GPT-5.2, Claude, Gemini, Llama 4 - All AI Models in One Workspace

Stop paying $20/month for ChatGPT, $20 for Claude, and $22 for Gemini separately. Get all of them in one workspace for $28/month. For teams, pick the right model per use case — fast and cheap for FAQs, powerful for complex questions — all sharing the same knowledge base, tools, and conversation history.

GPT-5.2 Claude Sonnet 4.5 Gemini 3.0 Llama 4
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Why juggling AI subscriptions
doesn't scale

The problems teams face when they rely on multiple AI tools.

Subscription sprawl adds up fast

ChatGPT Plus at $20, Claude Pro at $20, Gemini Advanced at $22. That's $62/month for three tools that don't share context, documents, or conversation history.

Context lost between tools

You start a conversation in ChatGPT, realize Claude is better for this task, and have to re-explain everything from scratch. Your history doesn't transfer.

No way to match model to task

GPT-5.2 is overkill for simple FAQs, but a cheaper model hallucinates on complex questions. You need the right model for each use case, not one model for everything.

Team members need different models

Your writer prefers Claude, your developer uses GPT-5.2, your researcher wants Gemini. Managing separate accounts and billing is a nightmare.

Model access
without tool sprawl

Switch models without switching tools.

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Pick the model per chat

Use GPT-5.2 for complex reasoning tasks, Claude for analyzing long documents, Gemini for multimodal questions, and a faster model for simple FAQs — switch mid-conversation without losing context.

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Consistent agent behavior

Your prompts, tools, tone, and behavior rules stay the same regardless of which model powers the response. Switch models without rewriting your agent configuration.

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Knowledge grounding

Every model answers from your uploaded documents, crawled websites, and structured sources — not from generic training data. Same knowledge base, different model strengths.

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Bring your own key (BYOK)

Use your own API keys from OpenAI, Anthropic, Google, or other providers for full cost control. Track spending per model, per agent, per use case.

Common scenarios
teams use multi-model for

Simple ways to balance quality, speed, and budget.

  • badge 13Route simple FAQ questions to a fast, cheap model (like Gemini 3.0 Flash or DeepSeek V3.2) — resolve 80% of queries at a fraction of the cost
  • badge 13Switch to GPT-5.2 or Claude for complex reasoning, multi-step problems, or high-stakes customer conversations where accuracy matters most
  • badge 13Compare model outputs side by side — ask the same question to Claude and GPT-5.2 to see which gives a better answer for your use case
  • badge 13Let team members choose their preferred model per conversation while keeping the same knowledge base, tools, and analytics

The right model
for every conversation

What changes when you stop paying for separate AI subscriptions.

  • badge 13Replace $62+/month in separate AI subscriptions with one $28/month workspace that includes GPT-5.2, Claude, Gemini, Llama 4, Grok 4.1, and DeepSeek V3.2
  • badge 13Cut AI costs by 50-70% by routing simple questions to cheaper models and reserving expensive models for complex tasks
  • badge 13Every team member uses their preferred model without managing separate accounts, billing, or losing shared context
  • badge 13Deploy agents that automatically use the optimal model for each conversation type — fast models for FAQs, powerful models for complex queries
Trusted By Teams

What our users say

We deployed AI support in 20 minutes. Our response time dropped by 80%. Customers love it.

MW

Marcus Weber

Head of Support, Notion

Finally, one place for all my AI needs. The ability to switch models mid-conversation is game-changing.

SC

Sarah Chen

Product Designer, Figma

The white-label option let us offer AI services to our clients overnight. Revenue grew 40% in Q1.

ER

Elena Rodriguez

Agency Founder, Digitale Studio

Questions & Answers

Frequently asked questions

Tap any question to see how InsertChat would respond.

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InsertChat

AI Support

Hey! 👋 Browsing Product questions. Tap any to get instant answers.

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What is InsertChat?

An AI agent workspace that lets you build agents grounded in your knowledge and deploy them to web, app, or API. Connect tools and integrations to complete workflows.

What's the difference between an agent and an InsertChat agent?

A basic agent is prompt-only. InsertChat agents are grounded in your sources, configurable per use case, and able to use tools and integrations.

How do agents stay accurate and avoid hallucinations?

Ground your agent in a knowledge base your team controls and keep it fresh. Use analytics to find gaps and improve coverage over time.

What can I connect as knowledge?

URLs, sitemaps, documents (PDF and office files), media like YouTube and audio, and structured data. The goal is a clear source of truth for answers.

Do sources stay up to date?

Yes. Refresh sources on demand or set up scheduled refresh depending on the source type.

Can I control how the agent behaves?

Yes. Control prompts, model choice, tool access, and agent experience so behavior stays consistent.

Which AI models can I use?

