Why Mardii exists.
In January 2025, OpenAI retired GPT-4o with 16 days notice. Thousands of production applications broke overnight. The teams that survived had one thing in common: they knew it was coming.
We built Mardii because AI vendor risk is the new operational risk. Every team building with AI needs to know when their providers change pricing, rate limits, policies, or deprecate models. The cost of being surprised is too high.
Mardii is vendor-neutral monitoring and intelligence. We don't sell AI services — we help you manage the ones you already depend on.