# PVcase Financial Model

B2B SaaS platform for solar PV project design and engineering - automates ground-mount, rooftop, and energy yield modelling workflows.

- Canonical: https://finamodel.com/startups/pvcase
- Excel download: https://finamodel.com/startup-models/pvcase.xlsx
- Category: Climate/Energy
- Model type: SaaS ARR / Valuation
- Funding round: Series B
- Funding: $100M
- Founded: 2023
- Geography: Global - operating in 60+ countries [DECK, slide 6]; US and EU primary policy tailwinds highlighted [DECK, slides 2].
- Customer: B2B

## About the company

PVcase develops solar-design software for ground-mount, roof-mount, and energy-yield modelling. Its products automate layout, cabling, shading, and simulation for solar developers and engineers, with claims including dramatically faster design and improved project capacity and energy output.

The platform serves a global solar-development market and operates in more than 60 countries. Its commercial model is recurring software licensing for design teams, with a product suite that can expand from an initial workflow into adjacent design and yield-analysis tools.

The model should build SaaS revenue around customer logos or design seats, subscription value, product adoption, renewals, and cross-sell between Ground Mount, Roof Mount, and Yield. Include implementation and support costs where relevant, then connect sales hiring, R&D, gross margin, and cash runway to the ARR and retention assumptions.

## What's included

- 5-year monthly revenue build with stage-appropriate growth assumptions
- Full P&L, headcount plan, and operating-expense schedule
- Cash-flow statement, runway, and burn-rate tracking
- Valuation via exit multiple with a DCF cross-check
- Returns analysis with MOIC and IRR
- Unit economics including CAC, LTV, payback, and cohort retention

## Product & value proposition

Three software products:

**PVcase Ground Mount**
- 30x faster designs vs. manual
- 11% increase in capacity
- 9% more precise cable lengths
- 13% increase in energy production
- Operates in 60+ countries

**PVcase Roof Mount**
- Automatic layout generation
- Rapid 3D building preparation
- Accurate shade loss modelling
- Adapt models to flat or sloped roofs
- Automated and semi-automated stringing

**PVcase Yield**
- Cloud-based energy yield simulation
- 10+ years of R&D experience
- No size limitations; faster modelling
- Integration with PVcase Ground Mount
- Physics-based simulation for bifacial and HSAT systems

Core value prop: 30x design time reduction vs. manual; drives design standards across regional offices; best-in-class customer service; positioned for full lifecycle (early design through post-construction).

Customer testimonial: Lasse Nieswitz, Team Lead Design Engineering, STEAG Solar Energy Solutions (SENS) - cites ease of training new engineers in two weeks.

## Market

- Global solar PV installations projected to reach **857 GW by 2029**.
- 2015–2021: average ~21 GW/year additions growth.
- 2022–2029: average ~84 GW/year additions growth projected - **4x PV installations growth 2022–2029**.
- US tailwind: **$369B** Inflation Reduction Act (2022) for Energy Security and Climate Change.
- EU tailwind: 2030 Climate Target Plan - **55% emissions decrease** below 1990 levels.

## Revenue model

- SaaS subscription model per product module (Ground Mount, Roof Mount, Yield); typical for engineering design software - per-seat or per-project licence. Rationale: company describes itself as SaaS (COO bio references "IaaS and SaaS"), and software tools of this type universally sold as annual subscriptions.
- Likely tiered by seats or by project volume (number of MW designed), common in solar design software (e.g., Helioscope, Aurora Solar comparable). No pricing shown.
- Channels: direct sales (CSO with 15+ years senior sales leadership); likely inbound via product reputation.

## Traction & metrics

- **60+ countries** - geographic reach of PVcase Ground Mount.
- Customer reference: STEAG Solar Energy Solutions (SENS) - named enterprise customer.
- No revenue figures, ARR, customer count, MRR, growth rates, or churn in deck.

## Competition / moat

**Problem framing**:
- Industry pain points: slow manual processes; inaccurate designs not fit for construction; fragmented software (no single tool covers full lifecycle); inconsistency across offices/regions; poor customer service.

**Moat claimed**:
- 30x speed advantage over manual workflow.
- Full-lifecycle positioning (design → yield simulation → post-construction) - differentiates from point solutions.
- Cross-regional standardisation capability.
- 10+ years R&D in yield simulation (PVcase Yield).

