Input ingestion
Macro stress tests
Safety gating
Curve generation
Parsing household assets, fixed obligations, and discretionary consumption vectors without financial product bias.
Subjecting the corpus to historical Indian inflation regimes, asset class shocks, and sequence-of-returns volatility.
Algorithmic screening that outright rejects retirement plans relying on heroic terminal value assumptions.
Plotting exact survival percentiles across multi-decade horizons rather than static arithmetic averages.
Empirical stress testing
Sustained macro divergence
Testing how prolonged periods of low fixed-income yields coupled with high consumer price inflation erode retirement corpus.
Medical inflation deltas
Isolating the disproportionate velocity of private healthcare costs against general urban indices over multi-decade retirements.
Beyond deterministic returns and inflations
Empirical stochastic modeling demonstrates why rigid global heuristics fail in Indian macroeconomic realities. Knowing your exact failure conditions replaces fear with unconflicted mathematical clarity.