@iarafah2Founder & CEO, CordaPoint
CordaPoint
Hey everyone, Arafah here — Founder of CordaPoint!
👋 What we’re building:
We’re building Cordapoint, a native verification layer and specialized talent pipeline connecting global enterprise AI labs with vetted native Arabic speakers. We provide high-accuracy, dialect-specific Arabic data (Levantine, Egyptian, Gulf, and MSA) for RLHF rating, prompt-response pairing, toxicity detection, and speech/audio processing. Beyond data quality, we focus on ethical, transparent data labor—building sustainable careers and direct payment infrastructure for skilled, underserved talent in MENA region.
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Comments2
Splitting Arabic into Levantine, Egyptian, Gulf and MSA is what will get CordaPoint in the door at the big labs, since most large labeling vendors still sell Arabic as one language. I'd keep the fair pay and direct payment story as the second reason to buy, because enterprise teams usually choose on quality first and then use the ethics to get the deal approved internally.
Spot on, Ryan! Couldn't agree more. Dialect specialization (Levantine, Egyptian, Gulf, MSA) is our core technical moat against generic labeling vendors who treat Arabic as a monolith. Framing high-fidelity quality first—backed by our ethics & fair pay story to smooth internal procurement—is exactly how we're positioning our enterprise pilots. Appreciate the great callout!
2 comments
Splitting Arabic into Levantine, Egyptian, Gulf and MSA is what will get CordaPoint in the door at the big labs, since most large labeling vendors still sell Arabic as one language. I'd keep the fair pay and direct payment story as the second reason to buy, because enterprise teams usually choose on quality first and then use the ethics to get the deal approved internally.
Spot on, Ryan! Couldn't agree more. Dialect specialization (Levantine, Egyptian, Gulf, MSA) is our core technical moat against generic labeling vendors who treat Arabic as a monolith. Framing high-fidelity quality first—backed by our ethics & fair pay story to smooth internal procurement—is exactly how we're positioning our enterprise pilots. Appreciate the great callout!