We design and build AI agents for teams who need to ship, not just experiment.
Aivornex is an independent studio — a small, global collective of AI engineers — that partners directly with founders and teams to consult on, design, and build production-grade AI agents.
Consulting and hands-on build, end to end
AI Agent Consulting
Architecture reviews, feasibility studies, and build-vs-buy guidance for teams evaluating whether an agent is the right solution — and what shape it should take — before any code gets written.
Custom Agent Development
End-to-end design and engineering of production agents: planning loops, tool integrations, memory systems, and the guardrails that keep an autonomous system safe to run unattended.
Real-Time Data Integration
Wiring agents to live external data — web crawling and search (including Firecrawl-based pipelines), internal APIs, and databases — so agents reason over current information, not stale training data.
RAG & Knowledge Systems
Retrieval-augmented generation pipelines built around your own documents, product data, or knowledge base, so agent answers stay grounded and verifiable.
Workflow Automation Agents
Agents that take real action across your existing tools — CRM, support desk, spreadsheets, internal APIs — replacing manual multi-step processes with a supervised, auditable loop.
Ongoing Support & Iteration
Post-launch monitoring, prompt/model upgrades as the landscape shifts, and iterative refinement based on real usage rather than a one-and-done handoff.
A straightforward engagement process
Discovery call
We start with a short call to understand your goal, your data, and what "done" looks like — no obligation, no sales deck.
Scoped proposal
You get a clear written scope, timeline, and cost estimate before any work begins — no open-ended hourly billing surprises.
Build in the open
Regular check-ins and working demos throughout the build, not a single reveal at the end.
Ship & support
We deploy, hand over documentation, and stay available for the tuning every real agent needs after it meets real users.
A small studio, on purpose
Direct access to engineers
No account managers between you and the people actually building your agent.
Model & tool agnostic
We pick the right model and data pipeline for your problem, not the one we're locked into selling.
We also write the research
Our Insights section is written by the same people building the agents — not a separate marketing team.