Open-source runtime verification for AI, licensed under Apache-2.0.
QWED
Contact

Type to search pages, engines and advisories.

    Looking for API details?Search the docs

    Tax decisions, checked before they are filed or paid.

    AI is starting to classify workers, calculate payroll deductions and apply tax rules. QWED Tax checks those decisions against specific rules for the United States and India, so a wrong classification or a misplaced decimal stops at the gate.

    What QWED checks here

    • Payroll
    • Employee or contractor
    • The ABC test
    • Sales tax nexus

    With QWED Tax

    Tax rules are exact. Fluent answers are not.

    A small slip becomes a penalty, a wrong refund or an audit.

    Nobody checked any of it

    Without QWED

    • A figure that ignores a limitFICA tax on a $500,000 salary given as $31,000, as if the Social Security wage limit did not exist.
    • A loss set off in the wrong placeAn intraday trading loss set off against salary, which Indian tax rules do not allow.
    • A crypto loss deductedA Bitcoin loss deducted from business profit, against Section 115BBH.

    Each one checked before it is used

    With QWED

    1. A figure that ignores a limitPayrollGuardThe wage limit is applied, and the figure is held.
      VERIFIED · DENY
    2. A loss set off in the wrong placeInterHeadAdjustmentGuardThat set-off is not allowed, so it is held.
      VERIFIED · DENY
    3. A crypto loss deductedCryptoTaxGuardSection 115BBH does not allow it, so it is held.
      VERIFIED · DENY

    What is proven correct goes through, with a record of why.

    QWED returns the decision; your integration acts on it.

    What QWED checks

    Each check encodes one specific rule. They run locally and need no model.

    • PayrollGuard · US

      Payroll

      Gross-to-net pay, including the 2025 Social Security wage limit of $176,100.

    • ClassificationGuard · US

      Employee or contractor

      W-2 versus 1099 classification.

    • ABCClassificationGuard · US

      The ABC test

      Worker classification under the ABC test used in California, Massachusetts and New Jersey.

    • NexusGuard · US

      Sales tax nexus

      Economic nexus thresholds.

    • Form1099Guard · US

      1099 filing

      Whether a 1099-NEC or 1099-MISC is required.

    • ReciprocityGuard · US

      Cross-state withholding

      New York and New Jersey withholding.

    • GSTGuard · India

      GST

      Reverse charge, and the CGST, SGST and IGST split.

    • TDSGuard · India

      Tax deducted at source

      TDS on contractor and professional payments.

    • InputCreditGuard · India

      Input tax credit

      Credits blocked under Section 17(5).

    • CryptoTaxGuard · India

      Crypto

      Section 115BBH rules for gains and losses.

    • RemittanceGuard · India

      Money sent abroad

      The $250,000 LRS limit and TCS.

    • InterHeadAdjustmentGuard · India

      Setting off losses

      Which losses may be set off against which income.

    Where it fits

    1. Your AI

      Classifies a worker, calculates a deduction or applies a tax rule.

    2. QWED

      Checks the decision against the encoded rule for that country and case.

    3. Your systems

      Payroll, invoicing and filing systems act only on decisions that passed.

    Good to know

    • QWED Tax is not a calculator, a filing platform or a payroll system. It checks decisions that an AI or another system has made.
    • It covers specific rules for the United States and India, not every tax regime. It does not file returns.

    Get started

    • QWED Tax

      v0.2.1Status not declared

      Tax compliance and withholding. Also on npm as @qwed-ai/tax.

      pip install qwed-tax

    Bringing AI into tax or payroll?

    Tell us what your AI does and where a mistake would hurt.

    Contact

    Other fields