Gleam vs RapidSOS

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-08
Cross-checked through our multi-step verification ·
Saved

At a glance

DimensionGleamRapidSOS
FocusClinical research data entryEmergency intelligence & 911 dispatch
Target CustomerClinical research sites & coordinators911 centers, law enforcement, enterprises
PricingContact for quote (site-based)Contact for quote (enterprise/agency)
Key FeatureAutomated source-to-EDC data entry with quality checksAI Assistant, Live Video, HARMONY AI on AT&T ESInet
Latest NewsUnrelated: Armadillo DNS server in Gleam language (June 2026)HARMONY AI now runs on AT&T ESInet (May 2026)
Integration/DeploymentBrowser extension, works alongside existing EDCsEmbedded in public safety infrastructure, 600M+ devices
Try GleamTry RapidSOS
Gleam
Gleam

Gleam is a browser-based AI data-entry assistant that moves source data from eSource into EDC case report forms for clinical research sites.

Visit Website
RapidSOS
RapidSOS

RapidSOS pipes AI-assisted emergency intelligence and pre-call device data straight into 911 dispatch.

Visit Website
Pricing
Contact Sales
Contact Sales
Plans
Contact sales
Contact sales
Popularity
3 views
7.3k views
Skill Level
Intermediate
Advanced
API Available
Platforms
Web
WebAPIPluginMobile
Categories
🧾 Healthcare Revenue Cycle🏥 Healthcare
🚨 Threat Detection & SOC☎️ Voice AI Agents & Phone Automation✨ Transcription & Speech-to-Text
Features
Chrome browser extension for EDC data entry
Works alongside existing eSource and EDC with zero integrations
Three-step Fetch, Fill, Trace workflow
Quick learn: learns the structure of each CRF page in the EDC
Queue multiple CRFs to learn in parallel
Deep learn: clicks through interactive form elements to understand a CRF
Fast Fill of the current CRF with applicable source data
Tracks protocol amendments and relearns affected CRF pages
Fetch visit data from browser-based eSource in a few clicks
Simultaneous fetch of multiple sources with notification for next step
Review and approval workflow for low-confidence data
Source-build gap detection, including missing data fields
Pre-fills logs such as concomitant medications for row-by-row confirmation
View Source jumps to and scrolls to the specified eSource data
View Destination scrolls to the relevant CRF field
AI Assistant that accelerates 911 dispatch decisions
Live Video Streaming from callers directly to 911 centers
Harmony AI transcription and multilingual translation across text, video and calls
RapidSOS Unite for real-time interoperability and agency account management
Non-Emergency Call Automation that deflects low-priority call volume
Drone as First Responder (DFR) integration for faster aerial launch
Air Ambulance Dispatch coordination for medical transport logistics
Pre-call situational awareness with telematics, hazmat and sensor data to crews
Data to the Field and GIS/mapping tools for responders
Analytics and QA tools for emergency communications centers
Real-time interoperability across agencies and dispatch systems
Emergency detection, verification and escalation workflows via developer API
Enterprise data sharing so crash and sensor alerts reach 911 automatically
School safety connections linking panic buttons, cameras and alarms to responders
Statewide interoperable Safety Network deployments for state government
Integrations
IamResponding
eDispatches
Northern911
Total Response
AT&T ESInet

Who should pick which

  • 911 dispatch center manager
    Pick: RapidSOS

    RapidSOS directly addresses emergency call handling with AI Assistant, Live Video, and integration with AT&T ESInet. It improves response times and situational awareness.

  • Clinical research coordinator
    Pick: Gleam

    Gleam automates source-to-EDC data entry, reducing manual transcription errors and speeding up CRF completion without sponsor involvement.

  • Enterprise safety director (e.g., rideshare)
    Pick: RapidSOS

    RapidSOS API/SDK allows direct 911 crash alerts from vehicles, enabling faster emergency response. Integrates with Uber and other fleets.

  • Site director at a clinical research site
    Pick: Gleam

    Gleam gives the site control over data entry automation, works across multiple EDCs and eSource systems, and reduces audit preparation overhead.

  • Law enforcement agency
    Pick: RapidSOS

    Pre-call data from connected devices and live video streaming provide situational awareness before officers arrive, improving officer safety and response.

Frequently Asked Questions

Can RapidSOS be used by individual consumers?

No, RapidSOS is an enterprise/agency platform. Consumers do not access it directly; their device data may be shared via RapidSOS if the device supports it and 911 is called.

Does Gleam integrate with all EDC systems?

Gleam works as a browser extension across many browser-based EDCs without custom integration. It identifies fields automatically, but specific EDC compatibility should be verified with Gleam.

What is the latest news about RapidSOS?

In May 2026, HARMONY AI began running on AT&T ESInet, reducing latency and improving integration for 911 call handling.

What is the latest news about Gleam?

Recent Gleam-related news (June 2026) is about an unrelated open-source DNS server project (Armadillo) and a report on AI labor, not about the Gleam data entry tool.

Do RapidSOS and Gleam compete?

No, they serve completely different markets: public safety/emergency response vs. clinical research data management.

What pricing model does RapidSOS use?

RapidSOS uses custom pricing based on agency/enterprise needs. They are not a direct-to-consumer product and do not list public prices.

What pricing model does Gleam use?

Gleam also uses contact-based pricing, charging sites per coordinator or per site. No public prices are listed.

Can Gleam handle paper source documents?

Paper/PDF source support is on the waitlist (coming soon), but currently Gleam works best with browser-based electronic sources.

More Gleam or RapidSOS comparisons

ironclaw-ai-vision vs RapidSOS comparison

If you run a 911 center or enterprise safety operation, RapidSOS is the only choice—it's deeply integrated into public safety infrastructure with AI features like HARMONY AI on AT&T ESInet. But for in

Angle vs RapidSOS comparison

RapidSOS and Angle serve completely different domains: public safety vs. fitness analysis. Choose RapidSOS if you're a 911 center or enterprise needing AI-enhanced emergency intelligence and real-time

Meditopia vs RapidSOS comparison

RapidSOS and Meditopia serve entirely different domains: RapidSOS is an emergency response infrastructure for public safety agencies and enterprises, not a consumer product. Meditopia is an employee w

Kim Personal Health Assistant vs RapidSOS comparison

If you run a 911 center or enterprise safety program, RapidSOS is the clear choice — its AI Assistant and Live Video capabilities are directly embedded in emergency infrastructure. For individuals obs

Swimio vs RapidSOS comparison

RapidSOS and Swimio serve completely different markets. RapidSOS is a mission-critical enterprise platform for 911 centers and public safety, while Swimio is a consumer fitness app for swimmers. Choos

Workout Trainer AI vs RapidSOS comparison

These tools serve completely different markets. RapidSOS is a mission-critical emergency response platform for agencies and enterprises, while Workout Trainer AI is a consumer fitness app. Choose Rapi

Explore each tool further

Gleam
View Gleam reviewGleam alternatives
RapidSOS
View RapidSOS reviewRapidSOS alternatives

Browse these categories

Best AI Healthcare Revenue Cycle toolsBest AI Threat Detection & SOC toolsBest AI Healthcare toolsBest AI Voice AI Agents & Phone Automation tools
Still deciding? Get the weekly AI tools brief

One email a week — new tools, honest comparisons, no spam.

Last reviewed: July 3, 2026