We build human-led AI workflows that give teams vision into complex information and confidence in every decision.
Specter runs on Nebula — the same document intelligence engine, applied to M&A.
"We're UrAI. Our mission is to Advance Humanity's Reach by transforming enterprise workflows with AI - unlocking the world's best talent to pursue greater ambitions, while helping enterprises transition to next-generation, AI-native workflows that deliver sustained competitive advantage in the AI era."
A diverse, international team from India, Japan, Bangladesh, Indonesia, Malaysia, South Africa, Australia, the US, and Spain — united by a mission to scale AI responsibly from Japan.
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Ur AI products are built to meet the standards that enterprise and institutional clients require.
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CertifiedService Organization Controls
In ProgressGeneral Data Protection Regulation
In ProgressHow a shared belief in innovation and AI sparked our journey.
""The West sparks 0–1 breakthroughs, Asia scales from 1–10 and transforms 10–100+. History proves it: cars (Benz & Ford → Toyota & Honda), EVs (Tesla → BYD), and the internet & SaaS (Google & Microsoft → Sundar Pichai & Satya Nadella driving scaling). Humanity thrives when the West invents and Asia scales."
Transformers, GPT, Gemini, Claude Code - the foundations of modern AI are being laid in the West. But for AI to truly fulfill its potential, Asia must now step up and scale it responsibly. The challenge ahead is ensuring AI evolves not only in capability, but also in service of humanity's progress.
UrAI was founded on the conviction that Asia must lead AI's next chapter. Headquartered in Japan, we assemble the best from India, Japan, Bangladesh, Indonesia, Malaysia, South Africa, Australia, the US, and Spain — drawing on experience from IIT Delhi, IIT Bombay, and IESE, and institutions like McKinsey & Company, Fujitsu, Woven by Toyota, and Laboro AI.
We see AI as an instrument - like electricity or the internet. Through Specter, we enable transparent, human-guided workflows that drive faster, better decisions. As these gains compound, humanity can pursue what once seemed impossible - from thriving companies on Earth to missions reaching beyond the Milky Way toward Andromeda.
Read how we build, validate, and deploy AI systems for enterprise workflows in Japan and beyond.
Read the blogFrontier LLMs fail at Japanese documents because Japanese mixes three scripts, omits spaces between words, and is often written vertically — pushing models’ error rates on vertical text roughly tenfold. Here is what makes Japanese documents unique, where the models break, and what actually works.
6 min read
AI capability is an organization’s ability to deploy, measure, and scale AI in a repeatable, value-driven way — not one-off projects, but an operating capability. Here is what it includes, the maturity stages, why most efforts stall in pilots, and how to build capability you can trust.
6 min read
A complete M&A due diligence checklist organizes the review into about 12 workstreams and 180+ items — from corporate records and financials to IP, data privacy, and environmental. Here is the full checklist, the red flags to watch, and how to work it faster.
6 min read
