Services / Advisory
Migration &
Optimization
We move your AI usage from the cloud on-premise and improve cost and performance.
Migration & Optimization
Why it matters
Many organizations started with AI through cloud services. As usage grows, costs rise and the question of where data lives gets bigger. We move the right work on-premise and measure the cost and performance of everything we move, before and after.
Cost grows with usage
With usage-based services, the bill is unpredictable.
Data sits outside
Sensitive data goes to a cloud provider.
Not every workload should move
The wrong move lowers performance.
Migration must not disrupt work
Users should not notice it.
Migration & Optimization
What we do
Usage and cost measurement
We measure your current usage and cost.
Portability analysis
We identify which work can move on-premise and which model fits.
Model matching
We test on-premise models on your real work and compare the results.
Phased migration
We move work step by step, without interruption.
Optimization
We improve resource use, response times and cost.
Before-and-after report
We report the impact of the migration with measured results.
Migration & Optimization
How we work
01Measurement
Current usage, cost and performance.
02Plan
What moves, in what order, with a rollback plan.
03Migration
Step by step, measured at every step.
04Tuning
Post-migration tuning and a report.
Migration & Optimization
What you have at the end
- A migration documented with before-and-after measurements.
- Tuned models running inside your organization.
- A predictable cost structure.
Migration & Optimization
How we work with you
Scope agreed up front
We agree the architecture, scope and cost with you before work starts. What you plan is what you pay; no surprise items.
On-premise by default
Our default is your own servers. Data and models stay inside; every route out is documented.
On-site setup
When needed, our team is on site: placing the hardware, first boot, configuration and validation are done with you.
One team
The people who assess, install and operate are the same team. Knowledge is not lost in handovers.
We measure as we go
We test core workflows before every delivery and take a backup before every update.
We stay with you
After installation we keep operating it with monitoring, updates and support. The service level is written in the contract.
Migration & Optimization
FAQ
Should we move everything on-premise?
No. Some work can stay in the cloud; with Bizz AI Gateway both are managed through one gate.
Will quality drop?
Every workload is tested with real examples before it moves; if quality drops, it does not move.
Will service stop during the migration?
No; work moves in phases.
Migration & Optimization
Want to see it on your own servers?
We will show our products against your needs, using fictional data.