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AI costs and budgeting

How much AI really costs in the company: price lists, hidden costs, return on investment and how to set your budget.

16 guides in this category

The budget of a Copilot Studio agent distinguishes credits, users, and operating componentsCopilot Studio: prices, credits and cost of agentsCopilot Studio pricing in Italy, credits and PAYG: estimate agent costs by separating harness, users, actions and actual usage.
A prospectus distinguishes cost of the Copilot license, Microsoft 365 plan and adoption projectMicrosoft Copilot: prices and licenses for an Italian SMEMicrosoft Copilot pricing for Italian SMEs: Business add-on, annual terms, promotion, VAT and base plan, with licences and agents budgeted separately.
API credits within Claude: Subscription → API console.Claude Max and Team monthly API credits: amounts, caps and permitted usesClaude Max and Team API credits fund small pilots. Check eligibility, deadlines, the Console and costs to measure before starting.
Sonnet 5.5: cache: Context → Cache hit → Measurement.Sonnet 5.5 halves cache read cost: how much the API bill changesClaude Sonnet 5.5 cuts cache-read prices. Measure reuse, writes and cost per result without mistakenly assuming the whole bill halves.
Claude for Startups: Application → Team → API → Project.Claude Startups expands: a year of Team and API credits, requirements and deadlinesClaude Startups expands Team and API credits for eligible businesses. Requirements, deadlines and ongoing costs for a sustainable MVP.
OpenAI: Build, Launch, Grow: Credit Purchase → Model Limits → Monthly budget.OpenAI API limits: Build, Launch and Grow arrive, what changes for automationsOpenAI API limits with Build, Launch and Grow: thresholds, budgets and handling 429 errors for automation that can withstand usage peaks.
How to calculate the cost of AI APIs based on token consumptionAI API costs: how to calculate themHow token-based AI API pricing works, how to estimate monthly project usage and which choices can drive costs up.
Allocation of an AI budget for a small or medium enterpriseAI budget for SMEs: where to startHow to build an AI budget for an SME: how much to allocate in the first year, how to divide it and how to assess whether it was spent well.
Comparison of subscription AI and custom AI projectSubscription or custom AI: which makes sense?When an AI tool subscription is enough and when you need a custom project: selection criteria, cost comparisons and a recommended approach.
Comparison of internal AI development and reliance on an external vendorDIY AI or agency: how to decideWhen to build AI in-house and when to use a provider: real costs, required skills and the risks of each approach.
The hidden cost items in artificial intelligence projectsThe hidden costs of AI projectsAI costs that quotes often omit: data preparation, training, maintenance and internal staff time. How to estimate them in advance.
Cost components of an AI agent tailored for companiesHow much does a custom AI agent costHow much a custom AI agent costs: price ranges, what affects the quote and how to assess whether your use case is simple or complex.
Cost range of artificial intelligence projects for companiesHow much does AI cost in the company: a guide to real pricesThe real cost of business AI: price ranges by project type, factors affecting quotes and how to avoid wasted spending.
Calculating the cost and return of automating a business processHow much does it cost to automate a business processBusiness process automation costs: price ranges, return calculations and which processes to automate first.
Cost comparison between subscription chatbots and custom AI chatbotsHow much does an AI chatbot cost for companiesHow much an AI chatbot costs: subscription versus custom solutions, pricing factors and when each makes sense.
The recurring cost items to maintain an artificial intelligence systemHow much does it cost to maintain an AI systemRecurring AI system costs: usage, hosting, maintenance and further development. How to estimate them and what happens if they are overlooked.

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