MATRIX VS OTHER ON-SITE AI PLATFORMS
Matrix vs other
Matrix vs other
on-site AI platforms.
Choose another on-site platform if you already run servers for AI and have a team to build on it. Choose Matrix if you want the hardware, the software and the engineers who build your workflow as one system, with no internet connection.
A category, not one vendorQuestions to ask any vendorUpdated October 10, 2026
AT A GLANCE
Side by side.
What to ask any vendor in this category, row by row.
| Synexas Matrix | Other on-site platforms | |
|---|---|---|
| Where data is processed | On the Matrix hardware at your site. | On your own servers, or a private cloud you choose. |
| Internet required | No. Matrix works offline; it reaches an outside service only if your IT team approves it. | Varies by product. Ask whether any feature, licence check or update needs an outside connection. |
| Who holds accounts | Your team holds every account. Synexas keeps none. | Varies. Ask whether the vendor keeps an account on your system. |
| Model choice | Open-weight models of your choice, including models from US developers. Any license terms that affect your use are discussed with you during setup. | Varies. Often a set of open-weight models. |
| Who builds workflows | Our engineers build them around your task, on site. | Usually your own team, on the vendor’s platform. |
| Pricing model | Quoted for your organization. No per-token fees. | Often per-user or per-server software licences, plus the hardware you buy. |
| Reports and certifications | Synexas holds no certifications or SOC 2 report. Review controls for your deployment. | Varies by vendor. Ask for the report and what it covers. |
CHOOSINGWhich is the better choice,
Which is the better choice,
and when.
Where Other on-site platforms is the better choice
- You already have GPU servers and a team that runs them.
- You want to build many workflows yourself, on one platform.
- You need a feature or integration that a specific platform already has.
Where Matrix is the better choice
- You want one system, delivered and installed: hardware, Matrix Workspace and support.
- You want our engineers to build the workflow around your task, not a platform to build on.
- You want no route to the internet at all, and every account held by your team.
TOGETHER
Using both.
If you already run an on-site platform, Matrix can sit beside it for a department whose work must stay separate, or take on one workflow your team has no time to build.
Other comparisons.
Let’s make AI useful.
For your actual work.
Tell us about a job your team repeats, not your confidential files. We’ll show you how Matrix handles work like it.
Request a demo