GLP + ISO 17025–ready

Proofline Scientific QA

Automate method checks, enforce SOPs, and deliver audit-ready evidence without slowing your science. Plugs into your LIMS/ELN to flag risks in real time and auto-generate evidence packs.

Built for verifiable, literature-grounded answers

Evidence-first features for dependable scientific QA

Cited answers with provenance

Each conclusion is backed by an evidence graph with triangulated citations, inline quote spans, DOIs/PMIDs, and figure/table pointers.

Evidence grading and confidence

Clear strength-of-evidence labels (e.g., meta-analysis, RCT, preprint) with uncertainty bands so you can gauge reliability at a glance.

Unit-aware, math-safe reasoning

Dimensional checks, unit conversions, and range validation prevent magnitude and unit errors in numeric answers.

Time-aware literature scanning

Prioritizes recent, high-quality studies, tracks trends over time, and surfaces retractions and errata.

Methods and cohort extraction

Pulls protocols, sample sizes, instruments, and cohort details into structured fields for reproducibility and context.

Full audit trail and export

Complete audit trail for each answer with exportable citations and evidence bundles (JSON, CSV, BibTeX) for review and compliance.

Frequently asked questions

Make every result defensible

Stand up to audits and peer review with traceable, validated data. Deploy in days, integrate with your tools, and reduce review cycles.