Lightray AI designs and ships AI and workflow automation that helps growing companies cut manual work and grow. We create custom AI agents that answer from your own documents and take real actions in your systems with guardrails and a full audit trail, streamline the repetitive work spanning your existing tools — n8n, HubSpot, ClickUp — and turn paperwork and inbound documents into clean structured data your systems can actually use. Our engineers also handle CRM migrations and system integrations and offer AI readiness and strategy consulting that pinpoints where automation pays off and what to build first, so each process ships documented and owned by you.
