Luminai

Luminai operates an AI-native enterprise automation platform purpose-built for health system operations. The platform interprets unstructured healthcare inputs — faxes, EHR messages, handwritten and chart notes, payer policies and contracts — converts them into structured data, and executes end-to-end workflows across the systems of record that health systems already run. Rather than task-specific bots or point solutions, the company positions the product as an orchestration and intelligence layer spanning patient access, revenue cycle, compliance and other administrative functions. Named use cases include referral intake, provider inbox automation, patient registration, orders and referrals processing, pharmacy renewals, payor contract management, denial appeals and underpayment recovery. [0][1][5][7]

Technically, the platform combines healthcare-trained AI models, a configurable workflow engine and human-in-the-loop validation. Operational logic and standard operating procedures are encoded into versioned, auditable infrastructure so routing and exception decisions are consistent and traceable; when a process reaches an ambiguity, work is routed to a human team with full context and the resolution is fed back to improve the system. Deployment options include on-premises, customer-managed cloud or VPC, and managed infrastructure, with encrypted data, isolated execution, customer-owned credentials and stated alignment to HIPAA, SOC 2 and GDPR. [0][3][5]

The company frames the market problem as concentration of cost: U.S. hospitals spend over $1 trillion annually on operations, administrative costs have grown to nearly double the cost of direct patient care, and administrative activity is estimated to account for up to 25% of total healthcare spending. Luminai's stated approach is to solve one specialized workflow, demonstrate ROI, then add adjacent workflows on the same platform. [2][3][5]

Founding story

The company was founded in 2019 and went through Y Combinator's Summer 2020 batch, originally operating as DigitalBrain before rebranding to Luminai. Founder and CEO Kesava Kirupa Dinakaran, who previously built enterprise software and by his own account supported himself on hackathon prize money in Silicon Valley, describes entering healthcare and finding that operating costs were concentrated in roughly a dozen deeply interconnected work streams, each locked into its own fragmented ecosystem of systems and point solutions — the premise for building a single AI-native system to perform the work rather than manage it. [2][4]

Business model

Luminai sells its automation platform to large provider organizations, deploying an initial high-value workflow and then expanding to additional interconnected use cases on the same platform infrastructure; the company reports an average of seven use cases per customer. Deployment is offered on-premises, in a customer-managed cloud/VPC, or as managed infrastructure. [0][2][5]

Traction

Luminai reports more than 12 million workflow automations driven on its platform, an average of seven use cases per customer, an average time to value of 48 days and 5.3x ROI. It announced a partnership with Cleveland Clinic in April 2026, initially automating classification and routing of faxed referrals across thousands of possible destinations, with further use cases planned. Y Combinator lists a team size of 31 and multiple open roles based in San Mateo, CA. [0][3][4][6]

Latest developments

In April 2026 Luminai closed a $38 million Series B led by Peak XV Partners with Define Ventures, General Catalyst, Y Combinator and Scribble Ventures participating, taking total funding to $60 million, and announced its Cleveland Clinic partnership, covered in Forbes. Proceeds are earmarked for product capabilities, engineering and deployment team growth, and support for additional enterprise customers. In July 2026 Jordan Silvergleid joined as Head of Strategy, and in August 2026 the company announced the addition of Harry Kirschner. [3][5][6]