Lightray AI delivers practical AI automation that helps growing companies cut manual work and grow. We develop custom AI agents with clear guardrails and an audit trail, streamline the repetitive work running across your existing tools — n8n, HubSpot, Notion — and turn paperwork and inbound documents into validated, structured data. Our team also handle CRM migrations and system integrations and provide AI strategy consulting that pinpoints where automation pays off and what to build first, with every project handed over documented and fully owned by the client.