Can you build a GPT chatbot for business support?

Yes. We build GPT-powered assistants for support, onboarding, and FAQ handling.

Do you implement RAG document search?

Yes. We build retrieval-based assistants that answer from your docs and knowledge base.

Can AI assistant connect to CRM or helpdesk?

Yes. We integrate with CRM/helpdesk to create end-to-end workflows.

How much does LLM integration cost?

Cost depends on channels, data complexity, and workflow scope.

How long does AI assistant implementation take?

Most products take 2-8 weeks depending on use-cases and integration depth.

Do you add safety controls and fallback logic?

Yes. We implement guardrails, confidence thresholds, and human escalation paths.

Can AI assistant summarize requests and classify tickets?

Yes. We automate classification, summarization, and response drafting.

Do you provide ongoing optimization support?

Yes. We provide iterative improvements based on quality and business metrics.

Can you work with sensitive business knowledge?

Yes. We design access boundaries and data handling policies per your requirements.

AI Assistant & LLM Integration Services

Q: What is included in AI assistant development?

We build assistant logic, connect data sources, integrate channels, and implement monitoring and guardrails.

AI assistant development for business: LLM integration, GPT chatbot, RAG knowledge base, support automation, and CRM-connected AI workflows.

Quick links: Pricing and timeline • Frequently asked questions • Cases • Support • Request estimate via form

Fast qualification

We clarify the scope, estimate effort, and propose a realistic delivery plan

After coming from an article, you do not need a full technical brief. Share the business goal, current state, and desired result.

Scope before budgetAnalytics and SEO included in planningPost-launch support

Get an estimate View pricing

What is included in AI assistant development

AI assistant development for internal and customer use
GPT-powered chatbot integration in web and messaging channels
RAG chatbot with document and knowledge-base search
AI support automation for repetitive requests
Lead qualification assistant with CRM handoff
Prompt and guardrail design for consistent responses
AI workflow orchestration with business rules
Monitoring and quality evaluation for AI answers

Who this is for

Support teams with repetitive request patterns
Sales teams requiring first-line lead qualification
Products with large documentation base
Service companies wanting faster response times
Teams adopting AI automation with governance

What you get

Production-ready AI assistant
Connected knowledge base and retrieval flow
CRM/helpdesk integration layer
Prompt/guardrail and fallback logic
Performance and quality monitoring setup
Support plan for continuous improvement

Delivery process

Use-case definition

Define jobs-to-be-done and risk boundaries

Knowledge architecture

Prepare sources and retrieval strategy

LLM integration

Implement assistant logic and channels

Governance and QA

Validate safety, accuracy, and escalation

Launch and iteration

Monitor outcomes and improve over time

Timeline and pricing

Pricing

AI chatbot or GPT assistant

from €800

Assistant for website, Telegram, or an internal workflow with clear scenarios, prompts, and integrations.

RAG / knowledge assistant

from €2,000

Search over documents, knowledge base, or company content with controlled answers and source references.

AI workflow automation

from €3,500

AI logic inside a business process: classification, response drafting, integrations, and review steps.

Tech stack and integrations

OpenAI APIRAG pipelinesVector databasesCRM/helpdesk APIsNode.js/NestJS