Choose the help your deployment needs.
Start with a model and hardware decision, a deployment, a fine-tune or an agent-system build. Agree the scope and support with the researcher doing the work.
What you receive
Model & hardware assessment
Know what to run before you buy hardware.
Candidate comparison · Workload baseline · Cost recommendation
Model deployment & optimization
Fit the model and serving engine to hardware within your budget.
Installed configuration · Measurements · Operating instructions
Fine-tuning & evaluation
Test the quality gap, then train where the evidence supports it.
Evaluation set · Candidate comparison · Deployment artifacts
Agent-system builds
Connect models to your tools and data in a system you can run.
Integrations · Permission and approval rules · Workflow tests
Want to test the work first?
Try DeepSeek-V4.1-Flash on your own requests, then discuss your deployment.
Try our deploymentHow the engagement is scoped
| Phase | Work | Agreement |
|---|---|---|
| Assessment | Compare options on your examples | Agree the decision and checks |
| Build | Adapt, install and test | Agree deliverables and handover |
| Support | Maintain the system with its builder | Agree coverage and on-site work |
Scope, handover and support
Your proposal sets out the work, price, start and handover dates, and what is needed from you. Hardware, cloud charges, engineering and ongoing operation belong in the cost discussion. On-site days and continuing support are agreed as part of the engagement. The researcher who builds the system keeps supporting it under those terms.
Questions about the work
How is the price decided?
From your workload, hardware and the implementation and support scope we agree together. Your proposal separates the engineering work from hardware, cloud and ongoing operating costs.
Who keeps supporting the system?
The researcher who built it. We agree support coverage, on-site work and how to handle problems before starting.
Do I need to buy hardware first?
No. Start with your workload and budget. We compare the options before recommending a purchase or deployment.
Bring the workload and the budget.
We will work out what to measure and what to build.