Website AI assistant
answers using your services, prices, cases and FAQ
CoreLab / AI integrations
AI integrations for websites, CRM systems and business workflows
AI integration services for business: AI assistants, ChatGPT integration, RAG knowledge search, CRM summaries, content generation and workflow automation.
from $2,000from 2 weeksOpenAIRAGCRMKnowledge baseAutomation
We integrate AI into existing business systems: websites, web apps, CRM platforms, support workflows, internal knowledge bases and mobile applications. The goal is practical automation, not a standalone chatbot with no business context.
Decision signals
AI use cases
Knowledge-base search
retrieves answers from documents, policies and internal notes
CRM assistant
summarizes leads, classifies requests and drafts replies
Content workflows
generates drafts for listings, emails, articles and support messages
How we work
01 / Architecture
Model keys and private data stay behind the backend
We use a backend-mediated integration so the frontend never exposes model keys or unrestricted access to private context.
OpenAI, Anthropic, Gemini or compatible APIs
retrieval from documents, pages or structured data
usage limits, logs and cost monitoring
human fallback for risky or uncertain actions
02 / Quality
AI answers need controlled context
The assistant should know the service scope, pricing, limitations and next steps. We prepare the knowledge source and test prompts before launch.
service knowledge and FAQ preparation
prompt and system instruction design
answer evaluation on real user questions
improvement loop based on logs
03 / Integration
AI should connect to the workflow after the answer
A good AI assistant can collect a lead, summarize it, send it to the CRM, notify a manager and preserve the conversation context.
lead forms and CRM handoff
Telegram, email or Slack notifications
admin tools for editing knowledge
analytics for conversion and unanswered questions
Good fit
Best starting point
Start with one workflow where AI can save time or improve conversion: support answers, lead qualification, CRM summaries or internal knowledge search.
you have repeat questions from customers or managers
you have documents or service pages AI can use as context
you need AI connected to forms, CRM or notifications
you want cost and quality controls from day one
FAQ
FAQ
Can you integrate ChatGPT into an existing website?
Yes. We usually add a backend proxy, knowledge source, prompt controls, logs and lead handoff instead of placing a raw model call in the frontend.
Do we need to fine-tune a model?
Most business use cases do not require fine-tuning. Retrieval augmented generation is usually enough: the model receives relevant context from your data and answers using it.
Can AI work with our CRM data?
Yes, if access is designed carefully. We can restrict what the model sees, log requests and keep sensitive actions behind explicit user confirmation.
Project brief
Send the AI workflow you want to automate
Tell us what data AI should use, where the answer should appear and what should happen after the answer.
Timeline
from 2 weeks
Budget
from $2,000