AI Chatbots and voice agents

Development of an AI chatbot and voice agent

Transform the customer experience with next-generation intelligent agents. Automate support and sales 24/7 with full integration into your business processes.

24/7 Automation Omnichannel Voice & Chat Enterprise Security
chat.applic.com.ua/agents
ACTIVE AGENTS
AI Agent Online 24/7

TRANSFORMATION

From routine to automatic sales

We are transforming classic communication into an intelligent ecosystem that generates revenue 24/7.

Traditionally

Customers wait for hours

→

AI solutions

Instant response 24/7

Traditionally

«Dumb» bots with buttons

→

AI solutions

Intelligent LLM agents

Traditionally

Huge staffing costs

→

AI solutions

ROI from the first month

OVERVIEW

What can our AI chatbot do for your business?

Modern AI chatbots aren’t just button-based automated responses. An AI chatbot understands natural language, integrates with your systems, and performs real actions: checking orders, booking appointments, and generating leads in your CRM.

01 Automation FAQ ›
02 Ice generation 24/7 ›
03 Economic efficiency ›

01

Automation FAQ

The AI chatbot handles up to 80% common inquiries without human intervention: order status, business hours, and delivery terms. Response time: less than 1 second.

Key benefits: Support queues are disappearing; managers are handling only complex cases.

SpeedAnswer in under 1 second
AccuracyCompany knowledge base

02

Ice generation 24/7

The AI chatbot qualifies leads, collects contact information, and schedules appointments even at midnight. No potential customer is lost due to non-business hours.

Key benefits: The website's conversion rate doubles, while the cost per lead decreases.

ConversionIncreases x2
Availability24/7/365

03

Economic efficiency

A single agent can handle thousands of conversations simultaneously. The cost of handling a single contact is 10 to 50 times lower than that of a human operator.

Key benefits: ROI is achieved in 3 months—and that's a conservative estimate.

ROIfrom 3 months
Automation80% routines

BUSINESS VALUE

What Is the Secret Behind the Effectiveness of AI Chatbots?

The effectiveness of AI-powered chatbots rests on four pillars: speed, accessibility, accuracy, and scale. Applic’s AI-powered online bot combines all four in a single solution.

80%

Automate your routine

ROI

from 3 months

01.

24/7 customer support

Applic’s AI chatbot responds just as readily at 3 a.m. as it does at 10 a.m. No waiting in line, no «we’ll call you back.» For e-commerce, healthcare, and delivery services, this is a competitive advantage that’s hard to overstate.

02.

Reducing costs

AI-powered chatbots don’t get sick, don’t take vacations, and don’t require a workspace. A single agent can replace 3–5 call center agents. Businesses pay a fixed amount instead of a payroll budget that increases as the workload grows.

03.

A faster initial response

The first response arrives within 15–20 seconds. Every minute of waiting reduces the likelihood of a purchase by 10%. Automating the first point of contact is the easiest way to stop customers from leaving for competitors.

04.

Better customer service

The AI chatbot is always polite and knows the current prices and promotions. Unlike a human, it doesn’t give conflicting answers and doesn’t forget the terms of the contract. The quality of service is the same for the first customer as it is for the thousandth.

05.

Analytics and Reporting

The AI bot automatically logs every conversation. The dashboard displays the number of inquiries, conversion rates, popular questions, and pain points in the sales funnel. Marketers can see where customers are dropping off and can quickly address the issue.

DECISION

Implementation options

Three areas of automation—depending on which business objective is currently a priority

SUPPORT

AI support

FAQ, order status, technical support. The bot handles 80% common tickets, forwarding complex cases to a live agent along with the full context of the conversation.

  • Automation of 80% of tickets
  • Instant response 24/7
INTERNAL

AI assistant

An internal tool for teams: IT Helpdesk, new employee onboarding, corporate knowledge base. A unified ecosystem where everyone gets an answer in seconds.

  • Corporate RAG
  • Support Automation

CHANNELS

Ways to Communicate with Clients

We bring all channels together into a single ecosystem. One bot—all points of contact with the customer.

