Building AI That Learns on the Job
Rilo is an AI agent that learns from every task it completes — getting faster, more accurate, and more valuable over time.
Mission
Eliminate repetitive knowledge work so teams can focus on judgment, strategy, and relationships. Rilo is built to handle the tasks that drain your best people — prospecting, reconciliation, screening, research — with an agent that improves continuously from its own execution history.
Milestones
Founded
Riloworks, Inc. incorporated.
Core agent architecture
Built the OODA-loop execution engine, multi-provider LLM integration, and browser automation framework.
Memory and learning system
Shipped closed-loop memory architecture — execution artifacts feed back into planning for continuous improvement.
Multi-tenant platform
Shipped org-isolated multi-tenancy with fail-closed credential handling and audit logging.
Security hardening
Hardened tools, execution engine, planner, secrets, memory, and ingress layers.
Values
No vaporware.
We build for production, not demos.
Customer-grounded.
We build for real operational problems.
Respect the operator.
We adapt to how your team works — not the other way around.
Join us
Engineers who want to solve orchestration at scale. Researchers who want their work to ship in production. Operators who want to define a new category.
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