Faida made it through review.

Faida Load Check passed OpenAI review and is live in the ChatGPT directory as of May 28, 2026. Nine days from submission to published.

What Faida does.

It is a load and delay decision aid for small carriers and owner-operators. A driver gets a broker offer, opens ChatGPT, and runs the numbers through Faida before answering. Load-offer checks, delay math, broker wording, and counter-rate thinking from redacted facts.

The free rate-per-mile calculator runs in the browser with no login. When a carrier needs more than a quick check, the paid lane is a $5 single read or a $25/month beta pass through Stripe, with a redacted web intake on Ni Biashara.

Why the review mattered.

Submitting for review forced the product to be specific. Real privacy language, real terms, a working MCP endpoint, a demo recording, and a product page that told the truth about what Faida does and does not do. The review process was the quality gate.

OpenAI review asks the same questions a customer asks: what is this, what does it do, can I trust it, and what happens when I use it? Passing review means those answers held up under external scrutiny.

The paid side stays on the web.

Quick checks are free in ChatGPT. When a carrier needs a deeper read on a messy load offer or a detention situation, they move to the Ni Biashara web intake with Stripe checkout. That separation keeps the ChatGPT app clean and the paid work properly receipted.

What this means for the studio.

Faida is the first Ni Biashara product to clear an AI app directory and go live. It proves the ChatGPT app pipeline works: build the MCP endpoint, ship real tools, submit honest copy, and let the review process do its job. More products are in that pipeline now.