Engineering and AI at Pair Team
Building the infrastructure for care that actually works.
Over 100 million Americans on Medicaid and Medicare navigate a system that was never designed to work for them. We're here to fix that — with real engineering, responsible AI, and a care model that treats the whole person.
Our AI care advocate, in action.
Flora is the patient-facing voice of Arc — our internal care platform. See how she supports patients between visits, in any language, 24/7.
Healthcare is fragmented. We're building the connective tissue.
For patients with the highest needs, fragmentation isn't an inconvenience — it's a crisis. We're engineering the platform that closes the gaps.
Fragmented data, invisible patients
Safety-net patients often have the highest needs and the least coherent records. Medical history, benefits status, housing, medication — it's scattered across dozens of disconnected systems.
Care teams operating without context
Nurses and social workers make critical decisions with incomplete information. The right data exists — it just isn't surfaced at the right moment. That's a solvable engineering problem.
AI without guardrails in a regulated world
Healthcare can't tolerate hallucinations. Building AI that's genuinely useful for vulnerable populations means investing deeply in evals, safety, and human-in-the-loop oversight — from day one.
Arc + Flora. The care system we've been building for three years.
For patients with the highest needs, fragmentation isn't an inconvenience — it's a crisis. We're building Arc, an AI-powered platform that enables care teams to orchestrate clinical and social care, and Flora, a voice-based agent that engages patients, coordinates support, and extends care beyond visits. Together, they form the infrastructure for continuous, whole-person care.
Meet the Team Building the Future of Care
Our engineering leadership brings deep experience across healthcare, AI, and scaling complex systems. They're building not just products, but infrastructure — working closely with clinical, operations, and community partners to design systems that solve real-world problems. This is a team that values speed, ownership, and impact — where engineers are trusted to shape the product and the future of care delivery.
Neil Batlivala
Neil is an engineer by training who believes the healthcare system can and should work better for everyone. He founded Pair Team to build a new model of care — one powered by AI and grounded in community — to better serve people with the greatest needs.
Aaron Tyler
Aaron leads engineering at Pair Team, bringing deep experience building and scaling reliable platforms across healthcare and enterprise technology. He's focused on building resilient, AI-powered systems that support real-world care delivery — with a high bar for performance, security, and scalability.
Aditya Sheth
Aditya is an AI engineer at Pair Team, focused on building intelligent systems that support care delivery at scale. He works on developing and improving the models behind Flora, helping translate complex patient needs into real-time, actionable support for care teams and patients alike.
Join Our Team
We're building the infrastructure for a new model of care — and we're looking for engineers and AI builders who want to work on real-world problems with real impact. Explore our open roles in engineering and AI and help us close the gaps in care.
Building the Future of Care
From agentic workflows to real-world outcomes, explore how our team is redefining what healthcare can be.