## Team & funding ask / use of funds

**Leadership team**:
- David Trainavicius - CEO; 10+ years solar engineering; repeat founder (prior solar company).
- Toma Dile - COO; 10+ years HR/Operations; 5+ years in international IaaS/SaaS.
- Douglas Geist - CSO; 15+ years senior sales leadership.
- Adam Pazarauskas - CPO; 7+ years solar engineering + software product management.

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## Recommended financial model

- **Archetype + why:** B2B SaaS ARR model. PVcase sells subscription software (3 modules) to solar engineering firms and EPCs globally. The right model tracks seats/licences → ARR → net revenue retention → cash flow. The solar market growth slide (4x installations 2022–2029) sets the macro demand driver that feeds a bottoms-up seat expansion story.

- **Forecast horizon & granularity:** 5 years (2023–2027), monthly for Year 1, quarterly thereafter. 2022 as base/historical anchor if data can be sourced.

- **Key drivers & assumptions:**

| Driver | Value | Source |
| -- | -- | -- |
| Starting customer count | ~150–300 enterprise/SME accounts; rationale: 60+ countries, enterprise sales motion, 2022 deck | - |
| Average seats per customer | 5–20 seats; rationale: team-based tool used per office/region | - |
| Average selling price (ASP) per seat per year | $2,000–$5,000; rationale: comparable solar design SaaS (Helioscope ~$1,500–$3,000/yr/seat; Aurora Solar similar) | - |
| New logo growth rate | 30–50% YoY; rationale: 4x installations market growth provides strong top-of-funnel tailwind | - |
| Net Revenue Retention (NRR) | 110–120%; rationale: multi-module upsell path (Ground Mount → Roof Mount → Yield) | - |
| Gross margin | 75–85%; rationale: pure software, low COGS | - |
| CAC (blended) | $8,000–$20,000 per customer; rationale: enterprise B2B sales, CSO-led team | - |
| S&M as % of revenue | 35–50% in growth phase | - |
| R&D as % of revenue | 20–30%; rationale: 10+ yr R&D moat to maintain; 3 product lines | - |
| G&A as % of revenue | 10–15% | - |
| Module mix (Ground Mount / Roof / Yield) | 60% / 25% / 15% initially; Yield growing as cloud product matures | - |
| Geographic revenue split | US 40%, Europe 40%, ROW 20%; rationale: policy tailwinds in both US (IRA) and EU (2030 plan) | - |
| Market growth multiplier (macro) | 4x PV installations 2022–2029 (~20% CAGR) | - |

- **Scenarios (Base / Bull / Bear):**
  - **Base:** 35% logo growth, NRR 115%, ASP stable, gross margin 80%.
  - **Bull:** 50% logo growth (IRA + EU policy accelerates enterprise adoption), NRR 125% (Yield module upsell), international expansion into ROW.
  - **Bear:** 20% logo growth (sales cycle elongation, macro slowdown), NRR 105%, pricing pressure from new entrants, higher S&M spend needed.
  - Flex variables: new logo adds, NRR, ASP/pricing, module attach rate.

- **Required sheets / outputs:**
  1. **Assumptions** - all drivers in one place, toggle for scenarios.
  2. **ARR Bridge** - beginning ARR + new ARR + expansion − churn = ending ARR (monthly/quarterly).
  3. **Revenue** - ARR recognised to revenue (assume annual contracts, straight-line).
  4. **P&L (Income Statement)** - Revenue → Gross Profit → EBITDA → Net Income.
  5. **Headcount & Opex** - by department (S&M, R&D, G&A); tie to hiring plan.
  6. **Cash Flow** - operating cash; burn/runway; fundraise timing.
  7. **Balance Sheet** - lightweight; cash, deferred revenue, equity.
  8. **KPI Dashboard** - ARR, MRR, customer count, NRR, LTV/CAC, gross margin, CAC payback months, Rule of 40.
  9. **Market Sizing** - top-down GW installation growth → addressable engineering hours → software licence opportunity (to contextualise revenue targets).

## Frequently asked questions

### Is the PVcase financial model free?

Yes. The PVcase model is a free Excel download with live formulas.

### Can I change the assumptions?

Yes. The workbook is editable and its live formulas recalculate when assumptions change.