Amicon · amicon.ai
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Service · Artificial intelligence integration

AI that amplifies your product

We integrate LLMs, assistants, knowledge search, content generation and computer vision. From prototype to production with predictable costs and quality control.

AI products by Amicon
Models & tools

We pick models for the task and the budget

Cloud APIs, open-source on your own infrastructure, multimodal models — whatever works in your scenario.

GPT · Claude · Gemini

Top LLMs via Vercel AI Gateway: chat assistants, classification, data extraction and summarization.

Llama · Mistral · Qwen

Open-source models on your own servers when data privacy and cost control matter most.

RAG & vector search

Search across your company knowledge base with pgvector, Pinecone and Qdrant — with citations.

Agents & tool calling

AI agents that operate your APIs: book, calculate, update the CRM and run end-to-end scenarios.

Images & voice

Image generation and editing, speech synthesis and recognition, meeting transcription.

Evals & observability

Quality metrics, prompt A/B tests, logs and tracing through LangSmith and Helicone.

Implementation stages

A transparent path from hypothesis to production

01

Task analysis

We refine the scenarios, define quality metrics and estimate the business impact.

02

Prototype & validation

We build a prototype on the best available models, validate on real data and align on results.

03

Integration & tuning

We embed AI into the product, set up RAG and tool calling, and fine-tune models when needed.

04

Launch & monitoring

We ship to production, track quality and cost, and iterate on prompts based on real data.

Use cases

Chat assistants

Customer support, sales and onboarding around the clock.

Knowledge search

RAG over your company documents with citations and sources.

Process automation

Data extraction, reports, ticket classification and routing.

Content & media

Texts, images, voice and translation across many languages.

Ready to launch a new project?

Tell us about your idea — we will come back with a proposal and an estimate within one business day.