HEALTHIT.COM
Research
RESEARCH PREVIEW · evidence cutoff 2026-08-27
Menu
Recorded 2026-08-22Geisinger case: 70% faster prior auth TATRecorded 2026-08-22Infinitus SOC 2 Type II complianceRecorded 2026-08-22AKASA HITRUST/SOC 2 and 100% pre-bill reviewRecorded 2026-08-22Infinitus 2025 recap: 1.17M patients automatedRecorded 2026-08-22HIPAA/SOC 2 Type II; recordings deletedRecorded 2026-08-19Luma-PCC partnership to bring AI-enabled communications to 300+ pediatric practicesRecorded 2026-08-15Glass ranks top-tier on ARISE NOHARM clinical safety benchmarkRecorded 2026-08-15ISO 27001, HIPAA, 7+ FDA 510(k)s documentedRecorded 2026-08-15UpToDate integrated into Epic EHR/MyChart and ambient AI workflowsRecorded 2026-08-06UpToDate Expert AI adopted by ~2,500 U.S. hospitals and health systemsRecorded 2026-07-292.7M weekly interactions; US CAB launchRecorded 2026-07-23Anterior-Stellarus partnershipRecorded 2026-07-23Strategic partnership with Stellarus to enable real-time AI-driven prior authorization for health plansRecorded 2026-07-22Waystar Q2 2026 beat; AI anomaly detection tractionRecorded 2026-07-21Patient Pipeline: AI-powered new patient acquisition from ad spend to booked careRecorded 2026-07-21Luma launches AI Patient Pipeline for new patient acquisitionRecorded 2026-07-07SMART on FHIR + Epic Toolbox integrationRecorded 2026-06-30Nature Health SAFEMOM study shows Ada improves health-seeking behavior on MomConnectRecorded 2026-06-26Modality Partnership (NHS) rolls out Heidi across 53 sites in the UK's largest clinical deployment of ambient AIRecorded 2026-06-26NHS Modality Partnership rolloutRecorded 2026-06-24Roche acquires PathAI for ~$1B to bolster AI-based diagnostic algorithmsRecorded 2026-06-24Assort Health raises $120M Series C at $1.2B valuationRecorded 2026-06-15Thoreau Group signs $12B agreement to take control of Ensemble HealthRecorded 2026-06-11Med-Metrix closes back-to-back acquisitions of Vitalware and CanAide

Research preview · Vendor evidence as of 2026-08-27. Labels describe that snapshot, not a live assessment. Coverage & limitations

Evidence literacy · 4 min read

Read the claim. Then examine the evidence.

Understand source checks, independence, study quality, and what an unknown actually means.

The useful distinction

A checked source, independent research, and a locally useful result are three different things.

01

Begin with the exact claim

Identify the outcome, denominator, comparison, setting, and time period. 'Reduced administrative work' is not equivalent to a measured reduction in total staff hours. Keep the claim close to what the source actually establishes, including qualifications.

Questions to take into the conversation

  • Is this a measured outcome, a deployment announcement, or an estimate?
  • Is the comparison before-and-after, concurrent, randomized, or absent?
  • Were implementation costs and adverse results reported?
02

Source class is a starting point

Peer review does not remove conflicts of interest or guarantee generalizability. An independent publication may report a vendor's unverified statement. A regulatory record answers a defined regulatory question. Read the underlying material before drawing a broader conclusion.

Questions to take into the conversation

  • Who produced the underlying data?
  • What role did the vendor play in funding, analysis, and publication?
  • Does the population and product version match your intended use?
03

Read HealthIT's labels precisely

A source-checked claim passed our documentary verification process. Source independence is a separate attribute. Freshness is calculated at the displayed snapshot cutoff, not continuously. A product outside the evidence standard remains useful to research; the exclusion describes this corpus, not the product's quality.

Questions to take into the conversation

  • Open the claim's source and its verification state.
  • Check the source date and the snapshot cutoff.
  • Record the missing evidence that would change your decision.

Sources & scope

This guide combines HealthIT's suggested evaluation questions with the primary references below. It is educational material; application depends on the specific product, workflow, organization, and jurisdiction.

HealthIT's published methodology defines the labels used on this site.

Found something that needs correction? Send a source-backed correction.