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Private AI pros and cons

Vendor: Private AI
4.0 out of 5

Pros & Cons summary

Prominent pros & cons

PROS

Private AI has significantly improved organizational privacy, which is highly valued by companies.
Private AI supports AI-based projects effectively and is deemed very useful.
Half of the clients are retained due to the provision of private AI capabilities.
Private AI saves an average of one hour per workday, increasing productivity.
Private AI enhances agility by speeding up previously time-consuming processes, allowing focus on higher-value tasks.

CONS

Private AI can be improved for security.
Private AI needs additional features to enhance the platform.
The stability of Private AI is inferior to a cloud architecture, requiring substantial investment.
Performance improvements are needed as users experience delays in response times.
Investing time and money in deep learning for model training may not yield significant cost and performance benefits.
 

Private AI Pros review quotes

reviewer2867754 - PeerSpot reviewer
Principal Software Developer at a consultancy with 11-50 employees
Jul 2, 2026
I am very satisfied with GLM 5.2, and I use it in exchange with Anthropic Opus frequently, often getting better results from the open-source GLM model.
Ken Vine - PeerSpot reviewer
AI Strategy & Edge Computing Specialist at Kestrel Partners Group
Jul 7, 2026
When I have all my AI compute within my own network or in my own organization, security compliance and data privacy compliance are already taken care of.
Vivek Upreti - PeerSpot reviewer
Senior Executive at Niva Bupa Health Insurance
Jul 16, 2026
The best feature about Private AI is all of the features which are given by Public AI, adding on the security and the confidentiality and the compliance with integration and customizing privacy are also included in that.
reviewer2868327 - PeerSpot reviewer
Head of Data & Analytics Department Senior Software Engineer at a tech services company with 501-1,000 employees
Jul 6, 2026
Currently, 50% of our clients are with us because we can provide them private AI solutions.
MM
Director, Business Unit Servicenow at neverhack
Jul 9, 2026
Private AI has positively impacted our organization in terms of cost; we can speed up from 10 to 30 times the number of activities we can manage with the same human team.
reviewer2869296 - PeerSpot reviewer
Senior Project Analytics Consultant And Senior Manager Enterprise Portfolio Management at a financial services firm with 1,001-5,000 employees
Jul 7, 2026
Private AI has saved me an average of one hour per work day.
David Davila - PeerSpot reviewer
Salesforce Architect at a consultancy with 51-200 employees
Jul 10, 2026
Private AI has helped us become more agile and speed up certain processes that used to be very time-consuming in the past so that we can focus on different topics that add more value to the business.
Mahek Makwana - PeerSpot reviewer
Student at a consultancy with 11-50 employees
Jul 2, 2026
Private AI helps me with my mostly AI-based projects, and it works really well and is very useful.
reviewer2871423 - PeerSpot reviewer
Senior Manager, Automation at a tech services company with 1,001-5,000 employees
Jul 14, 2026
Private AI has positively impacted our organization because our LLM jobs are running and we are conducting one lakh of hits every day.
reviewer2783763 - PeerSpot reviewer
Manager, Software Development at a outsourcing company with 201-500 employees
Dec 2, 2025
Private AI has positively impacted my organization very much because privacy is more important for us.
 

Private AI Cons review quotes

reviewer2867754 - PeerSpot reviewer
Principal Software Developer at a consultancy with 11-50 employees
Jul 2, 2026
I have not seen a return on investment and cannot share any relevant metrics such as money saved, time saved, or fewer employees needed, either for my company or for my clients.
Ken Vine - PeerSpot reviewer
AI Strategy & Edge Computing Specialist at Kestrel Partners Group
Jul 7, 2026
The pricing part has just been quite frankly insane in the last year. The jump in how much compute is costing has been significant.
Vivek Upreti - PeerSpot reviewer
Senior Executive at Niva Bupa Health Insurance
Jul 16, 2026
Customer support on Private AI is less useful as of now, but I want it should be great in the future.
reviewer2868327 - PeerSpot reviewer
Head of Data & Analytics Department Senior Software Engineer at a tech services company with 501-1,000 employees
Jul 6, 2026
I think that it is not as stable as a cloud architecture. You have to invest a lot of money in order to maintain the same type of stability.
MM
Director, Business Unit Servicenow at neverhack
Jul 9, 2026
The improvement needs for Private AI are complex because the amount of money and time necessary to deeply learn the model is very high, but the difference between one month and one year of deep learning for our type of activity is not significant, which raises the question of how much time is necessary for training the model with specific data to achieve the best results in cost and performance growth.
reviewer2869296 - PeerSpot reviewer
Senior Project Analytics Consultant And Senior Manager Enterprise Portfolio Management at a financial services firm with 1,001-5,000 employees
Jul 7, 2026
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.
David Davila - PeerSpot reviewer
Salesforce Architect at a consultancy with 51-200 employees
Jul 10, 2026
I think improvements for Private AI depend on the system; for example, if a client uses cloud computing or is stuck with on-premises servers.
Mahek Makwana - PeerSpot reviewer
Student at a consultancy with 11-50 employees
Jul 2, 2026
Private AI can be improved by adding more features to the platform.
reviewer2871423 - PeerSpot reviewer
Senior Manager, Automation at a tech services company with 1,001-5,000 employees
Jul 14, 2026
Private AI can be improved by providing a higher number of token limits. Regarding needed improvements, I feel that documentation, support, and deployment could be better.
reviewer2783763 - PeerSpot reviewer
Manager, Software Development at a outsourcing company with 201-500 employees
Dec 2, 2025
Private AI can be improved for security.

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