Insight vs Nabla Copilot

Insight is a medical research platform that helps scientists move from a research question to literature-backed summaries, hypotheses, and structured experiment plans. You define a medical research objective, and the platform runs tasks against peer-reviewed biomedical databases to build cited outputs. It is free to try, with optional registration to save objectives on a personal dashboard.

The workflow centers on iterative research cycles. After you submit an objective, Insight outlines a plan in its Thoughts output, then executes tasks against integrated sources including PubMed, NIH RePORTER, ClinicalTrials.gov, MyGene, and MyVariant. Each completed cycle refines the plan and deepens the scientific summary, hypotheses, and citations tied to your question.

Insight Research is available now for literature review, hypothesis generation, and experimental design drafting. Insight Discovery, a separate high-throughput module for target and biomarker identification, remains waitlist-only. The platform is built for researchers in drug discovery, clinical research, and genetics who want structured assistance without manually searching across separate NIH and genomic databases.

Founded in August 2023, Insight positions itself as an accessible research studio for medical scientists. The team publishes documentation, offers email and Discord support, and integrates data sources spanning more than 36 million PubMed articles, 22 million genes, and 400 million human variants.

Nabla Copilot captures patient-clinician conversations and turns them into structured clinical notes inside Epic and other major EHRs. It covers ambient documentation, clinical-grade dictation, and E/M plus ICD-10 coding suggestions grounded in AMA guidelines. The platform reports deployment across 130+ health organizations and 85,000+ clinicians handling over 20 million patient encounters per year.

Unlike standalone transcription apps that hand clinicians a raw transcript, Nabla builds a clinical AI layer across the full documentation workflow: pre-visit chart prep, ambient note generation, at-cursor dictation, and coding suggestions with rationale tied to the note. Health systems get enterprise EHR integrations and configurable data retention; EHR vendors can embed the same ambient AI through Nabla Connect in weeks rather than building in-house.

Physicians using Nabla report a 27% reduction in burnout and 55% save at least one hour daily on documentation, per the company's published metrics. Coding suggestions show 97%+ agreement with AAPC-certified coders, with every final code confirmed by the clinician. The platform holds HIPAA, SOC 2 Type II, ISO 27001, and GDPR certifications and supports 35+ languages across specialties.