FAQ
Frequently Asked Questions
Get instant answers to common questions about our services, pricing, timelines, and process.
AI & Automation
Vercel AI SDK, Anthropic Claude, RAG over your data, evals in CI. Where AI features add value, where they add bugs, and how we route models to control cost.
Can you build AI-powered features?
Yes. Chatbots, assistants, RAG systems, custom integrations with OpenAI, Anthropic, and open models. The tooling in this space moves fast, so scope and price for these features need to be talked through specifically. Reach out and we'll spec it.
Do you fine-tune models?
We use fine-tuning when needed, but often RAG and prompt engineering deliver great results at lower cost. We choose based on your use case.
How do you handle AI costs?
We design for cost efficiency: caching, prompt optimization, and hybrid approaches. We'll estimate ongoing AI costs in the proposal.
What about AI compliance and safety?
We follow best practices for output filtering, user consent, and data handling. We can align with your compliance requirements.
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