Gleam

Gleam is refreshingly focused. It targets a single, painful workflow—moving source data into EDC CRFs—and does it without requiring custom integrations or sponsor sign-off. That alone makes it worth a look for site directors who've been burned by over-engineered platforms. The browser extension approach is clever; it sits atop existing systems rather than replacing them. The 'verify then trust' philosophy is also smart—AI suggestions are surfaced with source traceability, and low-confidence fields are flagged for manual review. This builds trust with auditors and coordinators alike. Where Gleam falls short today: paper/PDF source support is not yet live (only a waitlist). If your site relies heavily on paper sources, you'll have to wait. Also, it's browser-only—no offline or desktop app, so inconsistent internet could be a bottleneck. Compared to alternatives like eSource platforms or manual entry with data validation tools, Gleam requires less setup but offers less control for sponsors or CROs. It's squarely a site tool, and that's its strength. We'd recommend it for sites with browser-based EDCs and eSource who want immediate productivity gains. Skip it if you need sponsor oversight features or if your workflow is predominantly offline or paper-based until that support matures.