Email your resume to jobs@gxpsoft.ai to get matched with active biopharma roles instantly. No portals, no forms, just email.
Saram ConsultingThoughts and strategies on the intersection of Biotech, Artificial Intelligence, and Regulatory Compliance.
On April 2, 2026, the FDA cited a drug manufacturer for over-reliance on AI. 'The AI said so' is now a cGMP violation. A deep dive into the validation problem that every QMS vendor is avoiding: how do you validate a system that gives different answers to the same question?
Read Article →ValGenesis claims 80% faster document creation. Kneat built a four-pillar AI framework. Sware converts video into test scripts. Ketryx raised $55M to be AI-native from day one. A vendor-by-vendor teardown of who's actually automating validation — and who's just talking about it.
Read Article →Veeva shipped Falcon. Benchling shipped three products in seven days. Revvity Signals pushed its AI layer deeper. A 10-day news sweep across MES, QMS, LIMS, ELN, lab automation, and CSV/validation, and what it means for regulated software buyers.
Read Article →AI agents that generate and execute code need stronger isolation than containers. A deep dive into MicroVMs, gVisor, WebAssembly, and the sandbox platforms racing to become the runtime layer for the agent economy.
Read Article →How we cut LLM worker tokens by 80% with a Qwen2.5-3B local classifier, a hardened Pydantic schema, and an adversarial regression suite — full production code and operational playbook.
Read Article →