Separate the deployment decision, the implementation, and the cost of running it. All prices are USD. Infrastructure and third-party fees are additional.
Establish the scope
Deployment readiness sprint
$2,500fixed fee
A clear technical scope and implementation decision.
Infrastructure boundary and dependency map
Existing compute review or comparison of up to two providers
Model compatibility, workload test plan, and operating-cost range
Named owners and a go / no-go implementation scope
One workload and one target environment. Assessment and planning; no installation included.
Readiness is optional when your environment, implementation scope, and acceptance criteria can already be established. If commissioned, the sprint is a separate fee, with no automatic credit toward implementation. Sprint plus workflow implementation: $15,000–$22,500 before infrastructure, third-party fees, and taxes. Scope and acceptance criteria are agreed before kickoff.
Already know the scope?
Deployment-only starter
For a qualified environment where your team owns the application integration.
One approved model. One existing environment. One synchronous inference interface. It provides:
Model and dependency inventory
Authenticated synchronous inference interface
One documented HTTP client example
Agreed access and workload checks
Versioned deployment files, tests, and operator runbook
Qualification before the fixed fee applies
An approved model license and supportable runtime
An approved Linux GPU environment and working drivers before implementation; sourcing is available separately
Approved access and a named infrastructure operator
A representative non-sensitive workload and written acceptance criteria
A separate readiness sprint is not required when these prerequisites and the scope can already be established. If a sprint is commissioned, its fee is additional.
Separate scope
Cloud, hardware, third-party fees, and taxes
Application integration beyond the HTTP client example
Model release security scans, signatures, and registry promotion
Durable queues, persistent results, and data migration
High availability, multi-node serving, and 24/7 operations
Post-training, clinical use, patient data, and compliance certification
Additional application paths, preprocessing, and model-specific external services are quoted separately.
Starter payment: $3,750 at kickoff and $3,750 after acceptance. Sprint and workflow billing milestones are agreed in the written scope.
30-day correction commitment: in-scope implementation defects reported within 30 days after acceptance are corrected without another implementation fee. This covers the starter’s endpoint and HTTP example, or the workflow implementation’s agreed application connection. Review and correction periods, blocked prerequisites, cancellation, and refund terms are recorded before kickoff.
The commitment covers implementation defects, with audit outcomes, model accuracy, and ongoing availability outside its scope. Review the acceptance criteria.
Compute and release security.
Compute sourcing can be part of the $2,500 readiness sprint: one target environment and up to two provider comparisons. Provider capacity, hardware, colocation, and infrastructure charges are paid separately.
Model release security is quoted per model and runtime. Artifact scans, runtime CVE evidence, signatures, and registry promotion are not included in either implementation package by default.
Keep releases current.
$1,000–$2,500 / month, optional. Each plan specifies 4–10 business hours per month for agreed updates, release tests, and maintenance tasks. Price depends on the hours and tasks selected; response expectations are written into the plan.
Your operator owns the service outside that allowance. Maintenance excludes unlimited incidents and 24/7 on-call coverage. No Tenantplane management subscription is required.
Illustrative scenarios · September 9, 2026
What does the first year cost?
Start with a worked example, then replace the assumptions. Hosted GPU rates below are comparisons—not quotes for your cloud, or proof that your model fits. All calculations stay in your browser.
Hosted L4 comparison: $0.80 × 730 billed hours = $584/month. Assumptions: $100 storage/network and 4 operator hours × $125 = $500/month. These storage and labor amounts are planning assumptions.
Formula: implementation + readiness + other one-time costs + 12 × (compute + storage/networking + operations). A 730-hour month is a planning convention. Taxes, redundant capacity, staging, extraordinary transfers, and licenses are excluded unless entered. Changed inputs invalidate the download until recalculated.
GPU source: Hugging Face hosted AWS endpoint pricing, checked 2026-09-09. Billed hours and actual capacity must be verified for your workload. Presets replace monthly inputs only; implementation, readiness, and other one-time costs remain as entered.
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