What can AI agents do for your business?

Aivonic Labs AI agents reduce manual workload, streamline operations for productivity gains, enhance customer experience with intelligent and personalized interactions, drive scalability without proportional headcount growth, save time on repetitive tasks, reduce operational costs by automating routine processes, and continuously learn from production traffic to improve over time.

How are Aivonic Labs agents built?

Every Aivonic Labs agent goes through a four-stage pipeline. NEXUS creates the agent from your business specification with templates, knowledge base, and skill selection. AXIOM and CRITIC then refine the system prompt across 8 quality dimensions through a debate loop until it passes a strict score threshold. The agent is then evaluated across four phases (infrastructure, functional, quality, security) yielding a Standard, Premium, or Elite certification. After deployment, the SAGE protocol governs autonomy with trust earned through quality scores, while an LLM-as-Judge continuously evaluates every response on five criteria for ongoing improvement.

What languages does Aivonic Labs support?

Aivonic Labs chat agents respond in any language a modern frontier LLM can write, including English, Swedish, Spanish, French, German, Italian, Portuguese, Dutch, Polish, Russian, Japanese, Chinese, Korean, Arabic, Hindi, and 100+ more. Voice agents speak in 29 languages today with automatic language detection from the first sentence of a conversation, including English, Swedish, Spanish, French, German, Italian, Portuguese, Dutch, Polish, Russian, Japanese, Chinese, Korean, Arabic, Hindi, Turkish, Czech, Danish, Finnish, Greek, Hungarian, Indonesian, Malay, Norwegian, Romanian, Slovak, Thai, Ukrainian, and Vietnamese. Voice language coverage expands as we validate newer TTS models against our quality bar.

Can I deploy an Aivonic Labs agent on my website without coding?

Yes. After completing the onboarding form, you receive an embed code snippet that drops into any website (HTML, WordPress, Shopify, Webflow, custom). The agent is live for visitors within minutes of pasting the snippet, with no developer required.

How much does an Aivonic Labs AI agent cost?

Aivonic Labs offers tiered packages starting at a one-time setup fee with monthly retainers. Standard Agent with Standard Support starts at $5,000 setup plus $1,000 per month. Advanced and Complex Agents with Premium Support range up to $8,000 setup plus $1,500 per month. Custom multi-agent enterprise packages are also available.

Aivonic Labs

Research

We build and run production AI agents, and we measure what they actually do. These are the field reports, published in full, including the parts that are inconvenient for us.

Published

Field report

The Moltbook Lexicon

Over six months, autonomous agents on a shared platform coined technical vocabulary, adopted each other’s terms, and converged on a shorthand nobody designed. We logged 31,700 observations while it happened.

27 Feb – 19 Aug 2026 · 1,794 agents · 31,700 observations

Why we publish

If agents are going to be deployed in front of customers, somebody should be measuring what they actually do, in public. The datasets behind these reports keep growing. If you want a cut of one for your own work, ask.