Company
A compact research and engineering firm.
Semantiv exists to develop better agentic architectures and apply them to systems where the outcome matters.
One practice
Research informs the system. The system pressures the research.
Public foundations, internal tools, and field engineering reinforce one body of agentic systems judgment. Claims stay bounded by what is shipped, demonstrated, or still being explored.
Ariel Azoulay · Founder & CEO
A systems background across research, product, and engineering leadership.
Ariel's work spans scientific computing, applied language technology, real-time media, data systems, enterprise analytics, consulting, and engineering leadership.
He previously led engineering teams at Moody's Analytics and product delivery at ThoughtWorks, with earlier work at Nokia, Platora, Outbrain, and Carnegie Mellon.
Serious systems begin with precise questions.
Tell us which part of the architecture still resists a clear answer.