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DeepScribe vs Private AI comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

ROI

Sentiment score
7.7
DeepScribe improves efficiency and profitability by reducing paperwork, saving time, allowing for more patient care and increased revenue.
Sentiment score
5.1
Private AI yielded varied results; significant returns were tied to high investments, while benefits varied with costs and usage.
If I buy my own hardware for my organization and I don't need to spend hundreds of thousands of dollars to do that, I'm going to be able to get my ROI back pretty quickly.
AI Strategy & Edge Computing Specialist at Kestrel Partners Group
We achieve tasks that we are supposed to do in a week within a day.
Senior Manager, Automation at a tech services company with 1,001-5,000 employees
Time saving is implemented by using AI.
Senior Executive at Niva Bupa Health Insurance
 

Customer Service

Sentiment score
8.9
DeepScribe's customer service is praised for responsive support, assisting with technical and certification queries, receiving top ratings.
Sentiment score
6.5
Private AI customer service is praised for fast, tailored support but open-source users don't use it; satisfaction is high overall.
I would rate the customer support a 10.
Product Manager at a tech vendor with 11-50 employees
We have a contract with the client in order to manage scalability, durability, and continuity of service.
Head of Data & Analytics Department Senior Software Engineer at a tech services company with 501-1,000 employees
Because Private AI is deployed by our company, the support is also very good.
Senior Project Analytics Consultant And Senior Manager Enterprise Portfolio Management at a financial services firm with 1,001-5,000 employees
The customer support is great.
Director, Business Unit Servicenow at neverhack
 

Scalability Issues

Sentiment score
7.8
DeepScribe is considered scalable for various healthcare facilities, though some users are unsure of its adaptability to specific needs.
Sentiment score
5.6
Private AI scalability varies, enhanced by strong infrastructure and frameworks, but relies on governance and hardware investments.
If I brought in an LLM and it starts phoning home to an IP address that's not within my organization, I would certainly hope my IT team would be monitoring that.
AI Strategy & Edge Computing Specialist at Kestrel Partners Group
There are very good frameworks available for scaling it up, such as DLRM.
Principal Software Developer at a consultancy with 11-50 employees
If you have a good partner that can provide the hardware and move fast on this, it should be a good point to start.
Head of Data & Analytics Department Senior Software Engineer at a tech services company with 501-1,000 employees
 

Stability Issues

Sentiment score
8.6
DeepScribe is praised for its stability, reliability, and consistent performance, excelling in accurate note-taking during patient interactions.
Sentiment score
7.7
Users commend Private AI's stability, often surpassing foundation models, despite concerns about its investment needs for peak cloud performance.
DeepScribe's reliability is good and I have not experienced any downtime.
Product Manager at a tech vendor with 11-50 employees
It is not as stable as a cloud architecture.
Head of Data & Analytics Department Senior Software Engineer at a tech services company with 501-1,000 employees
Private AI is more stable than even the foundation models because I'm in charge.
AI Strategy & Edge Computing Specialist at Kestrel Partners Group
 

Room For Improvement

Enhancing DeepScribe requires human-in-the-loop system, dental terms, improved accuracy, speed, performance, and user-friendly features for competitiveness.
Private AI needs security, performance, user experience upgrades, better integration, and increased training for scalable, efficient deployment.
DeepScribe has accuracy as its competitive advantage.
Product Manager at a tech vendor with 11-50 employees
The performance of models is affected by quantization type, MTU, token predictions, KV cache type, and cache size.
Principal Software Developer at a consultancy with 11-50 employees
Deploying a large language model of 70 billion parameters is not an easy task on an on-premise architecture because you have to provide many GPUs.
Head of Data & Analytics Department Senior Software Engineer at a tech services company with 501-1,000 employees
On the edge, I'm very limited on how much GPU memory I have compared to OpenAI that's got racks and racks of million-dollar servers with terabytes of space.
AI Strategy & Edge Computing Specialist at Kestrel Partners Group
 

Setup Cost

Enterprise buyers find Private AI pricing manageable but some view costs as high, especially those using token-based billing.
My experience with pricing, setup cost, and licensing is that it is substantial.
Senior Data Scientist at a tech vendor with 10,001+ employees
Currently, I believe the cost is quite high.
Senior Project Analytics Consultant And Senior Manager Enterprise Portfolio Management at a financial services firm with 1,001-5,000 employees
We have software licenses for our software components.
Head of Data & Analytics Department Senior Software Engineer at a tech services company with 501-1,000 employees
 

