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AI email drafts and chat with business context

Try responses from manually submitted messages and stored context. Your team checks them before use. Mailbox automation and live knowledge connectors are not available yet.

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AI Email Assistant

The available function accepts a manually submitted customer message and context, then drafts a reply using a stored business profile, knowledge text and examples. It also returns a hint that a person may be needed; it does not route the case. It does not read a mailbox or send email. Gmail, Outlook, IMAP, conversation history and an auto-send threshold are not implemented.

What it does

  • Draft from a manually submitted customer message and context
  • Stored business profile, knowledge text and reply examples
  • Output with provider identification
  • Human-review hint, without automatic routing
  • Czech or English according to settings
  • Available draft API; mailbox connections and sending are planned
Product detailsEmail API docs

Where it helps most

Repeated support questions

Submit a message and approved context; the assistant prepares a draft for your team to check.

Sales inquiries

Prepare a reply from a submitted inquiry. The assistant does not read your inbox or qualify leads by itself.

Onboarding reply drafts

Use routine questions as draft inputs; your team remains responsible for accuracy and sending.

Configured language and tone

Replies use configured Czech or English and tone. Automatic language detection is not included.

How it works

  1. 1

    Submit a message

    Submit the message text and optional context through the API or console preview. Mailbox access is not included.

  2. 2

    Store business context

    Set the business profile, knowledge text, tone and reply examples. External sources are not fetched automatically.

  3. 3

    Send with your own tools

    After approval, send the reply yourself. Mailbox connections and automatic sending are on the roadmap.

AI Knowledge Agent

The available chat processes one question with a stored business profile, instructions and knowledge text. It does not retrieve live data from Notion, Slack or Drive and does not return source citations. You update the context yourself and should check the answers. Conversation history, indexing, streaming and ready-made widget or Slack-bot deployment are not implemented.

What it does

  • Single question with stored business context
  • Manually maintained knowledge text and instructions
  • Output with provider identification, without citations
  • Console preview and chat API
  • Czech or English according to settings
  • Live connectors, indexing and streaming are planned
Product detailsAgent API docs

Where it helps most

Questions about business context

Get a draft answer from stored text. A ready-made website widget and citations are not included.

Internal FAQ

Check answers to common questions in the preview or API; a live Slack connection is not available.

Manually maintained knowledge

Update context in settings. Changes in Notion or Drive are not retrieved automatically.

Onboarding questions

Submit one question and check the draft against approved context. Conversation history is not available.

How it works

  1. 1

    Prepare knowledge text

    Add approved business context to settings. Live retrieval from external sources is not available.

  2. 2

    Configure responses

    Set the profile, instructions, tone and default reply language in the console.

  3. 3

    Check and update

    Check answers and update context manually. A widget, Slack bot and live connectors are planned.

AI PR Review

The GitHub App reviews a requested diff within size limits and posts a summary and any comments. The diff and PR context are processed by an external AI provider through OpenRouter. Approval and merge stay with a person; rule-based auto-approval is only planned.

What it does

  • GitHub App triggered by a review request
  • Diff and PR context processed through OpenRouter
  • Diff size limit; large files may be omitted
  • Summary and any inline comments on the PR
  • Approval and merge performed by a person
  • Rules and auto-approval are planned
See how it works

Where it helps most

Dependency and formatting changes

AI can add review comments on changes. It does not replace tests or human approval.

Docs and copy

Comments may highlight content issues. PRs are not approved or merged automatically.

A second view for your team

A requested PR gets an AI summary and any inline comments for a reviewer to check.

Asynchronous review

Request the bot as a reviewer and check the results when ready. A human decision is still required.

How it works

  1. 1

    Request a review

    Install and link the app, then request praktickai[bot] on a selected PR.

  2. 2

    Read AI comments

    An external AI provider processes the submitted diff and context. The output is an additional review, not a safety guarantee.

  3. 3

    Decide as a team

    Check comments, tests and permissions. The bot does not approve or merge.

Calculate your savings

Model potential savings from your inputs; these are not measured results or available automation.

Emails per day80 emails/day
Average minutes per reply6 min
Hypothetical automation share (future scenario)60 %
Staff hourly cost35 €/h

Hours saved / month

106 h

Cost saved / month

3696€

This is a rough estimate based on the values you enter, not a guaranteed result.

Get an exact calculation for my company

Why our AI, not a generic chatbot

Context you maintain

Responses use stored context. You check accuracy; source citations are not available.

Clear integration scope

Email drafts and single chat questions are available. Mailbox and live MCP connectors are planned.

Configured reply language

The runtime uses Czech or English according to organization settings. The website is also available in Russian.

Human review

Your team checks answers, sends email and decides on PRs. Automatic routing, sending and approval are not included.

Ready to start?

Start a free course or explore training options for your team.

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Beginner courses are free. Team training includes workshops, custom programs, and consulting.

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