors And Tools

Connectors And Tools

Connect agents to approved provider accounts and assign the tools they can use across APIs, databases, files, CRMs, ERPs, communication platforms, internal services, and external systems while credentials remain centrally managed.

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