Aivonic AB

AI development company. We build AI agents, voice AI, automation, and custom solutions. Strategy through deployment.

[Aivonic AB @aivonic_ab]

What you just read isn't a product pitch. It's a deep dive into the technical decisions that shape the quality and reliability of AI agents. Follow and DM for more insights and discussions.

#AIagents #EngineeringDecisions

[Aivonic AB @aivonic_ab]

At Aivonic, we use retrieval over fine-tuning for company knowledge because retrieval can be updated in seconds, while fine-tuning takes days. This decision affects data freshness and agent reliability. Stay with me for the full breakdown.

[Aivonic AB @aivonic_ab]

These tradeoffs aren't just theoretical: they affect real-world outcomes for SaaS companies and digital agencies. Understanding them can help you make better decisions about AI in your business.

[Aivonic AB @aivonic_ab]

Buyers choose agents based on demos and marketing. Builders have no way to prove quality beyond claims. That's a strange gap.

[Aivonic AB @aivonic_ab]

AI agents are now talking to your customers. But there's no neutral way to know if an agent is actually any good. #ProvingGround

[Aivonic AB @aivonic_ab]

Follow and DM for more insights on how we're building a fair, independent benchmark for AI agents.

[Aivonic AB @aivonic_ab]

#AIAgents #IndependentStandard

[Aivonic AB @aivonic_ab]

There is no crash-test rating for AI agents. Buyers pick vendors on demos. Builders prove quality with marketing. Nobody has a neutral, objective measure of whether an agent is actually good.

[Aivonic AB @aivonic_ab]

Follow and DM for updates on the Proving Ground project. We're building the missing layer: an objective, third-party benchmark and certification for AI agents.