Website

A chat widget for a website with UTM tracking and data transmission to analytics.

WhatsApp

The official WhatsApp Business API for direct communication.

Telegram

A bot in a channel or chat that supports buttons, media files, and payments.

Voice

Voice and text agent for incoming and outgoing calls.

Viber, Instagram, Messenger

Add additional channels as needed.

VOICE AGENTS

The human voice of artificial intelligence

Applic's next-generation voice agent — call automation with human-like naturalness.

VOICE CORE

Naturalness

Text-to-Speech technology with emotional support. Natural intonations, pauses, and emotional nuance—customers often can’t tell the difference from a real person.

  • Natural TTS
  • Emotion Detection
CONNECT

Integration

Order processing, appointment scheduling, and phone consultations—all fully synchronized with your CRM.

  • Full CRM Sync
  • API Orchestration

Ready to transform your business?

Order a free audit of your processes and get a personalized AI implementation strategy.

TECHNOLOGIES

Tech stack

Our stack includes proven AI frameworks and voice technologies—we select only state-of-the-art tools for building agents and integrating AI into companies' infrastructure.

OpenAI
GPT-4o
Anthropic
Claude 3.5 Sonnet
LangChain
LangChain
LangGraph
ElevenLabs (TTS)
Whisper (STT)
Deepgram
Python
Python 3.12
FastAPI
FastAPI
Docker
Docker
AWS
AWS / GCP
CI/CD Security

PLATFORM

Platform features

Technological basis for intelligent solutions

INTELLIGENCE

NLP / NLU Engine

98% intent recognition accuracy. The bot understands natural language, slang, and complex phrasing—not just clear-cut commands.

  • 98% Intent Accuracy
  • Entity Extraction
HYBRID

Human Handoff

Seamless transfer to a live agent while preserving the context of the entire conversation. The customer does not have to repeat the question.

  • Seamless Escalation
  • Context preservation
AUTOMATION

Workflows

Complex workflows: order verification, registration, payment. Full integration with CRM, ERP, and external APIs.

  • Logic Automation
  • API Integrations
SECURITY

Enterprise Security

GDPR, CCPA, AES-256 encryption. Your data is never used to train public models.

  • Data Privacy
  • GDPR Compliance

ARCHITECTURE

AI and architecture

The core of the system is an LLM (GPT-4o, Claude 3.5 Sonnet, Gemini) combined with a RAG architecture. The bot doesn't make up answers—it finds them in your knowledge base and verifies them using vector search.

LLM CORE

Reasoning Model

A large language model analyzes the query, builds a context, and generates a response. Supports GPT-4o, Claude, Gemini.

  • Multi-LLM Engine
  • Context Awareness
MEMORY

Vector Search (RAG)

Context grounding - each answer is checked against the company's vector knowledge base. Guaranteed accuracy.

  • Knowledge Grounding
  • Vector Embeddings
LOGIC

Orchestration

The agent independently performs a chain of actions: API request, CRM check, sending a message to the client.

  • Autonomous Workflows
  • Tool Interaction

Comparison.

Usage scenarios: Voice vs. Chat

Different tasks — different channels. Here’s the optimal allocation

SCRIPTCHAT BOTVOICE AGENT
Booking a table/visitYes (buttons)Best (phone)
Technical support (FAQ)The best (screenshots)Yes (basic)
Cold calling / SurveysLow conversion rateBest (activity)
Delivery statusConvenientQuick

SECURITY

Security and privacy

Customer data is protected at every level: Private Cloud, AES-256 encryption, and SOC 2 audits. GDPR and CCPA compliance are included by default.

ENTERPRISE GATE

Data protection

Full anonymization of PII data before processing and AES-256 encryption for data storage.

  • GDPR & CCPA Compliance
  • AES-256 Encryption
INFRASTRUCTURE

The architecture of trust

Isolated Private Cloud environments and regular security audits according to SOC2 standards.

  • Private Cloud Deployment
  • SOC2 Infrastructure

Your data is never used to train public AI models. You own 100% of the intellectual property.

