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AI Integration Services

AI development and integration services — LLM, machine learning and automation
AI development and integration services — LLM, machine learning and automation
AI development and integration services — LLM, machine learning and automation
AI development and integration services — LLM, machine learning and automation
Open-source and self-hosted models
Claude
Azure
Gemini
ChatGPT
We work with:
We integrate AI into the software you already run: CRM, ERP, email and documents. We also build new AI features from scratch.

Whether you need a quick MVP or a full production system, we handle it end to end, from the first prototype to something your users rely on every day.
Top Clutch.co Artificial Intelligence Company
Top Clutch.co Chatbot Development Company
Top Clutch.co Machine Learning Company
Top Clutch.co Voice AI Company

Who it is for

Who Our AI Integration Services Are For

Companies that already have software and data, and want AI to work inside them instead of in a separate chat window.

Companies with a CRM or ERP full of data

Your team copies information between systems and looks things up by hand.

We: connect AI to the systems you already use, through their APIs.

Teams buried in documents and email

PDFs, invoices, contracts and requests that someone has to read, sort and answer.

We: extract the data, summarise it and route each request to the right person.

Products that need an AI feature

You want AI inside your app, not as a separate tool your users have to open.

We: build it into your interface and backend, with logs, monitoring and fallbacks.

AI Development

What We Build With AI

Not sure which of this applies to you? Start from the problem, not the technology.

Want customers to talk instead of type?

Voice & Multimodal AI

Speech-to-text, voice assistants, and image or video understanding, built directly into your product.

Drowning in tickets, reviews, or documents?

Text Analysis & Summarisation

Automatically tag, summarise, or route large volumes of text at scale.

Hello 你好 Привет Hola Ciao

Selling in more than one language?

Multilingual AI Features

Serve every market in its own language, without maintaining separate content.

Can your team actually find anything?

Intelligent Internal Search

Replace keyword search with AI that understands what people are looking for.

Tired of digging through your own docs?

Document Q&A (RAG)

Ask in plain language, get answers pulled directly from your own documents.

Need an assistant that does real work?

AI Assistants & Chat Interfaces

A branded assistant that handles real tasks, not just scripted replies.

AI Integration Into Existing Systems

Our solutions are designed to work reliably in production environments, with proper logging, monitoring, and fallback mechanisms.

Internal tools and admin dashboards

Backend services and APIs

Web and mobile applications

AI rarely works as a standalone component. We integrate AI directly into:
AI-powered search, summaries, and suggestions built into the tools your team already uses every day.
AI logic exposed as clean, documented APIs your existing backend can call directly.
AI features embedded directly into your product's UI, not bolted on as a separate tool.
AI website integration glass modern
AI Development

AI That Talks to Your Customers

Five use cases, five real exchanges. Not mockups. Scroll inside the frame to see each one. Need a ready assistant for your website or WhatsApp? See our AI chatbot development services.

Customer-facing AI
You2:14 PM

Do you have this in a larger size?

AI2:14 PM

Yes, size L is in stock. Add to cart?

Internal Knowledge Base
You3:31 PM

What's our refund policy for enterprise clients?

AI3:31 PM

Full refund within 30 days, per section 4.2.

Workflow Automation
You4:02 PM

Can you check the status of invoice #4521?

AI4:02 PM

Approved, scheduled for payment Friday.

Decision Support
You5:10 PM

Which region underperformed last quarter?

AI5:10 PM

APAC, down 12%. Mainly delayed shipments.

Voice AI
Caller5:47 PM

I need to reschedule my appointment to Thursday.

AI5:47 PM

Done. Thursday 2 PM is confirmed. Anything else?

Client feedback

What Clients Say About Our AI Integration

Verified reviews from companies that worked with us.

★★★★★Sortlist

“The collaboration helped us improve efficiency in our systems and implement AI-driven processes that reduced manual workload. Their technical approach was practical and reliable.”

