Thoughtful AI vs 100ms

Side-by-side comparison of AI visibility scores, market position, and capabilities

100ms leads in AI visibility (39 vs 37)

Thoughtful AI

EmergingHealthcare Revenue Cycle & Health IT

RCM Automation Agents

AI agents automating end-to-end healthcare RCM tasks including eligibility, claims, and denials; raised $20M+. Austin TX; CAM, EVA, and PHIL agents use LLMs and computer vision to navigate any payer portal, outperforming traditional RPA on dynamic interfaces and changing payer rules.

AI VisibilityBeta
Overall Score
D37
Category Rank
#1 of 1
AI Consensus
74%
Trend
up
Per Platform
ChatGPT
39
Perplexity
43
Gemini
36

About

Thoughtful AI is an Austin, Texas-based company building AI agents purpose-built for healthcare revenue cycle management. Founded in 2020 and having raised more than $20 million in venture funding, Thoughtful AI deploys autonomous AI agents — internally branded as CAM (Claims Agent), EVA (Eligibility Verification Agent), and PHIL (Payment Posting Agent) — that perform specific RCM tasks with human-level accuracy across any payer portal or system. The company's approach differs from traditional RPA in that its agents use large language models and computer vision to navigate complex, changing interfaces without brittle scripted rules.\n\nThoughtful AI targets healthcare providers that want to automate the most labor-intensive segments of their revenue cycle without replacing their existing technology stack. Its agents work alongside EHRs, practice management systems, and billing platforms, executing tasks such as insurance eligibility checks, claim submission, denial analysis, and payment posting directly within those environments. Early customers include physician groups, multi-specialty practices, and ambulatory surgery centers that have used the platform to reduce denials and cut the cost to collect.\n\nThe company is part of a broader wave of AI-native RCM automation vendors competing with both legacy outsourcing firms and established health IT platforms. Thoughtful AI's competitive edge lies in the speed of agent deployment and its ability to handle payer-specific workflows that are difficult to automate with conventional tools, positioning it well as health systems seek to reduce administrative overhead.

Full profile

100ms

EmergingDeveloper Tools

Live Video Infrastructure

100ms is a live audio/video infrastructure platform with SDKs for React, iOS, Android, and Flutter, providing programmable rooms, recording, and live streaming for web and mobile apps.

AI VisibilityBeta
Overall Score
D39
Category Rank
#1 of 1
AI Consensus
53%
Trend
up
Per Platform
ChatGPT
50
Perplexity
49
Gemini
40

About

100ms is a live audio and video infrastructure platform that provides developers with SDKs and APIs for embedding real-time communication features — video rooms, audio spaces, live streams, and recording — into web and mobile applications. The platform is designed around a room-based model where developers programmatically create, configure, and manage video rooms through a REST API, with client SDKs for React, iOS, Android, Flutter, and React Native handling the media layer. This abstraction allows teams to build fully custom video experiences with their own UI without dealing with WebRTC internals, TURN server management, or media server infrastructure.

Full profile

AI Visibility Head-to-Head

37
Overall Score
39
#1
Category Rank
#1
74
AI Consensus
53
up
Trend
up
39
ChatGPT
50
43
Perplexity
49
36
Gemini
40
46
Claude
32
45
Grok
37

Capabilities & Ecosystem

Capabilities

Only Thoughtful AI
RCM Automation Agents
Only 100ms
Live Video Infrastructure

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.