“A chatbot answers questions in text.
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“AI agents integrate as a sidecar service inside your SaaS.
“AI agents start from $3,000; the final price is set on a written scope.
“Prompt engineering: when the task is general and the model already knows enough.
“You can build a demo that way in an afternoon — and it will work in the demo.”
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What is an AI agent and how is it different from a chatbot?
View in the company profile“A chatbot answers questions in text. An AI agent takes actions.”
How do AI agents integrate with SaaS applications?
View in the company profile“AI agents integrate as a sidecar service inside your SaaS. They authenticate with your existing user system, call your existing APIs through function calling, read from your existing database, and emit events into your existing workflow engine.”
How much does it cost to build a custom AI agent?
View in the company profile“AI agents start from $3,000; the final price is set on a written scope. Multi-agent systems with orchestration and human-in-the-loop are priced higher on that same scope. Ongoing LLM API costs depend on usage — typically $200 to $5,000 per month. We provide a full cost projection in week one before any production work begins.”
RAG vs fine-tuning vs prompt engineering — when do I use which?
View in the company profile“Prompt engineering: when the task is general and the model already knows enough. Cheapest, fastest.”
Can't I just build an AI agent myself with a no-code agent builder or a custom GPT?
View in the company profile“You can build a demo that way in an afternoon — and it will work in the demo.”
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