---
title: R&D Tax Credit Knowledge Base | Matt Roberts
description: Explore our R&D Tax Credit thought leadership and learn about how TaxCredit.ai uses machine learning on engineering data to calculate your R&D Tax Credit and generate defensible Qualified Research Activity documentation.
image: https://blog.taxcredit.ai/hubfs/linkedin-profile.png
---

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### [8 Reasons Your Tech Startup Shouldn't Pay 20% R&D Tax Credit Fees](https://blog.taxcredit.ai/en/blog/8-reasons-your-startup-shouldnt-pay-20-rd-tax-credit-fees)

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### [Avoiding the pitfalls of claiming the R&D tax credit for software development](https://blog.taxcredit.ai/en/blog/avoiding-the-pitfalls-of-software-engineering-rd-tax-credits)

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