How to Answer “How would you forecast Capex and depreciation in a DCF model?” in Investment Banking Interviews
“How would you forecast Capex and depreciation in a DCF model?” is a common prompt in investment banking interview prep because it tests whether you can translate operating reality into clean, consistent free cash flow forecasts.
In investment banking interview questions, interviewers aren’t looking for a single “correct” method—they want a driver-based approach, consistent links across the statements, and quick sanity checks that show you understand what moves valuation.
What Interviewers Look For in IB Technical Questions on Reinvestment
First, they’re testing whether you understand the mechanics of unlevered free cash flow in a DCF: Capex reduces cash flow (but creates/maintains assets), while depreciation is non-cash (but affects EBIT and taxes). A strong answer keeps the accounting and cash flow logic consistent.
Second, they’re evaluating judgement on modelling assumptions. Analysts are expected to choose a practical forecasting method based on data availability (historicals, management guidance, industry norms) and the company’s lifecycle (high growth vs mature). In many ib technical questions, the “right” answer is the one that’s defendable and ties back to the business.
Finally, they want to see that you can communicate a concise dcf interview answer: clear options (percent of sales, fixed assets roll-forward, capacity/maintenance split), how to connect capex to depreciation, and how you would validate outputs (Capex vs D&A, asset turns, implied growth).
Investment Banking Interview Prep: Capex & D&A Forecasting Framework
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Step 1: Anchor Capex to the business story (growth vs maintenance)
Start by stating what Capex represents and how it should behave over time. In a DCF, Capex is a core reinvestment driver, so I first separate the narrative into growth Capex (capacity expansion, new sites, step-ups for new product lines) and maintenance Capex (spend needed to sustain current revenue and asset condition).
Practically, I look at historical Capex as a percentage of revenue and compare it to depreciation (Capex/D&A) to understand whether the company has been investing above replacement levels. If management guidance exists, I use it for the near years and then fade to a steady-state assumption consistent with margins, market growth, and asset intensity. For a mature business, I’d expect maintenance Capex to trend closer to depreciation over the long run; for a scaling business, Capex can exceed depreciation for several years.
I call out any step-changes explicitly (new plant in year 2, data centre build-out, regulatory spend) rather than hiding them inside a flat percentage-of-sales assumption.
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Step 2: Choose a Capex forecasting method (and keep it simple)
Then I pick the most defensible method given the case and time. Common approaches:
- Percent of revenue (or percent of incremental revenue): Fast, interview-friendly, and often good for high-level valuation interview prep. I’ll usually start here and sanity-check against history and peers.
- PP&E roll-forward / asset-intensity approach: Forecast revenue, assume an asset turn (Revenue/Net PP&E) or Capex-to-sales ratio implied by the target PP&E base, then back into Capex. This is useful when capacity constraints matter.
- Project-based Capex schedule: For discrete build-outs (mines, telecom networks, manufacturing lines), I model known projects explicitly and then add a maintenance layer.
Whichever method I use, I make sure Capex is timed realistically (lumpy for projects) and I separate Capex from acquisitions unless the prompt specifically includes inorganic growth.
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Step 3: Forecast depreciation using an asset base and useful-life logic
For depreciation, I avoid treating it as an independent plug. The clean approach is to link it to the asset base:
- Build a simple PP&E schedule: beginning Net PP&E + Capex − depreciation (and optionally disposals).
- Forecast depreciation either as a percent of beginning/average gross PP&E, or more commonly in interviews, as a percent of beginning Net PP&E based on the historical D&A rate.
If I have enough detail, I translate this into a rough useful life: if depreciation is ~10% of gross PP&E, that suggests ~10-year average life. Then I ensure the implied relationship between Capex and depreciation makes sense over time.
In many DCFs, depreciation is mainly needed to get EBIT, taxes, and unlevered free cash flow right; the key is that it stays consistent with Capex and doesn’t drift to unrealistic levels (e.g., D&A rising while PP&E shrinks).
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Step 4: Tie Capex and depreciation back to free cash flow and valuation drivers
Next, I connect the lines correctly in the DCF build:
- In unlevered free cash flow: NOPAT = EBIT × (1 − tax rate), then add back D&A (non-cash), subtract Capex (cash outflow), and subtract increases in NWC.
- Capex and depreciation should be internally consistent so the DCF isn’t artificially inflated or deflated.
I also explain what this means for valuation: higher sustained Capex reduces free cash flow and can lower value even if EBITDA looks strong; higher depreciation lowers EBIT and taxes (increasing cash taxes shield), but it doesn’t directly reduce cash flow because it’s added back.
When the interviewer broadens into “walk me through a DCF,” I explicitly note that these reinvestment assumptions will materially impact the implied cash flows going into discounting at WACC and, ultimately, the terminal value.
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Step 5: Sanity-check: Capex/D&A, asset turns, and terminal-year realism
I close with quick checks that show modelling maturity:
- Capex vs D&A in steady state: In the terminal period, maintenance Capex often trends toward depreciation for stable businesses. If Capex is permanently below D&A, PP&E will shrink indefinitely, which usually contradicts stable revenue.
