Perspectives

Every acquisition hides technology risk, including legacy code, brittle integrations, undocumented workflows, fragile data pipelines, and engineering practices held together by tribal knowledge. None of this appears in IMs or management decks, and none of it is quantified in the valuation.

2025 will be the year of broader AI adoption in healthcare, building on the strides made in 2024. The healthcare industry is undergoing significant changes, driven by the need to improve care quality, reduce costs, and manage increasing data. AI is pivotal in addressing challenges like rising operational pressures, staffing shortages, and the overwhelming influx of medical knowledge.

A Micro GCC is a dedicated engineering team built and operated in India by a specialist partner, on behalf of a US company, under the client's brand, OKRs, and product roadmap. The model sits between outsourcing and a captive entity, and the partner you choose determines which one it actually becomes in practice.