GxPSoft AIArticles and insights from our team on autonomous software engineering, industrial systems, and GxP compliance automation.
Latest Articles
MasterControl's new Catalog product promises a 'single source of truth' for life sciences master data. The problem is where that truth lives. When you build your data architecture inside a vendor's platform, you don't own your most critical enterprise asset — you rent it. Here's why that matters more than ever in the AI era.
A complete field guide to Veeva's AI product lines — Vault AI agents, Falcon agentic labor, Agentic Authoring — what each one actually does for Quality, Safety, and Regulatory in life sciences, how the usage-based pricing model works, and the 8 questions to ask before committing.
On June 25 2026 Veeva announced Veeva EHS — a new application inside Veeva Quality Cloud that turns safety events into QMS deviations and Training retraining automatically. It is the clearest signal yet of the 2026 industry-cloud thesis: every Tier 1 vendor is consolidating adjacent regulated verticals on one platform. A research-grade read on the EHS market, the cross-vertical blurring, and what it means for a regulated buyer in H2 2026.
A behind-the-build field guide to constructing a production-grade daily stock-move analyzer for the ~600 public biotech / life-sciences companies in our jobscraper.db, using Nasdaq's public quote API, persistent SQLite storage, and a Camofox news investigation for the top movers. Includes the 5-part pipeline pattern, the 6 classes of mover signal, the 5-forcing-function framing, and what the data actually said on June 24, 2026.
Drafting SOPs in ChatGPT or Claude is fast, but copying them into rigid corporate templates breaks lists, headings, and formatting. We explore why this happens and how SOP Writer resolves it.
A research-grade meta-analysis on top of our three-vertical trilogy — what 'pre-trained model for regulatory reasons' actually means, what the 8-part regulated-AI pattern actually validates, who has substance, who has marketing, and the 7 phrases that tell you which. Built on the per-vendor evidence in our QMS, EAM/CMMS, and CSV/CSA posts.
A research-grade field guide to the 2026 life-sciences Computer System Validation (CSV) and Computer Software Assurance (CSA) software market under 21 CFR Part 11, EU Annex 11, GAMP 5, the FDA CSA finalization, and the ISPE AI-in-GxP guidance — with a per-vendor breakdown of Kneat, ValGenesis, Veeva, MasterControl, Sparta/Honeywell, GoVal, and eQCM, and the Kneat-to-Thoma-Bravo and ValGenesis-VAL™ strategic events that just re-sorted the category.
A research-grade field guide to the 2026 life-sciences Enterprise Asset Management and CMMS market under 21 CFR Part 11, EU Annex 11, EU Annex 22 (draft), GAMP 5, and the FDA/EMA January 2026 Joint AI Principles — with a per-vendor breakdown of Blue Mountain, Veeva, IBM Maximo, MaintainX, Apprentice.io, and eMaint by Fluke, and the 30-day industry events that just reshuffled the table.
A research-grade field guide to how the 2026 QMS / EQMS software market is actually implementing LLMs and agentic AI under 21 CFR Part 11, EU Annex 11, GAMP 5, and ISO 13485 — with a per-vendor breakdown of Veeva, MasterControl, Qualio, Greenlight Guru, Dot Compliance, and the AI-native challengers.