Founded twice.
Sayari built a ~$100M ARR business by following Google’s playbook — but for economic security. First, a search engine for non-indexed records backed by tens of billions of documents. Then a knowledge graph connecting 1.5B+ entities and 3B+ relationships across the world’s corporate and trade records.
Now, the agentic system of work for economic security and risk. Every company is early stage again, whether they know it or not. We chose to confront that reality head-on.
If you sell judgment infrastructure, you have to be the first customer.
Every function inside Sayari runs on AI-native operating systems we built ourselves — what we call xOS. Not chatbots or copilots, but infrastructure: automated loops that monitor signals, produce outputs, and route them to the right people without anyone asking.
Three proprietary assets. One compounding advantage.
The commercial world model and the tradecraft that interprets it produced each other. The expertise was honed on this specific data, and the data was shaped by the expertise. Neither can be acquired independently because they grew together over a decade.
Commercial World Model
The definitive structured model of global commerce and the shadow economy that exploits it. 10.6B+ longitudinal records. 1.5B+ entities. 3B+ relationships. Full global coverage including China, secrecy jurisdictions, and ephemeral sources.
Domain Knowledge & Tradecraft
What “right” looks like for economic security analysis — and the ability to prove it. 1,000+ analytical reports. 300+ hours of expert walkthroughs. 650K+ lines of expert-built ontology. 67,000+ labeled decisions.
Compounding System of Work
The feedback apparatus that keeps both assets current and compounding. Captive analyst base, customer workflows, forward-deployed engineers, enterprise instrumentation. Every interaction sharpens the standard.
Platform shifts like the one we are in today force every company to confront the innovator’s dilemma. Sayari’s response: a dedicated team with assets from across the business, charged with a single question — if AI eats SaaS and data alone isn’t enough, what are we really selling? The answer — trust — redefined the company.
The judgment infrastructure for trustworthy AI in economic security and commercial risk.
The world’s financial and trade systems depend on the ability to verify who you’re doing business with. As sanctions, export controls, and supply chain regulations grow more complex, that verification problem becomes harder — and the cost of getting it wrong grows larger.
We operate in a world where there is real good and real evil. We show up every day to contribute towards the good. The companies that are inventing the future trust us to secure it.
Sayari: scout, traveler, one who follows paths
The word carries weight across many languages. Each root speaks to a dimension of what we do: following networks across borders, discovering what’s hidden, adapting to new terrain.
Three regions. Eight countries. 24-hour coverage.
The data we analyze spans every jurisdiction where commerce flows and risk hides. Building that capability requires a team with lived experience across the jurisdictions, languages, and regulatory systems our clients operate in.
The team building the world model
Investors who understand the intersection of national security, intelligence, and commercial data.
Awards and Recognition
Press Coverage
The world model is live. The judgment layer is coming.
Whether you’re securing the enterprise, protecting the mission, or building your career at the intersection of AI and national security – now is the time.