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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

  • Handle inquiries, resolve issues, and escalate complex cases with human-like understanding.
  • Provide instant, accurate responses across channels while learning from every interaction to improve service quality.
  • Maintain conversation context across multiple touchpoints, ensuring seamless handoffs between chat, email, and voice interactions.
  • Reduce response times by 85% while achieving higher customer satisfaction scores through personalized, empathetic engagement.

Research & Analysis Agents

  • Gather information from multiple sources, synthesize insights, and deliver comprehensive reports.
  • Transform hours of research into minutes of intelligent analysis with agents that understand context and relevance.
  • Track emerging trends, monitor competitor activities, and identify market opportunities by analyzing thousands of data points continuously.
  • Generate executive summaries with cited sources, confidence scores, and actionable recommendations tailored to your strategic priorities.
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Workflow Automation Agents

  • Process documents, manage approvals, coordinate tasks, and ensure nothing falls through the cracks.
  • Handle repetitive operations with precision while freeing your team for strategic work.
  • Intelligently route requests to the right people, send timely reminders, and automatically update all stakeholders throughout the process lifecycle.
  • Detect bottlenecks in realtime, suggest process improvements, and adapt workflows based on changing business conditions without manual reconfiguration.

Data Processing Agents

  • Extract, transform, validate, and enrich data across systems.
  • Maintain data quality, identify anomalies, and ensure information flows smoothly between platforms without manual intervention.
  • Automatically detect and correct inconsistencies, deduplicate records, and standardize formats across disparate data sources.
  • Perform intelligent data matching, enrich customer profiles with third-party information, and maintain audit trails for regulatory compliance.
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Compliance & Monitoring Agents

  • Track regulatory requirements, audit processes, flag violations, and maintain documentation.
  • Ensure continuous compliance while reducing the burden on your legal and operations teams.
  • Monitor policy changes across jurisdictions, automatically update internal procedures, and alert relevant teams to new compliance obligations.
  • Generate audit-ready reports, maintain immutable records of all compliance activities, and provide evidence trails for regulatory inquiries instantly.

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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