Chemicals Financial Forecast

Currently I am modeling a 3 FS of a Special chemical company with access to its raw material to cover part of their inputs. Any ideas how to create consistent assumptions for the IS? Because revenue jumped 100% YoY (and expected to continue exp growth) and historic ratios are extremely high and outdated but current ratios could be too low for the long run.

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