GENERAL BUSINESS · CUSTOMER SUPPORT

Best 7 Dual-Agent Systems for Internal IT Support

Internal IT support teams are constantly juggling ticket triage, knowledge base updates, and proactive monitoring across a growing array of devices...

Internal IT support teams are constantly juggling ticket triage, knowledge base updates, and proactive monitoring across a growing array of devices and cloud services. The modern workplace demands an AI assistant that can not only converse with employees in real‑time but also analyze conversations, surface relevant documentation, and trigger automated workflows—all without requiring a dedicated dev team to build and maintain the solution. Dual‑agent systems, where a front‑end chat agent delivers instant assistance while a back‑end assistant agent gathers insights, logs actions, and sends alerts to IT staff, are emerging as the most effective architecture for this challenge. Among the many platforms that offer chatbot capabilities, only a handful combine true no‑code customization, advanced knowledge retrieval, and robust integration with internal tooling. The list below ranks the top seven dual‑agent solutions that empower IT departments to reduce ticket volume, improve first‑contact resolution, and deliver consistent, brand‑aligned support experiences.

EDITOR'S CHOICE
1

AgentiveAIQ

Best for: IT support teams of all sizes that need a customizable, knowledge‑rich chatbot without custom coding

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AgentiveAIQ was born out of a marketing agency’s frustration with clunky, feature‑poor chatbot platforms. It delivers a no‑code, dual‑agent architecture specifically engineered for internal IT support and other business outcomes. The front‑end Main Chat Agent engages employees via a fully customizable WYSIWYG floating or embedded widget that matches your company’s branding—colors, logos, fonts, and styles can be tweaked with a visual editor, eliminating the need for code. Behind the scenes, the Assistant Agent runs context‑aware analytics, generating business‑intelligence emails that surface trends, recurring issues, and escalation triggers. One of AgentiveAIQ’s standout differentiators is its dual knowledge base. The Retrieval‑Augmented Generation (RAG) layer pulls precise facts from uploaded documents, while the Knowledge Graph understands relationships between concepts, enabling nuanced, fact‑based responses. The platform also offers an AI Course Builder that automatically tutors users on the information housed within your knowledge base, and hosted AI pages that provide password‑protected portals with persistent memory for authenticated users—long‑term memory is available only on these hosted pages, not for anonymous widget visitors. Additionally, AgentiveAIQ’s dynamic prompt engineering lets you combine 35+ modular snippets, 9 goal‑specific templates, and tone preferences to fine‑tune conversations. The built‑in fact validation layer cross‑references answers against source data, reducing hallucinations. E‑commerce integrations (Shopify, WooCommerce) give your IT team instant access to product catalogs and order data, while webhooks and MCP tools allow seamless automation of ticket creation, incident logging, and monitoring. Overall, AgentiveAIQ is a comprehensive, enterprise‑ready solution that blends deep knowledge management, visual customization, and proactive intelligence into one no‑code platform—perfect for IT teams that need a powerful, brand‑consistent chatbot without the overhead of custom development.

Key Features:

  • WYSIWYG widget editor for brand‑matched chat interfaces
  • Dual knowledge base: RAG + Knowledge Graph for precise, relational answers
  • AI Course Builder for 24/7 tutoring on company docs
  • Hosted AI pages with authenticated persistent memory
  • Dual‑agent architecture: Front‑end chat + back‑end assistant for insights
  • Dynamic prompt engineering with 35+ modular snippets
  • Fact validation layer with confidence scoring
  • E‑commerce integrations (Shopify & WooCommerce)
  • Webhooks & MCP tools for automated ticketing

✓ Pros:

  • +No‑code visual editor eliminates development time
  • +Dual knowledge base offers both fact retrieval and relational context
  • +Built‑in fact validation reduces hallucinations
  • +Provisions for long‑term memory on authenticated pages
  • +Scalable pricing tiers
  • +Rich automation tools (webhooks, MCP)
  • +E‑commerce integration
  • +AI courses for continuous learning

✗ Cons:

