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    VATCalc
    March 3, 2026 (about 18 hours ago)

    Artificial Intelligence comes of age for VAT

    Featured image for: Artificial Intelligence comes of age for VAT
    Global • VATCalc

    Summary

    The article discusses how AI is now being integrated into VAT tax engines, emphasizing that the real benefit comes from smarter workflow design rather than just smarter models. It highlights reliability as the key constraint and advocates a human‑in‑the‑loop operating model to ensure accurate, auditable VAT determinations. It also outlines near‑term applications such as faster coding, ERP reconciliation, anomaly flagging, and regulatory change monitoring.

    Key Insights

    What does VATCalc identify as the real constraint in indirect tax when using AI?

    Reliability, because tax has little tolerance for probabilistic behavior and small errors can become material exposure.

    According to VATCalc, what is the main lever for improving AI performance in VAT tax engines?

    Smarter workflow design around the models, not just smarter models.

    What near‑term applications of AI in VAT tax engines does VATCalc highlight?

    Accelerating implementation work through faster coding and test generation, reconciling ERP outputs against engine determinations, flagging anomalies for human review, and monitoring regulatory change to highlight likely impact on configured logic.

    What operating model does VATCalc recommend for AI in VAT tax engines?

    A human‑in‑the‑loop model with clean source data, a single repository of truth, and workflows that keep knowledge in the system rather than in inboxes.

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