What is an HR bot for employees?

An HR bot is a Telegram assistant built on an LLM (Large Language Model) with RAG (Retrieval-Augmented Generation), trained on the company's internal knowledge base. It answers employee questions about payroll, vacation, sick leave, certificates and other HR topics, working 24/7 inside a familiar messenger interface.

What percentage of HR requests does the bot handle?

The HR bot handles up to 70% of typical employee requests automatically, without involvement from a live HR specialist. This reduces routine workload on HR and accounting by 70% and frees teams for strategic tasks.

How fast does the bot respond?

The average response time of the HR bot is 3 seconds. The bot is available 24/7 in Telegram, including weekends, holidays and night hours.

What happens if the bot does not know the answer?

The bot follows a three-tier response logic. Tier 1 delivers a precise answer sourced from the corporate knowledge base. Tier 2 offers clarifying information on adjacent topics. Tier 3 activates Human-in-the-loop: the request is automatically handed off to a live HR specialist together with the full context of the conversation. The bot never invents answers and stays strictly within the knowledge base.

What topics does the knowledge base cover?

The knowledge base covers 6 core topics: salary and taxes, vacation, sick leave, documents and certificates, termination, and income tax & contributions. The bot also provides step-by-step instructions for internal systems such as Staff Tool, with 100% answer accuracy within the corporate knowledge scope.

How long does it take to implement an HR bot?

Development and launch of an HR bot takes from 2 weeks. The knowledge base is adapted to the specifics of the individual company, and accuracy on the corporate knowledge base reaches 100%.

HR Bot in Telegram: Automating 70% of Employee Requests

Challenge: freeing HR from routine requests

task_alt

A company with a large staff-augmentation workforce received dozens of identical questions every day: when will salary arrive, how to file for vacation, what to do with a sick leave, where to download a certificate.

All of it landed on HR and accounting — real people spending their time on repetitive answers instead of their core work.

Main pain points

warning

For HR and Accounting

Identical questions 10+ times a day
Fragmented channels: email, Telegram, calls
Routine instead of strategic tasks

help_outline

For Employees

Unclear who to approach
Waiting for hours or until morning
Complex instructions get lost in chats

How it looks from inside

01 · Knowledge

All knowledge base — in the employee's pocket

An intuitive menu with the most frequent HR queries: from payroll to sick leave. Instant access to the right information directly in Telegram — anytime, anywhere.

02 · Handoff

Protection from "hallucinations" and seamless manager handoff

The bot works strictly within the corporate knowledge base and does not invent answers. If a question falls outside HR scope, it automatically hands it off to a live specialist with full context.

03 · Automation

Offloading HR and automating routine

For vacation or business trip requests, the bot provides step-by-step instructions on working with Staff Tool — from application to final approval. Dozens of HR specialist hours saved monthly.

knowledge.ui — HR Assistant
handoff.ui — HR Assistant
automation.ui — HR Assistant

Solution: AI assistant 24/7

A Telegram bot built on an LLM and trained on the company's entire internal knowledge base.

psychology

RAG Intelligence

The bot knows every policy and answers strictly from the company knowledge base.

smart_toy

Telegram Interface

Access from anywhere without installation.

update

24/7 Operation

Instant responses during weekends, holidays, and night hours.

Key metrics

−70%

Reduction of routine
HR workload

3 sec

Average response
wait time

100%

Accuracy on corporate
knowledge base

Knowledge base coverage

account_balance_wallet

Salary

Calculation, payments, taxes

flight_takeoff

Vacation

Application, days, vacation pay

medical_services

Sick leave

Limits, filing procedure

description

Documents

Certificates, applications

meeting_room

Termination

Deadlines, calculations, procedure

receipt_long

Taxes

Income tax, contributions, deductions

Three-tier response logic

1

Precise answer

Instant response based on approved policies.

2

Adjacent topic

If the question is similar, the bot offers clarifying information.

3

Human-in-the-loop

Automatic handoff to a manager with full context of the question.

Implementation results

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"The key architectural principle we embedded in the HR bot is strict operation within the corporate knowledge base. The bot has no right to invent. If a question falls outside HR competencies, Human-in-the-loop kicks in: the request is instantly forwarded to a live specialist with full context. This completely eliminates the risk of LLM hallucinations and preserves employee trust in the system."

YK

Yevhen Katkov

CTO, Aibot.pro

business

For the Company

bolt 3-second response at any time
security No request gets lost
insights Automatic knowledge gap analytics
hub Single entry point for all questions

groups

For Employees

bolt 3-second response at any time
my_location No need to search for the right specialist
menu_book All instructions always at hand
mood Friendly communication format

Want the same result?

Development and launch of the system takes from 2 weeks. We adapt the knowledge base to the specifics of your particular company.

Back to Cases

HR Bot in Telegram: automating communications with employees

Challenge: freeing HR from routine requests

Main pain points

For HR and Accounting

For Employees

How it looks from inside

All knowledge base — in the employee's pocket

Protection from "hallucinations" and seamless manager handoff

Offloading HR and automating routine

Solution: AI assistant 24/7

RAG Intelligence

Telegram Interface

24/7 Operation

Key metrics

Knowledge base coverage

Three-tier response logic

Precise answer

Adjacent topic

Human-in-the-loop

Implementation results

For the Company

For Employees

Want the same result?

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