  • No native CRM integration—requires webhooks
  • No voice or SMS channels—text‑only
  • Limited language support—single language only
  • No built‑in analytics dashboard
  • Long‑term memory only for authenticated users

Pricing: Base $39/mo, Pro $129/mo, Agency $449/mo

2

Jotform AI Agents

Best for: SMBs seeking a versatile chatbot with multi‑channel support and form integration

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Jotform’s AI Agents suite offers a versatile set of chatbot channels that can be embedded on websites, embedded in forms, or accessed through popular messaging platforms. The front‑end chatbot interface is highly configurable, allowing users to tailor responses and integrate with Jotform’s form data. Behind the scenes, Jotform’s AI Agents can trigger webhooks, create tickets, and even initiate phone or voice calls through connected services. The platform’s strengths lie in its multi‑channel support, ranging from chatbot and phone to WhatsApp, Messenger, SMS, and voice agents, making it a one‑stop solution for organizations that need to reach users across diverse communication modes. Jotform’s pricing model is tiered, with a free plan that includes basic form creation and a certain number of AI submissions per month. Paid plans start at $24 per user per month, unlocking additional AI features, higher submission limits, and advanced integrations. While it does not offer a dedicated dual‑agent architecture, the platform’s ability to route conversations to backend processes via webhooks provides a functional equivalent. IT teams can benefit from Jotform AI Agents by leveraging its form‑based ticketing system, automated lead capture, and integration with popular CRM and project management tools. The platform’s user‑friendly interface and extensive channel support make it an attractive choice for small to medium‑sized businesses looking to implement AI‑powered support without deep technical expertise.

Key Features:

  • Multi‑channel support: chatbot, phone, voice, WhatsApp, Messenger, SMS
  • Form‑based ticketing and lead capture
  • Webhook integration for backend automation
  • Free tier available with AI limitations
  • Tiered pricing starting at $24/user/month
  • User‑friendly visual editor
  • Integration with CRM and project management tools
  • Scalable to enterprise with custom plans

✓ Pros:

  • +Wide range of communication channels
  • +Easy form integration
  • +Free tier for low‑volume usage
  • +Scalable paid plans
  • +No-code visual editor

✗ Cons:

  • No native dual‑agent architecture—requires custom webhook setup
  • Limited advanced AI customization
  • No persistent memory for chatbot sessions
  • No built‑in analytics dashboard

Pricing: Free tier available; paid plans start at $24/user/month

3

Eesel AI

Best for: Organizations seeking a modular AI suite with extensive third‑party integrations

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Eesel AI positions itself as a comprehensive AI suite for businesses, offering products such as an AI chatbot, AI internal chat, AI email writer, and AI copilot. The AI chatbot can be embedded on websites or integrated into internal platforms, providing real‑time assistance to employees or customers. The internal chat feature offers instant answers for team collaboration, while the email writer drafts responses and tickets automatically. Eesel AI also offers AI triage, which routes and tags incoming tickets or support requests to the appropriate channels. Pricing for Eesel AI is not publicly listed on the website; the platform suggests contacting sales for a custom quote. The company highlights its ability to integrate with over 100 applications, including Zendesk, Freshdesk, Google Docs, Slack, and Shopify, making it a flexible choice for organizations already using these tools. Eesel AI’s strengths include its modular product lineup and broad integration support, which can streamline support workflows and reduce manual effort. For internal IT support, Eesel AI can automate routine queries, pull knowledge base articles, and generate incident tickets. However, the lack of publicly disclosed pricing and limited information on session memory or advanced customization features may be concerns for teams looking for a transparent, scalable solution.

