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AI HR assistant

HR and IT answers, quoted from your handbook.

Handbook answerer is an AI HR assistant. Ask it up to three HR, IT or policy questions and it searches your handbook, quotes the section word for word and explains the answer in a line. When the handbook doesn't cover a question, it names who owns it. Asked in a Slack channel, it answers in the thread.

Handbook answererLive
  1. 10:12Asked in #ask-people-ops
  2. 10:12Found the handbook
  3. 10:12Searched it for each question
  4. 10:13Quoted 3.3 and 5.3
  5. 10:13Answered in the thread · 1 not covered
The problem

Why do the same HR questions keep coming back?

Because the answer sits in a long handbook that nobody searches, so people ask whoever they think knows. People Ops answers the same questions every week, the answers drift from what the policy says, and questions the handbook doesn't cover wait while someone works out who owns them.

Without it

  • The same five questions in People Ops' DMs every week.
  • Answers from memory that don't match the handbook.
  • A 40-page PDF nobody searches.
  • Questions with no clear owner that wait.

With Handbook answerer

  • Every answer quotes its section.
  • Uncovered questions go to a named owner.
  • Up to three questions in one message.
  • Asked in a channel, one answer in the thread.
What it answers

What can an AI HR assistant answer?

Whatever your handbook covers, quoted. Whatever it doesn't, sent to the person who owns it.

  1. 01

    HR and leave

    Vacation carry-over, sick days, parental leave, public holidays and pay dates, from your handbook's sections.

    • Leave
    • Pay dates
  2. 02

    IT and security

    Lost or stolen equipment, accounts, passwords and phishing: what to do and who to tell.

    • Laptops
    • Accounts
  3. 03

    Expenses and travel

    What you can claim, approval limits, hotel caps and how to book, quoted with the numbers.

    • Approvals
    • Hotels
  4. 04

    Not covered

    Anything the handbook doesn't answer goes to the owner your handbook names, never a guess.

    • Owner named
    • No guessing
How it works

How does an AI HR assistant work?

Every run follows the same five steps. It only reads the handbook, then writes one message with every answer.

  1. 1

    Counts the questions

    Up to three per message. More, and it says to ask the rest separately.

    Document searchReads
  2. 2

    Searches the handbook

    Two or three wordings per question before it calls one uncovered.

    Document searchReads
  3. 3

    Quotes the section

    Word for word, with its number, and only the sentences that answer.

    Document searchReads
  4. 4

    Names the owner

    From the handbook's own who-owns-what list, when it doesn't cover a question.

    Document searchReads
  5. 5

    Answers in the thread

    One message, one numbered block per question, under 250 words.

    SlackPosts
When it runs
  • @mention@Arclyx @handbook-answerer how many vacation days carry over?
  • WebhookRun when your intranet's question form calls its webhook with the question
See it in Arclyx

From one sentence to answers in Slack.

Describe the job, let Arclyx draft the agent, ask it three real questions in a dry run, create it, then @mention it in #ask-people-ops and read the answer in the thread.

Paste the sentence. Arclyx picks the tools it needs and asks what it can't work out.

New agent

What should it do?

When someone asks, answer HR, IT and policy questions from our shared handbook, quote the section, and say who to ask when the handbook doesn't cover it. Answer in the thread where you were asked.

Tools it can use
  • Document search
  • Slack
Which document is the handbook?
Employee handbook, in Documents
Answers picked for you

It writes the instructions, and you sign in to each tool once. Nothing runs until you say so.

New agent
  • Reading your description
  • Writing the instructions
  • Picking the tools

Handbook answerer

Draft · ready to test

  • Document search
  • Slack

Runs When someone asks

Try it once as a dry run. It reads your real tools, and what it would post is shown to you, not posted.

Handbook answerer · Try it
Passed
  1. Round 1Finds the handbookDocuments · List
  2. Round 2Searches each questionDocuments · Search ×4
  3. Round 3Finds the ownersDocuments · Search
  4. Round 4Posts the answersNot sent, dry runSlack · Post

Once it's created, the output lands where you said, with a source for every item.

#ask-people-ops
Handbook answererHandbook answers · 3 questions · 2 answered, 1 not covered
  • Question 1 · Stolen laptop · 3.3

    Report it to IT right away: "Report a lost or stolen laptop or phone to IT within 1 hour at it-help@example.com or in the #it-help Slack channel, even outside working hours."

    Owner: IT help desk, Sam Ortiz, it-help@example.com.

    ↗ example-a.com/handbook#3-3
  • Question 2 · Hotel in London · 5.3

    London is capped at 300 USD a night: "Hotels up to 220 USD a night (300 USD in New York, London and San Francisco)."

    Quoted from 5.3 Hotels and meals.

    ↗ example-a.com/handbook#5-3
  • Question 3 · Dogs at the office

    The handbook doesn't cover this.

    For anything not covered: People Ops, people@example.com.

    ↗ example-a.com/handbook#9

3 questions · 2 sections quoted · 1 not covered · answered from the handbook only

Who it's for

One handbook, fewer interruptions.