KNOWLEDGE GATE

Safe learning: Knowledge Base

The bot responds solely based on your documentation—no hallucinations or made-up facts. You control the knowledge sources, their priority, and the rules for updating them.

PRECISION

Zero Hallucinations

AI does not invent facts. Hallucinations are excluded as the answers are based only on your documentation.

  • Knowledge Grounding
  • Strict Context Control
CONTROL

Full control

You have 100% control over the sources of knowledge and the prioritization of corporate information.

  • Source Prioritization
  • Real-time Updates
HYBRID

Automatic Handoff

An unknown request is instantly transferred to the operator with the full context of the previous dialog.

  • Human-in-the-loop
  • Context Preservation
EVOLUTION

Continuous training

Each new correct answer of the operator automatically adds to the knowledge base of your system.

  • Continuous Learning
  • Feedback Loops

Process

How We Work

Our approach is "Pilot-First": first, a quick launch using real data, then scaling up. No months of development in the dark.

01

Launch of the pilot version

We deploy a prototype in 1–2 weeks using a limited dataset. You can see the accuracy and ROI even before the full launch.

starting at €3,000
02

In-Depth Data Analysis and Audit

We analyze all sources of knowledge: FAQ databases, documentation, and chat logs. We identify gaps, duplicates, and conflicts—so that the bot provides accurate responses.

Audit
03

Strategy and Solution Architecture

We design the architecture to fit your infrastructure: which LLMs to use, how to build a vector database, and where to deploy the system—in the cloud or on-premise.

Strategy
04

Development of an Intelligent System

We implement a full-scale system that supports multi-agent workflows, integrate the APIs of your systems, and configure communication channels.

Production
05

Launch into production and implementation

Production launch, staff training, and full migration of corporate knowledge. We provide support during the first few weeks of operation and promptly resolve any issues.

Launch
06

System Development and Scaling

Support, model retraining, and expansion into new business verticals. The system becomes more accurate with each passing month.

Scaling

Casey

Our case studies on developing AI chatbots and voice agents

Real Problems - Real Solutions

Marichka AI Chatbot
SaaS / AI
AI Chatbot

Marichka

Subscription model

SaaS / AIType
SubscriptionModel

SaaS-based AI online chatbot—a conversational chatbot for automated lead qualification: it communicates via websites and messaging apps, transfers data to the CRM, and tracks conversation analytics.

Communication via the website and messaging apps
Automated Lead Qualification
Data Transfer to CRM
Dialogue Analysis
→

Results after the first month: 24/7 processing of inquiries without manager involvement, a 40% increase in qualified leads.

FAQ

Frequently Asked Questions About the AI Chatbot and Voice Agent

How much does a chatbot for business cost?

⌄

The cost depends on the number of channels, the complexity of the business logic, and the scope of integrations. A pilot version starts at €3,000. We provide an accurate estimate after a free audit of your processes—this usually takes 1–2 days.

What does developing an AI chatbot for business involve?

⌄

Applic’s AI chatbots cover the entire lifecycle: architecture design, knowledge base development, integration with CRM and communication channels, configuration for call transfer to an agent, testing, launch, and support. You receive a turnkey product, not just a technical solution.

Which business sectors are chatbots suitable for?

⌄

E-commerce, healthcare, logistics, real estate, financial services, B2B consulting, education—any industry where there are recurring inquiries. An AI-powered online chat is equally effective for an online store handling 100 orders a day as it is for a corporate help desk serving thousands of employees.

Is an AI chatbot a good fit for small businesses?

⌄

Yes. The pilot version is available to small businesses—and it’s often small businesses that see the most significant impact. An AI-powered online chat bot replaces 1–2 support agents. An AI bot allows a small team to compete with larger companies in terms of service quality.

How do I order a chatbot and a voice bot for my business?

⌄

Email or call us—we’ll schedule an audit and ask the right questions before you even sign the contract. From the very first call, it will become clear which format suits your business and when you can launch a pilot. Whether it’s an AI chatbot, a voice agent, or a hybrid system—we’ll find the best solution for your needs and budget.

CONTACTS

Shall we discuss your project?

Submit a request, and we will contact you for a free assessment of your project