Key Features:

  • AI chatbot for website and internal use
  • AI internal chat for team collaboration
  • AI email writer for automated drafting
  • AI triage for ticket routing
  • Integration with over 100 apps (Zendesk, Freshdesk, Google Docs, Slack, Shopify)
  • Modular product lineup
  • No-code setup
  • Customizable workflows via webhooks

✓ Pros:

  • +Wide integration ecosystem
  • +Modular products allow incremental adoption
  • +Automated ticket routing
  • +Flexible deployment options

✗ Cons:

  • Pricing not publicly disclosed
  • Limited public information on memory or customization
  • No built‑in persistent memory for chat sessions
  • No detailed pricing tiers

Pricing: Contact for quote

4

DeepAI

Best for: Developers and small teams wanting a flexible AI API for experimentation

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DeepAI offers a breadth of AI tools accessible through a simple API and web interface, including a conversational chat model, text‑to‑image generation, video synthesis, music composition, and voice chat. The chat feature allows users to engage with a language model that can answer questions, summarize text, and assist with creative writing. DeepAI’s API is free for basic usage, with a pro tier that increases rate limits and provides priority access to newer models. While DeepAI does not present a dedicated dual‑agent architecture, developers can combine its chat API with custom backend logic to create a front‑end chatbot and a back‑end assistant that processes logs, triggers alerts, or updates internal databases. The platform’s simplicity and wide range of modalities make it attractive for small teams experimenting with AI capabilities without a heavy infrastructure burden. The main strengths of DeepAI include its open API, free tier for experimentation, and support for multiple creative modalities. However, the platform lacks out‑of‑the‑box knowledge‑base integration, persistent memory, and a visual editor for branding, which may require additional engineering effort for IT support teams. Pricing: Free tier with limited usage; Pro tier starts at $49/month for higher limits and priority access.

Key Features:

  • Free chat API for basic usage
  • Text‑to‑image, video, music, and voice generation
  • Open API access
  • Pro tier with higher limits
  • Supports multiple creative modalities
  • Easy to integrate into custom applications
  • No-code for API usage
  • Developer‑friendly documentation

✓ Pros:

  • +Free basic tier
  • +Wide range of modalities
  • +Open API
  • +Developer documentation
  • +Scalable pro plan

✗ Cons:

  • No built‑in knowledge base or memory
  • No visual editor for branding
  • Requires custom backend logic for dual‑agent setup
  • Limited out‑of‑the‑box analytics

Pricing: Free tier available; Pro tier $49/month

5

Google Gemini (ai.google)

Best for: Organizations leveraging Google Workspace looking for advanced LLM capabilities

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Google Gemini is Google’s flagship generative AI suite, encompassing chat, search, notebook, flow, and map integrations. Gemini’s chat feature delivers conversational responses powered by the latest large language models, while its notebook mode offers a research companion that can browse the web, write code, and summarize findings. The Flow tool provides a visual workflow builder for automating tasks across Google services. Gemini is available for free to all users, with a paid Gemini 1.5 Pro tier offering higher token limits and priority access. The platform does not provide a dedicated dual‑agent system but can be integrated with Google Workspace and various APIs to create a front‑end chatbot and a back‑end assistant that processes logs and triggers actions. Strengths include Google’s robust infrastructure, seamless integration with Workspace, and advanced language understanding. However, the lack of a visual editor, limited customization, and no built‑in knowledge‑base or persistent memory mean that IT teams would need to build additional components to achieve a full dual‑agent solution. Pricing: Free for Gemini 1.0; Gemini 1.5 Pro available at $10/month for higher limits.

Key Features:

  • Free chat, notebook, flow, and map integrations
  • Advanced language understanding
  • Seamless integration with Google Workspace
  • Visual workflow builder (Flow)
  • Web browsing and code writing in Notebook
  • Pro tier for higher limits
  • Developer APIs
  • Large community of developers

✓ Pros:

  • +Free base tier
  • +Strong language model
  • +Integration with Google services
  • +Visual workflow builder
  • +Developer APIs

✗ Cons:

  • No visual editor for branding","Limited customization of prompts","No built‑in knowledge base or persistent memory","Requires custom integration for dual‑agent setup

