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Lightray AI, LightrayAI builds practical AI automation that helps growing companies cut manual work and grow. We create AI assistants trained on your own documents and processes with human approval steps and an audit trail, automate the repetitive work running across the tools you already pay for — Make.com, HubSpot, ClickUp — and convert invoices, forms and statements into clean structured data your systems can actually use. Our engineers also take on CRM migrations and system integrations and offer AI readiness and strategy consulting to show where AI is worth the money, where it is not, and what to build first, so each process ships documented and owned by you.