Maturity Based Forecasting

Different stages of a company's lifecycle require different forecasting approaches. The maturity based forecasting feature automatically applies suggested forecasting methods and benchmarking data sources to key Forecast fields based on the selected Maturity for the subject company.

By configuring these settings automatically, Valutico reduces manual forecast setup and provides a reasonable starting point for projections with minimal user input. The suggested methods reflect the typical financial characteristics of companies at different stages of their lifecycle and can be modified at any time.

When you select the maturity of the subject company while creating a valuation, Valutico automatically configures the default forecasting methods for the following fields on the Financial Projections tab of the Forecast module based on the selected maturity.

If benchmarking data is unavailable for a particular line item, Valutico defaults to Keep % Constant, regardless of the selected maturity.

The table above shows the default forecasting methods applied to each line item based on the selected company maturity.

When Benchmarking Data is selected, Valutico uses data from the selected peer group.

For more information, see Benchmarking+ Tools for Smarter Projections.

Interpolate gradually transitions from the value of the field in the last actual year to the selected benchmark by the terminal year.

For example, if the last actual Operating Expenses (% of Net Sales) is 40% and the Median benchmark is 25%, Interpolate → Median linearly reduces the forecast from 40% to 25% over the forecast period.

Keep % Constant carries forward the last actual historical percentage or ratio throughout the forecast period.

The suggested forecasting methods are applied to reflect how companies typically evolve throughout their lifecycle. While every business is unique, these defaults provide a practical starting point that aligns with common valuation assumptions.

Seed-stage companies are typically pre-revenue or in the earliest stages of commercialization. Revenue growth and capital expenditure therefore use higher benchmarking assumptions to reflect rapid expansion and investment. Operating expenses and depreciation are expected to evolve as the business develops, so these items gradually interpolate toward normalized peer levels.

Start-up companies are generally focused on accelerating growth while continuing to invest in products, infrastructure, and market expansion. Revenue growth and capital expenditure continue to use upper-range benchmarking assumptions, while operating costs and depreciation progressively move toward industry norms as the business matures.

Scale-up/growth companies have established a viable business model and are transitioning toward sustainable growth. Revenue growth, operating expenses, depreciation, and capital expenditure therefore interpolate toward median peer values, reflecting improving operating efficiency and a gradual normalization of financial performance.

Mature companies typically exhibit stable revenue growth, operating margins, capital expenditure, and asset replacement cycles. Accordingly, Valutico primarily applies median benchmarking data across supported forecast line items, providing assumptions that are representative of established businesses.

Liquidation

Companies in liquidation are focused on winding down operations rather than pursuing future growth. Revenue is generally expected to decline, while capital expenditure is minimal or discontinued. Operating expenses, depreciation, and other ratios often depend on company-specific circumstances such as asset disposals, contractual obligations, or wind-down costs, making historical values more representative than peer benchmarkings.

Companies undergoing restructuring are expected to transition toward a more sustainable operating model. Revenue growth, operating expenses, and depreciation therefore move toward normalized market levels where appropriate, while capital expenditure and certain asset-related assumptions may remain constant if investment activity is expected to remain limited during the restructuring period.

The forecasting methods automatically selected based on the company's maturity are intended as starting points only.

You can manually change the forecasting method or benchmarking data source for any supported field at any time.