It means you can deduct the interest payment from the profits you have to pay tax on, thereby paying less tax. Example: if profit before tax and interest = 1000, interest = 200 and tax = 30% then I only need pay interest on 1000-200 = 800 @ 30% = 240, (not on the full 1000, which would have meant paying 300 tax).