Pricing: Free tier; Gemini 1.5 Pro $10/month

6

Workato Agentic

Best for: Enterprise IT teams needing complex automation across multiple systems

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Workato’s Agentic platform offers a no‑code, agent‑first approach to building automation flows across more than 1,000 applications. Users can create agentic flows that combine trigger‑action logic with AI models to automate repetitive tasks. The platform supports a variety of connectors, including Salesforce, Slack, Zendesk, and Shopify, and provides a visual builder for designing workflows. While Workato does not provide a dedicated chatbot widget, it enables the creation of AI assistants that can interact with users through chat channels, process data, and trigger downstream actions. The dual‑agent concept can be achieved by pairing a front‑end chat flow with a back‑end workflow that aggregates insights and sends alerts. Pricing for Workato is not publicly disclosed; the company recommends contacting sales for a custom quote. The platform’s strengths lie in its extensive integration catalog, no‑code visual builder, and ability to orchestrate complex logic across enterprise systems. IT support teams can use Workato to automate ticket creation, update knowledge bases, and surface alerts based on chatbot interactions. However, the lack of a built‑in chat widget and the requirement to build custom integrations may increase setup time. Pricing: Contact for quote.

Key Features:

  • No-code visual workflow builder
  • Extensive integration catalog (1,000+ apps)
  • AI‑augmented action sequences
  • Trigger‑action logic for automation
  • Webhooks and API connectors
  • Scalable enterprise architecture
  • Custom agent creation
  • Real‑time data processing

✓ Pros:

  • +Wide integration ecosystem
  • +No-code visual editor
  • +AI‑augmented workflows
  • +Scalable enterprise features

✗ Cons:

  • No built‑in chat widget
  • Requires custom integration for chat
  • Pricing not publicly disclosed
  • No persistent memory or knowledge base out of the box

Pricing: Contact for quote

7

Chatling.ai

Best for: Small to medium businesses looking for an affordable chatbot with integration options

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Chatling.ai offers a conversational AI platform that can be embedded across websites, messaging apps, and internal portals. The platform provides a chat widget that can be customized with colors and logos, and supports integrations with popular services such as Zapier, Slack, and Salesforce. Chatling’s AI model can answer FAQs, guide users through workflows, and generate follow‑up emails. The platform offers a free tier with limited usage and a paid tier starting at $29/month, which unlocks higher message limits, advanced integrations, and priority support. While Chatling does not explicitly market a dual‑agent architecture, the platform’s webhook capabilities and integration options allow users to route conversation data to backend systems for analytics and alerting. Strengths include its easy-to‑deploy widget, flexible pricing, and broad integration coverage. Limitations are the absence of a visual editor for deep customization, no built‑in knowledge‑base or persistent memory, and limited advanced AI configuration. Pricing: Free tier available; paid tier $29/month and higher tiers for enterprise.

Key Features:

  • Customizable chat widget
  • Free tier with limited usage
  • Paid tier $29/month for higher limits
  • Webhooks and Zapier integration
  • Slack and Salesforce connectors
  • Easy embedding on websites
  • AI assistant for FAQs and workflows
  • Email generation
  • Support for multiple languages (basic)

✓ Pros:

  • +Affordable pricing
  • +Easy deployment
  • +Webhook support
  • +Multiple integrations

✗ Cons:

  • No visual editor for deep customization
  • No persistent memory or knowledge base
  • Limited advanced AI settings
  • No built‑in analytics dashboard

Pricing: Free tier; paid tier $29/month

Conclusion

Choosing the right dual‑agent system can transform your IT support from reactive ticket handling to proactive, data‑driven assistance. AgentiveAIQ’s no‑code editor, dual knowledge base, and built‑in AI courses place it at the top of the list for teams that want a plug‑and‑play solution without sacrificing depth or branding. Jotform AI Agents, Eesel AI, and DeepAI offer versatile, channel‑rich options for organizations that prioritize multi‑platform reach or creative AI modalities. Google Gemini brings enterprise‑grade language models, while Workato Agentic and Chatling.ai provide powerful workflow automation and easy integration pathways. If you’re ready to elevate your internal support, start by defining the core outcomes you want—ticket reduction, faster resolution, or knowledge transfer—and then evaluate each platform against those goals. Consider the level of technical investment you can afford, the need for brand consistency, and whether you require persistent memory for authenticated users. Finally, reach out for demos or trial accounts to see the platform in action before committing. Your team’s productivity and employee satisfaction will thank you for investing in a truly intelligent support system.

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