Blog post
Solving the AI-Assisted HealthTech Compliance Illusion with Neuro-Symbolic Verification
Exploring neuro-symbolic verification to enforce compliance in AI-assisted HealthTech development.
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Blog posts
Blog post
When 99% Is Not Accurate Enough - Grounding Agentic Development in Regulated Industries
In standard B2B SaaS, an AI coding agent hallucinating a business rule is an annoyance. It creates a broken UI component, a misaligned database migration, or a temporary bottleneck in the pull request pipeline. The cost of being wrong is measured in sprint velocity, developer frustration and customer complaints.
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The Flawless AI Pull Request That Could Bankrupt a Hospital
Generative AI is transforming software engineering from a manual coding exercise into an intent-driven, agentic workflow. In unregulated environments, this velocity is a massive competitive advantage. But in MedTech, Healthcare, and FinTech, speed without absolute certainty is a liability. You cannot prompt-engineer your way out of a compliance violation.
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