Valuable Features

DeepScribe boosts transcription accuracy, speed, and documentation efficiency while pre-charting enhances preparation, saving time and improving workflows.
Private AI offers secure data control, easy integration, compliance, and flexible architectures with enhanced functionality for efficient management.
DeepScribe has positively impacted my organization by speeding up the time to market.
Senior Data Scientist at a tech vendor with 10,001+ employees
What sets DeepScribe's transcription apart from other solutions is its accuracy.
Product Manager at a tech vendor with 11-50 employees
What makes the open-source models stand out for me compared to frontier models is that I could not afford running jobs 24/7 with proprietary solutions, which fundamentally changes my workflow.
Principal Software Developer at a consultancy with 11-50 employees
In terms of problem-solving velocity, we have sped up about 2,000 times before using this technology while also looking for specific types of activities to enhance operator growth.
Director, Business Unit Servicenow at neverhack
Security features impact my day-to-day work and my confidence in using the tool because I work for the insurance industry, which is a regulated industry that needs to comply with many guidelines and rules, and one of the most important is security and privacy.
Salesforce Architect at a consultancy with 51-200 employees
 

Categories and Ranking

DeepScribe
Ranking in AI Professional Services
12th
Average Rating
8.0
Reviews Sentiment
7.6
Number of Reviews
3
Ranking in other categories
No ranking in other categories
Private AI
Ranking in AI Professional Services
1st
Average Rating
7.6
Reviews Sentiment
5.8
Number of Reviews
11
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the AI Professional Services category, the mindshare of DeepScribe is 1.8%. The mindshare of Private AI is 2.2%, up from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Professional Services Mindshare Distribution
ProductMindshare (%)
Private AI2.2%
DeepScribe1.8%
Other96.0%
AI Professional Services
 

Featured Reviews

reviewer2846073 - PeerSpot reviewer
Product Manager at a tech vendor with 11-50 employees
Clinical AI agent has gained accurate patient transcripts and delivers faster documentation
DeepScribe's best feature is transcription. What sets DeepScribe's transcription apart from other solutions is its accuracy. DeepScribe has impacted my organization positively through faster and more accurate transcription. DeepScribe has provided our AI agent with clear raw data to work with. DeepScribe is at least 20% more accurate compared to regular tools, and its speed matches that of other tools.
reviewer2867754 - PeerSpot reviewer
Principal Software Developer at a consultancy with 11-50 employees
Private workflows have transformed long‑running research while model setup still needs guidance
Regarding how Private AI can be improved, currently serving open weights models is complicated. There are many parameters that you have to adjust to make it run well. The ecosystem is maturing and becoming easier. Tools like Ollama allow running models with no friction, but with suboptimal performance. The speed of development is important as the ecosystem is advancing rapidly, and the tools and overlays need to catch up to make it easier for normal users. I have several computers of different kinds, such as a Mac Studio, a box in my house with NVIDIA GeForce cards like 3090, and a rented server with H100s or H200s. I do not know which quantization I should choose because quantization is complicated. The performance of models is affected by quantization type, MTU, token predictions, KV cache type, and cache size. Recipes for running models better would be appreciated. Some providers like Ansloth and G-Lang provide them, but they cover so much hardware that it is really hard to make a choice.
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Top Industries

By visitors reading reviews
Construction Company
43%
Healthcare Company
12%
Insurance Company
10%
Financial Services Firm
8%
Construction Company
30%
Insurance Company
16%
Comms Service Provider
11%
University
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise2
Large Enterprise7
 

Questions from the Community

What needs improvement with DeepScribe?
I wish DeepScribe had more speed. I chose a rating of eight because DeepScribe does not have speed as a competitive advantage compared to others. DeepScribe has accuracy as its competitive advantage.
What is your primary use case for DeepScribe?
We have built an AI agent for clinical healthcare in Scotland and we are using DeepScribe for piloting it in the clinics to record the patient's conversation with the doctor.
What advice do you have for others considering DeepScribe?
DeepScribe is really helpful for transcribing clinical-related conversations. Regular transcription tools do not work as effectively for this purpose. My advice to others looking into using DeepScr...
What needs improvement with Private AI?
I hope Private AI can achieve better performance because each time I input questions, I have to wait approximately ten seconds or sometimes twenty seconds to get the answer. I hope it can improve t...
What is your primary use case for Private AI?
I use Private AI for several use cases. The first use case is professional reply because every day I have to reply to lots of messages and emails. I use Private AI to reply to those messages or ema...
What advice do you have for others considering Private AI?
I have summarized all of those use cases in my job. Because Private AI was introduced by our company, we have no concern when we use it. I can ask all of my questions without worrying about any dat...
 

Comparisons

No data available
No data available
 

Overview

Find out what your peers are saying about DeepScribe vs. Private AI and other solutions. Updated: July 2026.
909,725 professionals have used our research since 2012.