AI Integration Services

AI integration services: assistants grounded in your content, document data extraction, summaries, classification and translation, with cost controls.

AI is most useful when it removes a specific, repeated task: answering the same questions, reading documents, sorting requests or summarising long text. I add practical AI features to your website, app or internal system, grounded in your own data and limited so costs and answers stay under control.

Good AI integration is mostly careful engineering: choosing the right model, giving it the right context, checking its output, protecting data and setting usage limits. I start with a small, measurable use case and expand once it proves its value.

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What AI Integrations includes

Use-case assessment
Assistants grounded in your data
Document and data extraction
Cost limits, logging and review

Who this service is for

Support teams answering the same questions repeatedly
Operations reading invoices, forms or reports by hand
Products that need search, summaries or translation
Businesses exploring AI without a large budget

How the work runs

Pick one use case and how success will be measured
Prepare the content and data the AI may use
Build the feature with limits, logging and review
Test answers against real examples
Launch, monitor quality and cost

Why work with me

Practical, measurable use cases instead of hype
Backend experience to connect AI with your real data
Cost limits, rate limits and abuse protection by default
Arabic and English content handling

Technologies

LLM APIs
Python
Laravel
Embeddings
REST APIs
Prompt design

AI Integrations: frequently asked questions

Will the AI make up answers?

The risk is reduced by limiting it to your own content and instructing it to say when it does not know; important outputs can be reviewed by staff.

Is my data safe?

We decide together which data the AI may see, and sensitive information can be excluded or masked.

How much does AI cost to run?

Usage is billed per request; I estimate the cost for your volume and add daily limits so it cannot run away.

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Start your project

Send a short description of what you need, and I will reply with questions, a suggested approach and an estimate.