Infrastructure
Compute, storage, backup capacity, networking, power and replacement planning.
Decision guide
Calculate total operating cost, not only the model price
Local AI can reduce some variable service costs, but it also creates hardware, integration and operating responsibilities that must be budgeted.
Direct answer
The total cost combines initial deployment and recurring operations. Initial items include hardware, installation, data preparation, integration and training. Recurring items include licences, electricity, support, monitoring, backups, updates and evaluation. A useful comparison uses the same period, service level and risk assumptions for every option.
Cost categories
Implementation
Installation, security configuration, connectors, corpus preparation and acceptance tests.
Operations
Monitoring, incident response, updates, restoration tests and support.
Evaluation
Reference questions, source checks, quality reviews and regression testing.
A comparison formula
Over the chosen period, add initial investment, recurring fixed cost, usage-dependent cost and internal operating time. Then add the expected cost of errors and interruptions according to the process risk.
Compare this total with the current process and with cloud alternatives. Include exit, data export and migration effort so that a low first-year price does not hide long-term dependency.
Information needed before deciding
- Number of active users and peak simultaneous use.
- Corpus size, formats, growth and update frequency.
- Expected response time and availability.
- Existing hardware and its remaining life.
- Required Microsoft 365, Odoo or other integrations.
- Internal time for ownership, review and support.
- Measurable value: time saved, delay reduced or quality improved.
Frequently asked questions
Is local AI always cheaper?
No. The result depends on workload, hardware, integration and operating capacity. Local deployment can be attractive for controlled, repeated workloads, but the full cost must be measured.
Should employee time be included?
Yes. Data preparation, administration, evaluation and user support are real costs even when they do not appear on a supplier invoice.
Continue exploring
Start with one measurable process
Choose one use case, a controlled document set and a result that your team can verify.
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