Lightray AI delivers practical AI automation that helps growing companies cut manual work and grow. We build 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 day-to-day processes spanning your existing tools — Make.com, Pipedrive, ClickUp — and turn invoices, forms and statements into validated, structured data. Our senior US-based team also handle CRM migrations and system integrations and provide AI readiness and 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.