Service

AI Integration & LLM Consulting

You don't need to rebuild your stack to use AI. We integrate language models into your existing product or internal tools — the right way, not the generic-chat-box way.

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Common use cases

Where this fits

Internal knowledge search

Ask questions over your docs, tickets, and internal wikis in plain language.

Inbox & ticket drafting

AI-drafted first-pass replies for your team to review and send.

Structured extraction

Turn emails, PDFs, and call transcripts into clean, structured data.

In-product AI features

Add AI capability to your own software product for your customers.

Before we write a line of code

What we work through with you

These are the decisions that determine whether an integration is reliable and cost-effective a year in — not just impressive in a demo.

  • Which model is right for the job — and why bigger isn't always better
  • Where your data goes, how it's retained, and your contractual protections
  • What happens when the model gets it wrong — validation and human review
  • Cost and latency trade-offs at the volume you'll actually run

Have a product or internal tool in mind?

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