- Implied asset intensity: Check Revenue/Net PP&E (or Capex as % of sales) vs history and peers.
- Terminal year consistency: Ensure the terminal-year reinvestment rate supports the terminal growth assumption (if using a perpetuity method) and doesn’t imply impossible economics.
If numbers look off, I’ll adjust the driver (Capex % sales, depreciation rate, or asset turns) rather than forcing a plug. That’s the difference between a mechanical model and an interview-ready, explainable one.
DCF Interview Answer: Forecasting Capex and Depreciation (Model Script)
I’d forecast Capex and depreciation in a DCF with a driver-based approach that keeps the PP&E story consistent.
For Capex, I start by anchoring it to the business: how much is maintenance spend to sustain the current base versus growth spend to expand capacity. In an interview setting I’ll usually begin with Capex as a % of revenue, using historical averages and any guidance for the near term, then fade to a steady-state level that matches the company’s maturity. If capacity is a key constraint, I’ll switch to an asset-intensity approach—using revenue-to-PP&E or a simple PP&E schedule—to make sure the spend required to support the forecast is realistic.
For depreciation, I don’t treat it as a standalone plug. I build a simple PP&E roll-forward: beginning net PP&E plus Capex minus depreciation, and I forecast depreciation using a historical depreciation rate on beginning or average PP&E, which implicitly reflects useful lives. That links depreciation to the asset base and prevents it from drifting away from Capex.
Finally, I sanity-check the outputs: in the terminal period, maintenance Capex should generally be in the same range as depreciation for a stable business; I check implied asset turns and Capex/D&A versus history and peers. Then I flow the results into unlevered free cash flow and discount at WACC, making sure the reinvestment assumptions are consistent with the terminal value setup.
- Lead with the principle: Capex and D&A must be internally consistent through a PP&E story.
- Offer two Capex methods (percent of sales vs asset-intensity) and explain when you’d use each.
- Explicitly mention the terminal period sanity check (maintenance Capex ~ depreciation) to show valuation judgement.
- Tie back to unlevered FCF mechanics: add back D&A, subtract Capex.
Valuation Interview Prep: Common Capex & Depreciation Modelling Errors
- Forecasting depreciation as a flat % of revenue with no link to PP&E, then letting Capex follow a different driver—this breaks internal consistency.
- Assuming Capex equals depreciation every year regardless of growth stage; high-growth or capacity-constrained companies often need sustained Capex above D&A.
- Forgetting timing and lumpiness: project-driven Capex rarely behaves like a smooth percentage of sales.
- Letting terminal-year Capex fall below what’s needed to support the terminal growth rate, inflating terminal value mechanically.
- Mixing up cash and non-cash effects in free cash flow (e.g., subtracting depreciation as if it were cash).
- Not sanity-checking implied asset turns or Capex/D&A against history and basic industry logic.
Follow-Ups You’ll Hear in Investment Banking Interview Questions
If you only have income statement data, how can you estimate Capex and depreciation?
Use historical D&A as a % of revenue (or EBITDA) for a first pass, and estimate Capex using a historical Capex % of revenue from cash flow data; if Capex isn’t available, triangulate via PP&E changes if the balance sheet is provided.
In a perpetuity-growth terminal value, how should Capex relate to depreciation?
In steady state, maintenance Capex typically trends toward depreciation for a stable asset base; if you assume positive terminal growth, reinvestment may need to be at least enough to support that growth.
How do Capex and depreciation affect unlevered free cash flow differently?
Capex is a cash outflow that reduces FCF directly, while depreciation is non-cash and is added back—its main impact is through lowering EBIT and therefore cash taxes.
How would this change in a “walk me through a DCF” answer structure for IB interviews?
I’d state the DCF steps, then highlight reinvestment as a key driver: forecast operating results, set Capex and NWC to support growth, link D&A via PP&E, then discount at WACC and compute terminal value.
What quick checks would you do if the model implies Capex far below depreciation for multiple years?
I’d check whether revenue is also declining, whether there’s a disposal/impairment assumption missing, and whether the Capex driver needs to revert upward; otherwise the model is implicitly shrinking the asset base unrealistically.
How to Practise Your DCF Walkthrough Answer Framework
- Write a 60–90 second version of your dcf interview answer that includes: Capex driver, D&A link, and one terminal-year sanity check.
- Practise answering as a dcf interview question step by step: (1) Capex approach, (2) depreciation approach, (3) how it flows into unlevered FCF, (4) checks.
- Build one mini PP&E schedule from memory (Beg. PP&E + Capex − D&A) so you can explain the linkage without getting lost in formulas.
- Drill two scenarios: a mature company (maintenance-heavy) and a high-growth company (Capex > D&A), so your assumptions sound contextual.
- Use AceTheRound to rehearse with time pressure and feedback, focusing on structure and clarity rather than adding more methods.
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