Why reconciliation is the first process every finance team should automate
A practical framework for scoping your first Python automation, with the control checks auditors expect.
6 min readPlan your tax position, track statutory deadlines and read what our audit and engineering teams are learning.
Indicative estimate using FY 2025-26 slabs, standard deduction and 4% cess. Surcharge and special-rate income are excluded. Not professional advice.
Old regime liability
₹1,95,000
New regime liability
₹97,500
Lower for your inputs
Potential annual saving
₹97,500
Upcoming GST, income tax, ROC and audit deadlines. Filter by statute.
A practical framework for scoping your first Python automation, with the control checks auditors expect.
6 min readSlab revisions, TDS thresholds and compliance timelines summarised for CFOs and promoters.
8 min readStratified sampling in Pandas with reproducible seeds and workpaper-ready documentation.
7 min readVendor filing lags, place-of-supply errors and how automation surfaces them early.
5 min readBenchmarking Prophet and XGBoost against a rolling 13-week manual model.
9 min readConsent, purpose limitation and retention rules applied to client financial records.
6 min read