Formal Verification Becomes a Regulatory Standard for AI in Healthcare and Law

Pramaana Labs raised $27 million from Khosla Ventures to deploy formal verification—a mathematical technique borrowed from chip design—for AI systems in healthcare and legal contexts. The approach mathematically guarantees safe AI behavior across all possible inputs by layering constraint-checking and runtime monitors around inference. Regulators in the EU, UK, and US increasingly require such proof for high-stakes AI decisions.