A. PichardoCEO · Squalify
★★★★★Sortlist

“They explained complex things in simple way and implemented solutions that really worked for our processes. … Their knowledge in AI integrations and fintech solutions was strong and helpful for our company.”

J. LecotCEO · Eurojob Consulting
★★★★★Sortlist

“They were very structured in their approach and demonstrated strong technical understanding, especially in AI integrations.”

O. FreierCEO · HINTE Expo & Conference

Our clients

SubWise logo
Upwork logo
Nexi logo
Audi logo
Finverse logo
Nordisk Regnskab logo
Chainweb client logo
Avon logo
Ecoverde logo
Condominio 24 logo
Upwork logo
Nexi logo
Finverse logo
Nordisk Regnskab logo
Chainweb client logo
Audi logo
Avon logo
SubWise logo
Ecoverde logo
Condominio 24 logo
AI cybersecurity services by Chainweb
AI Security

AI Security: Built to Resist More Than Just Prompt Injection

Every AI system we ship goes through the same security discipline as the rest of your infrastructure. It's not bolted on afterward.

  • Prompt injection defenseInput sanitization and guardrails against malicious or manipulated prompts.
  • Output validationAI responses are checked before they reach a user or trigger an action.
  • Data isolationYour data stays yours. It's never used to train shared or third-party models.
  • Access control & audit logsFull visibility into who queried the system, and what it returned.
  • Adversarial testingWe red-team the system before launch, not after something breaks.
  • Compliance-readyGDPR-compliant by default, with practices aligned to other regional and industry frameworks (HIPAA, SOC 2, and similar) depending on your sector.
Explore Cybersecurity Services

The AI Integration Stack We Work With

Models, platforms, and frameworks — picked per project, not locked to one vendor.

Claude logo
Claude
Anthropic — Text Generation
ChatGPT logo
ChatGPT
OpenAI — Text Generation
Gemini logo
Gemini
Google — AI Integration
Azure AI logo
Azure AI
Microsoft — Cloud AI
Mistral AI logo
Mistral AI
Text Generation
Claude logo
Claude
Anthropic — Text Generation
ChatGPT logo
ChatGPT
OpenAI — Text Generation
Gemini logo
Gemini
Google — AI Integration
Azure AI logo
Azure AI
Microsoft — Cloud AI
Mistral AI logo
Mistral AI
Text Generation
TensorFlow logo
TensorFlow
Machine Learning
PyTorch logo
PyTorch
Deep Learning
Keras logo
Keras
Neural Networks
Clarifai logo
Clarifai
Image Recognition
TensorFlow logo
TensorFlow
Machine Learning
PyTorch logo
PyTorch
Deep Learning
Keras logo
Keras
Neural Networks
Clarifai logo
Clarifai
Image Recognition
ElevenLabs logo
ElevenLabs
Voice Synthesis
Vapi logo
Vapi
Voice AI Agents
Whisper logo
Whisper
Speech Recognition
DataRobot logo
DataRobot
Automated ML
ElevenLabs logo
ElevenLabs
Voice Synthesis
Vapi logo
Vapi
Voice AI Agents
Whisper logo
Whisper
Speech Recognition
DataRobot logo
DataRobot
Automated ML
AI Development

Beyond the Chatbot: More AI Integration Use Cases

AI development covers a lot more than conversation. Here's some of what else we build.

Structured data extracted from invoices and contracts
Document Processing

Data Out of Documents

Structured data pulled automatically from invoices, contracts, and forms.

AI content generation built into a SaaS product
Content Generation

Built Into Your SaaS

AI content generation as a native feature inside your product, not a separate tool your users have to leave for.

Predictive analytics forecast dashboard
Predictive Analytics

Forecasts, Not Guesses

Demand, churn, or performance forecasts built from your existing data.

AI-generated product visual matched to brand guidelines
Image Generation

On-Brand Visuals, Generated

Product shots and ad creative, matched to your brand guidelines.

