ROX RESEARCH

The applied Al lab for autonomous revenue. We build specialized models, agent infrastructure, & evaluation systems to make autonomous revenue execution real.

G. GOEL (2026)

How we build agents at Rox

How Rox optimizes inference across structured revenue workflows, reducing compute cost while preserving the speed and accuracy required for intelligent account execution.

S. Kumar Manavasi Lakshminarayanan (2026)

Capturing context for revenue orchestration

How Rox gathers, structures, and maintains account context so Al agents can reason across signals, history, stakeholders, and next-best actions.

H. SHARMA (2026)

How We're Building Unified Governance Engine

A framework for designing Al agents that can research accounts, prioritize opportunities, recommend actions, and support revenue teams at enterprise scale.

G. GOEL (2025)

Why Revenue Agents are Uniquely Hard to Build

How Rox models companies, people, signals, opportunities, and activity into a connected intelligence layer for autonomous revenue execution.

Build the future of revenue intelligence

Help us build the models, agents, and intelligence systems powering the next generation of autonomous revenue execution.

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