The same quoted answers help everyone who asks, and everyone who used to answer.

  • 01

    People Ops

    The questions they answer every week, answered from the handbook.

  • 02

    IT

    Lost laptops and account questions sent to the right place at once.

  • 03

    New starters

    Answers in minutes, with the section to read.

  • 04

    Managers

    Approval limits and leave rules, quoted, not remembered.

Set it up

How do you answer employee HR questions with AI?

Give an AI agent your handbook, a rule to quote it and a list of owners for everything else. Each question gets two or three searches, a quoted section and a one-line answer, or the owner's name when the handbook is silent. In Arclyx that's five steps, starting with one sentence.

The sentence that built it
“When someone asks, answer HR, IT and policy questions from our shared handbook, quote the section, and say who to ask when the handbook doesn't cover it. Answer in the thread where you were asked.”
@mention · When someone asks
  1. 1

    Describe the job

    One sentence: which handbook, who it answers and where the answer goes.

  2. 2

    Share your handbook

    An org admin uploads it to Documents for everyone, so @mentions in a channel can read it. Include a who-owns-what section.

  3. 3

    Share it in Slack

    Share the agent with your org and invite the Arclyx app to #ask-people-ops. People ask @Arclyx @handbook-answerer and get the answer in the thread.

  4. 4

    Watch a dry run

    Optional. Ask three real questions; the answer is shown to you, not posted.

  5. 5

    Let people ask

    Anyone who has linked Slack to Arclyx can ask in the channel, or a form can call its webhook.

Or start from one of these sentences

  • IT only

    “When someone asks, answer IT questions from our IT policy in Documents, quote the section, and post the answer to #it-help.”

  • Expenses desk

    “When someone asks, answer expense and travel questions from our finance policy, quote the limit, and name the approver.”

  • For new starters

    “When a new starter asks, answer from the handbook and the onboarding guide, quote both, and DM them the answer.”

  • Benefits

    “When someone asks, answer benefits questions from our benefits guide and say who in People Ops to contact for anything else.”

Compared

AI HR assistant vs asking People Ops.

Asking a person and searching Slack each cover part of the job. Here is what each one does, and doesn't, do.

What you needAsking People OpsSlack searchHandbook answerer
Answers fromSomeone's memoryOld messages and files in SlackYour current handbook
Quotes the policySometimesOnly if someone quoted it beforeYes, word for word, with the section
When it isn't coveredThey find out who knowsYou keep searchingNames the owner from your handbook
Takes someone's timeYes, every questionYoursNo
Where you get itA DM, eventuallySearch resultsOne Slack message

Source: Slack help: search in Slack, checked 24 October 2026.

Safe by design

Is it safe to let an AI agent answer HR questions?

It reads one handbook you upload and writes one message. It can't change records or approve anything. Every run is recorded and has a spend ceiling by default.

Every run is recorded

  • Every step, in order

    Each run keeps a trace: what it searched for, which sections it found and what it posted.

  • Every question, accounted for

    Each numbered block says answered, partly covered or not covered, so nothing is silently dropped.

  • What each run cost

    Tokens and cost are recorded per run and per agent, next to your plan's limits.

  • A spend ceiling, on by default

    Each run has a dollar ceiling unless you remove it. A run stops before it goes over it, and tells you.

It can

  • Search the handbook shared in Documents
  • Reply in the Slack thread it was asked in, message you, or email you

It can't

  • Change records or approve requests
  • Read Notion, Google Drive or other documents
  • Give legal, medical or tax advice
  • Email anyone but you
Questions

AI HR assistants, answered.

What is an AI HR assistant?

Software that answers employees' HR questions for the people team. Handbook answerer is one built in Arclyx: it answers HR, IT and policy questions from your own handbook, quotes the section it used and names who to ask when the handbook is silent.

Is it an HR chatbot?

Not a chat widget. It's an agent people ask in Slack, or that another tool calls. Each time it answers up to three questions in one message, quoting your handbook, and keeps no conversation going.

Does it make up policy?

Its instructions forbid it. It answers only from the handbook, quotes the section word for word and never presents a paraphrase as a quote. If no section answers the question, it says the handbook doesn't cover it instead of guessing.

What if the handbook doesn't cover a question?

It says so and names the owner from your handbook's own who-owns-what list, with the name and email exactly as written there. When a section covers part of it, it quotes that section and names the owner for the rest.

Which handbook does it read?

The document you upload to Arclyx's Documents and name in its sentence. A channel @mention reads shared data only, so an org admin uploads it for everyone and the agent is shared with the org. It doesn't read Notion or Google Drive.

Does it answer IT questions too?

Yes, when your handbook covers them: lost laptops, accounts, passwords, approvals for equipment. It answers from the same handbook, so it's only as complete as that document.

Can it give legal, medical or tax advice?

No. It's instructed to point to the right owner in your handbook instead. It also can't approve requests or change records: it only reads the handbook and posts the answer.

Do I need to write code?

No. Describe the job in one sentence and upload your handbook. Arclyx drafts the agent and picks its tools, and you can watch a dry run before you create it.

More agents

Last updated 24 October 2026

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