Conversational AI chat and voice assistant
Conversational AI

Chat & Voice

See real examples above ↑

Personalized recommendations tailored to each user
Personalization

Tailored, Not Generic

Recommendations and content matched to each user, not a one-size-fits-all feed.

Not Sure Which AI Service Fits?

Four ways we work with AI — pick what matches your project.

AI Chatbot & Assistant

Answers your customers 24/7 from your own content. Bookings and WhatsApp on the Business plan.

Learn more →

Agent as a Service

Deploy an autonomous AI agent that runs a task independently, 24/7.

Learn more →

AI Development & Integration

Add AI features into a product you already run or are building.

This page →

Workflow Automation

Automate a business process end to end, with or without AI.

Learn more →
AI Integration

ChatGPT, a Ready-Made Tool, or an Integration?

A fair question. Here is the honest version, including where you do not need us at all.

ChatGPT or Claude on Its Own

Free or about €20 per user a month

  • ✓Drafts, summaries and translations right away
  • ✓Nothing to set up
  • •Copy and paste: it does not see your CRM, email or documents
  • ✗No control over what data goes where
  • ✗Every person uses it differently
Good for One person working on their own texts and questions.

Ready-Made AI Tool

Monthly subscription, set up in days

  • ✓Works if your process matches what the tool does
  • ✓Quick to start
  • •Limited connections to your own systems
  • ✗Your data on their platform, under their rules
  • ✗Price grows with users or volume
Good for Standard tasks, like a FAQ chatbot or meeting notes.

Pricing

AI Integration Pricing

Test one AI feature on your data first, then build it into your product. The price depends on the data, the number of features and the security you need.

Always included

AI model choice (OpenAI, Claude, Gemini or open source on our servers) based on quality, cost and privacy

Written estimate of the monthly AI cost (tokens) before we start

GDPR check: what data goes to the model, EU servers, data processing agreement

Fixed price in writing, no surprises

Analysis of the use case and your data

Rules and limits: what the AI can and cannot do

Testing on your real data: we check the AI does not make things up

Documentation and 30 days of support

One AI feature

from €990

1–2 weeks · the price depends on how many systems are involved

What you get:

  • ✓One AI task, e.g. summaries, data extraction from PDFs and invoices, document search, draft replies, request routing
  • ✓Connected via API to your software, even to several systems if the task needs it
  • ✓Tested on difficult and unusual cases before it goes live

Not included: changes to your software beyond the connection point, new screens, AI usage costs

Get a quote
Most requested

Integration into your product

€3,000–9,000

Indicative range: depends on the number of features, documents and security needs

Everything in the single feature, plus:

  • ✓Several AI features in the same product
  • ✓Answers from your documents with sources (RAG)
  • ✓Role-based access and activity log
  • ✓Data protection: anonymisation of personal data, AI Act check
  • ✓Cost control: spending limits, cheaper models where they are enough
  • ✓Training for your team

Not included: AI usage costs, building a new product from scratch (→ MVP)

Get a quote

Maintenance

€90–290/month

The price depends on the number of features.

  • ✓Quality and cost monitoring, monthly report
  • ✓Upgrades to new models, tested first
  • ✓Fixes when providers change their APIs
  • ✓Small improvements every month
Get started

You pay for AI model usage directly to the providers, with no markup. It usually costs a few cents per request: we give you the exact estimate in writing before we start.

Launch partners
−20% as a launch partner, until 31 December 2026

On projects from €5,000: you pay 20% less, and in return we publish your project as a case study and you review us on Clutch.

Valid only for new projects confirmed from 12 October 2026. Not combinable with other offers. You give us a 20-minute interview for the case study and permission to show your logo.
Become a launch partner

Designed with a Data Protection Officer on the team, not reviewed by one at the end.

Alina Voroncova
Alina VoroncovaDPO · CHAINWEB

FAQ

AI Integration FAQ

AI Development & Integration

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