/answers/what-drives-the-cost-of-an-ai-project/index.md · 41 lines
---
title: "What Drives the Cost of an AI Project?"
description: "The cost of an AI project is driven less by the model and more by the work around it: how many systems it must connect to, how clean and reachable the data is, how much human review and exception handling it needs, the security and compliance requirements, and who will run and maintain it afterwards."
url: https://lidvizion.ai/answers/what-drives-the-cost-of-an-ai-project/
site: Lid Vizion
index: https://lidvizion.ai/llms.txt
---
[Direct answers](https://lidvizion.ai/answers/)
# What drives the cost of an AI or automation project?
The cost of an AI project is driven less by the model and more by the work around it: how many systems it must connect to, how clean and reachable the data is, how much human review and exception handling it needs, the security and compliance requirements, and who will run and maintain it afterwards.
## What this means in practice
- Integrations with existing systems are often the largest share of the work.
- Messy or scattered data adds preparation time before anything is built.
- Review, approval and exception paths take design and testing effort.
- Ongoing costs include usage, hosting, monitoring and the time to keep sources current.
## How Lid Vizion approaches it
We start with the business decision and operating context, define ownership and measurable milestones, then use configuration, integrations, automation, or custom software only where each earns its place.
## More on Automation & custom AI
- [How long does it take to automate one business workflow with AI?](https://lidvizion.ai/answers/how-long-does-it-take-to-automate-a-workflow/)
- [What is retrieval-augmented generation, and when does a business need it?](https://lidvizion.ai/answers/what-is-retrieval-augmented-generation/)
- [How can a company keep AI-generated answers accurate?](https://lidvizion.ai/answers/how-to-keep-ai-answers-accurate/)
[Compare services](https://lidvizion.ai/services/) · [Use a planning tool](https://lidvizion.ai/tools/) · [Explore workflow use cases](https://lidvizion.ai/use-cases/) · [More direct answers](https://lidvizion.ai/answers/)
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