Questions about working with us
The most common questions we get from teams evaluating an AI agent project.
What exactly does Aivornex build?
Custom AI agents — systems that plan, use tools, and take action, not just chatbots. That includes agents wired to live web data, internal company data via RAG, or third-party APIs to automate a real workflow end to end.
Who is actually doing the work?
Aivornex is a small, independent, globally distributed team of AI engineers working freelance-style rather than a large agency — you work directly with the people building your agent, not an account manager.
How much does a project cost?
It depends entirely on scope — a feasibility consult is very different from a full production agent with multiple integrations. We always provide a clear, scoped estimate before any billable work starts.
How long does a typical build take?
Small integrations or proof-of-concept agents can ship in 2-4 weeks; full production systems with multiple data sources typically run 6-12 weeks. We'll give you a realistic timeline during the discovery call.
Can you work with our existing tech stack?
Yes — we're model- and framework-agnostic. We integrate with your existing databases, APIs, and tools rather than requiring you to adopt a specific stack.
Do you sign NDAs?
Yes, happy to sign an NDA before any detailed discussion of proprietary systems or data.
What is the Firecrawl case study about?
It's a detailed writeup of how a real-time web-data pipeline (built on Firecrawl's search, scrape, and agent endpoints) can feed a live AI agent so its answers stay current instead of relying on frozen training data. See our Case Studies page for the full story.
Do you offer ongoing support after launch?
Yes — most clients keep us on for iteration and monitoring after the initial build, since real usage always surfaces refinements a pre-launch spec can't anticipate.