GPT-5.2, Claude Sonnet 4.5, Gemini 3.0, Llama 4, Grok 4.1, DeepSeek V3.2, and more. Choose the model per chat, or use BYOK to manage provider access yourself.

Can I pick different models for different workflows?

Yes. Use a faster model for common questions and a stronger model for complex reasoning. InsertChat supports that balance per conversation.

Where can I deploy an agent?

Website widget, in-app embed, or API. Keep one agent setup and reuse it across channels.

Do I need coding skills?

No. Build and deploy AI agents using our visual builder. The embed code is one line of JavaScript.

Can I customize the branding and UI?

Yes. Customize the widget to match your brand. White-label options are available for a fully branded experience.

Can I use my own domain?

Yes. Custom domains are supported, typically via enterprise options.

Does InsertChat support voice?

Yes. Voice dictation and text-to-speech let users speak instead of type.

Does InsertChat support vision?

Yes. Enable vision for agents when images help clarify a request or context.

What tools and integrations are supported?

Zendesk, HubSpot, Shopify, WooCommerce, calendar booking, web search, Perplexity, and webhooks for your own systems.

Can I control which tools the agent is allowed to use?

Yes. Tool access is controlled per agent so you enable only what you need.

Can the agent hand off to a human?

Yes. Configure human handoff so the agent escalates when needed. Full conversation history is passed along.

Do you provide analytics?

Yes. Track chats, leads, feedback, and credits used. Find gaps in coverage and prioritize fixes.

Is it mobile friendly?

Yes. The widget and embeds work well on desktop and mobile with no separate experience needed.

What's the fastest path to a successful deployment?

Start with one agent and a small set of high-value sources. Iterate using real questions from analytics.

What is the fastest way to get started?

Create an account, upload one document, and ask your first question. Most teams go live in under 5 minutes.

0 of 21 questions explored Instant replies

Product FAQ

What is InsertChat?

An AI agent workspace that lets you build agents grounded in your knowledge and deploy them to web, app, or API. Connect tools and integrations to complete workflows.

What's the difference between an agent and an InsertChat agent?

A basic agent is prompt-only. InsertChat agents are grounded in your sources, configurable per use case, and able to use tools and integrations.

How do agents stay accurate and avoid hallucinations?

Ground your agent in a knowledge base your team controls and keep it fresh. Use analytics to find gaps and improve coverage over time.

What can I connect as knowledge?

URLs, sitemaps, documents (PDF and office files), media like YouTube and audio, and structured data. The goal is a clear source of truth for answers.

Do sources stay up to date?

Yes. Refresh sources on demand or set up scheduled refresh depending on the source type.

Can I control how the agent behaves?

Yes. Control prompts, model choice, tool access, and agent experience so behavior stays consistent.

Which AI models can I use?

GPT-5.2, Claude Sonnet 4.5, Gemini 3.0, Llama 4, Grok 4.1, DeepSeek V3.2, and more. Choose the model per chat, or use BYOK to manage provider access yourself.

Can I pick different models for different workflows?

Yes. Use a faster model for common questions and a stronger model for complex reasoning. InsertChat supports that balance per conversation.

Where can I deploy an agent?

Website widget, in-app embed, or API. Keep one agent setup and reuse it across channels.

Do I need coding skills?

No. Build and deploy AI agents using our visual builder. The embed code is one line of JavaScript.

Can I customize the branding and UI?

Yes. Customize the widget to match your brand. White-label options are available for a fully branded experience.

Can I use my own domain?

Yes. Custom domains are supported, typically via enterprise options.

Does InsertChat support voice?

Yes. Voice dictation and text-to-speech let users speak instead of type.

Does InsertChat support vision?

Yes. Enable vision for agents when images help clarify a request or context.

What tools and integrations are supported?

Zendesk, HubSpot, Shopify, WooCommerce, calendar booking, web search, Perplexity, and webhooks for your own systems.

Can I control which tools the agent is allowed to use?

Yes. Tool access is controlled per agent so you enable only what you need.

Can the agent hand off to a human?

Yes. Configure human handoff so the agent escalates when needed. Full conversation history is passed along.

Do you provide analytics?

Yes. Track chats, leads, feedback, and credits used. Find gaps in coverage and prioritize fixes.

Is it mobile friendly?

Yes. The widget and embeds work well on desktop and mobile with no separate experience needed.

What's the fastest path to a successful deployment?

Start with one agent and a small set of high-value sources. Iterate using real questions from analytics.

What is the fastest way to get started?

Create an account, upload one document, and ask your first question. Most teams go live in under 5 minutes.

Ready to use every AI model?

Start your 7-day free trial today.

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7-day free trial · Cancel anytime · No commitment

Related features
and capabilities

Explore features that work well with multi-model setups.