AI Integration & LLM Development for Business
AI is useful when it is attached to a real task: reading documents, drafting content, sorting requests or answering questions from your own data. We add those features to your products and internal tools, with clear costs and a human in the loop where it matters.
Everything it takes to ship well
Document and image processing
Extract menus, invoices, forms or product data from PDFs and photos into structured records.
Content generation
Drafts of pages, product copy or emails in your tone, ready for a person to review and send.
Assistants on your data
Search and question-answering over your docs, tickets or catalogue, with sources shown.
Classification and routing
Sort leads, emails or support requests automatically and send them to the right place.
Cost and quality controls
Budgets, caching, evaluations and logging, so you know what the AI is doing and what it costs.
Model choice
We use the model that fits the job, including Claude, Gemini and OpenAI models, and keep it swappable.
Things we build
- Turning a photo of a paper menu into a structured, bilingual web menu
- Generating a first-draft website for a business from its photos and reviews
- An assistant that answers customer questions from your own documents
- Automatic tagging and summarising of incoming requests
Good questions
Is my data used to train AI models?
We use providers' API terms that exclude your data from training, and keep sensitive data out of prompts where possible.
How much does running AI cost?
Usually cents per task. We set budgets and caching up front, and show you usage so costs stay predictable.
What if the AI gets something wrong?
We design for review: drafts go to a person, extractions are validated, and important actions need confirmation.