> ## Documentation Index
> Fetch the complete documentation index at: https://docs.wapikit.com/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Capabilities in Wapikit

> Explore how Wapikit leverages AI to transform WhatsApp campaigns, customer support, and insights.

<Info>
  Wapikit isn’t just automation — it’s an intelligent AI-native engine that **feels human**, **thinks contextually**, and **responds like your best teammate**.
</Info>

## 💬 AI Auto-Replies (Beta)

Wapikit responds to customer messages **within 1 minute**, automatically.

<Frame caption="Wapikit's AI-Reply Engine">
  <img src="https://mintcdn.com/wapikit/I3kdIr-JKFohDoFN/assets/quickstart/3.png?fit=max&auto=format&n=I3kdIr-JKFohDoFN&q=85&s=afb0c07b18c6c0857ef0c2ab4ff7d5aa" width="702" height="180" data-path="assets/quickstart/3.png" />
</Frame>

<Steps>
  <Step title="Understands Intent">
    AI understands the full context of the user’s message, whether it's a query, a complaint, or an order.
  </Step>

  <Step title="Personalized, Relevant Replies">
    Responses are tailored using customer profile memory and your business tone.
  </Step>

  <Step title="Operational Actions">
    If applicable, the AI can recommend products, update orders, or route chats to a human.
  </Step>
</Steps>

<Warning>
  AI replies are only available on Premium plans and must be enabled in Inbox manually.
</Warning>

***

## 🧠 Conversation Summarization

<Frame caption="AI-generated conversation insights">
  <img src="https://mintcdn.com/wapikit/I3kdIr-JKFohDoFN/assets/ai/1.png?fit=max&auto=format&n=I3kdIr-JKFohDoFN&q=85&s=78be93945e6840dd1fbea6260f8b2a3f" width="2084" height="138" data-path="assets/ai/1.png" />
</Frame>

<Frame>
  <img src="https://mintcdn.com/wapikit/I3kdIr-JKFohDoFN/assets/ai/2.png?fit=max&auto=format&n=I3kdIr-JKFohDoFN&q=85&s=fcbe0f232a8e0eeb79b405163a1f085f" width="1144" height="1650" data-path="assets/ai/2.png" />
</Frame>

AI instantly summarizes every WhatsApp conversation:

* Pulls out key takeaways
* Labels intent and themes
* Helps team members understand context before jumping in

<Check>
  Every chat has a **Summarize** button — AI distills hours of chat into actionable insights.
</Check>

***

## 🗂️ Smart Suggestions & AI Prompts

<Frame>
  <img src="https://mintcdn.com/wapikit/I3kdIr-JKFohDoFN/assets/ai/3.png?fit=max&auto=format&n=I3kdIr-JKFohDoFN&q=85&s=a0ca41e6ff5ec823647605fe3f9a45b9" width="2094" height="206" data-path="assets/ai/3.png" />
</Frame>

Wapikit proactively suggests responses as you type. This helps support agents:

* Reply faster with appropriate tone
* Maintain brand consistency
* Avoid repetitive typing

***

## 📊 Campaign Insights (Coming Soon)

<Frame caption="AI Insights coming soon">
  <img src="https://mintcdn.com/wapikit/I3kdIr-JKFohDoFN/assets/ai/4.png?fit=max&auto=format&n=I3kdIr-JKFohDoFN&q=85&s=a357ef5110d7ba9c4111f78042267a96" width="922" height="380" data-path="assets/ai/4.png" />
</Frame>

Wapikit AI will soon analyze:

* Audience sentiment
* Segment-wise performance
* CTA click heatmaps
* Time-slot conversion patterns

It’ll proactively recommend **what to fix**, **when to send**, and **how to iterate**.

***

## 🔍 Context-Aware Customer Memory

Wapikit remembers every detail:

* Customer name, past purchases, recent questions
* Preferences pulled from campaigns and messages
* Smart tagging applied based on conversations

<Note>
  This memory is used by the AI to keep conversations **emotionally intelligent** and **business-aware**.
</Note>

***

## 🧠 Powered by Knowledge Base

Your **Knowledge Base** feeds Wapikit AI its brain.

* Upload URLs, documents, or plain text
* AI will index and reference this for auto-replies
* Every team has a tailored KB; nothing generic

<Frame caption="Wapikit Knowledge Base">
  <img src="https://mintcdn.com/wapikit/I3kdIr-JKFohDoFN/assets/knowledge-base/1.png?fit=max&auto=format&n=I3kdIr-JKFohDoFN&q=85&s=bed608f2f5d7119d38e9c25b95477341" width="2984" height="1640" data-path="assets/knowledge-base/1.png" />
</Frame>

<Frame caption="Adding resources to your KB">
  <img src="https://mintcdn.com/wapikit/I3kdIr-JKFohDoFN/assets/knowledge-base/2.png?fit=max&auto=format&n=I3kdIr-JKFohDoFN&q=85&s=2caa0704a8bc19868919177fe4904524" width="2974" height="1650" data-path="assets/knowledge-base/2.png" />
</Frame>

***

## 🌟 Proactive by Design

Unlike other tools, Wapikit doesn’t wait for manual prompts. It thinks like a human:

* Notices drops in conversion? Suggests template tweaks
* Sees high bounce rate? Flags contacts and suggests segmentation
* Recurring queries? Auto-learns and creates FAQ automations

<Info>
  Wapikit’s AI behaves like a **full-time teammate** — always on, always learning.
</Info>

***

## 📚 Related Docs

* [Conversation Engine](/guide/conversation-engine)
* [Knowledge Base Setup](/guide/knowledge-base)
* [Inbox Overview](/guide/inbox)