Sharvary Joshi
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Selected work

Strategy deck

Case study

Tesla Post-IRA Analysis

An assumption-based Monte Carlo case study on Tesla demand after the IRA credit expiration.

Tesla Post-IRA Analysis case study interface preview
Project previewTesla Post-IRA Analysis

How might the IRA credit expiration reshape Tesla's Q3-Q4 demand, and where could pricing support become less effective?

Why this mattered

A case-study model using mock and assumption-based inputs to explore a Q3-Q4 transition after the $7,500 credit expiration. Model outputs are scenarios, not observed Tesla results.

From ambiguity to evidence

  1. Defined assumption-based demand, pull-forward, pricing, and elasticity inputs.

  2. Ran Monte Carlo trials across Q3-Q4 scenarios.

  3. Compared pricing-support scenarios while separating model outputs from observed facts.

What the analysis surfaced

  • The model illustrates how pull-forward can shift demand between adjacent periods.

  • Pricing support can mitigate a modeled decline, but its effect depends on elasticity assumptions.

  • Because inputs are assumption-based, the results are scenarios rather than reported Tesla performance.

What I owned

Strategy analyst; built the scenario framing, Monte Carlo model, and recommendation narrative.