Bentley Systems, Incorporated (BSY) | The Buildout — AI Infrastructure
The Verdict
Bentley Systems makes software for designing, engineering, constructing, and operating infrastructure. The AI buildout reaches it indirectly: data-center power demand forces transmission-grid upgrades served by its Power Line Systems products, and electrification drives minerals demand served by its Seequent geoscience software. It is also building the interface between deterministic engineering applications and probabilistic AI models through MCP servers and APIs.
| Market Cap | — |
| Revenue (TTM) | $1.6B |
| Revenue Growth | +12.2% |
| EBITDA Margin (TTM) | 28.2% |
| Net Debt | $1.1B |
| Earnings Beats | 4 of 7 |
| P/E (TTM) | — |
| EV/EBITDA (TTM) | — |
What We Like
- 470 of the ex-China top design firms are Bentley accounts, covering 93% of ex-China design billings; Bentley ARR across these accounts is $414 million.
- Over three-quarters of ex-China top owner-operators — managing over 80% of such assets — are Bentley accounts; excluding commercial/facilities, 90% of assets are managed by Bentley accounts.
- Q2 constant-currency ARR growth was 12.0%, up from 11.5% in Q1, with 109% net revenue retention and 99% account retention.
- Resources was the fastest-growing sector in both Q1 and Q2; Seequent software is used in more than 60% of the world's high-temperature geothermal electricity generation.
- International PLS revenue is now as large as the entire PLS business was at acquisition in 2022, and management cites an estimated 35 gigawatts of additional U.S. capacity needed by 2030.
What We’re Watching
- Direct AI monetization is not planned until 2027; the current MCP/API architecture still runs on desktop, not cloud platform services.
- Virtuoso is adding over 600 new logos per quarter, but a larger SMB base creates a larger absolute churn dollar amount to offset.
- FX is a near-term headwind: H2 2026 revenue faces an incremental $8–10 million negative impact if end-of-July rates persist.
- Q4 2026 is the largest renewal quarter; Q2 renewal uplifts were about 10%, in line with prior quarters.
The thesis is intact: the base business is confirmatory, with modest ARR acceleration and stable retention, and management reaffirmed the full-year free cash flow and margin outlook. The open question is whether 2027 API monetization converts Bentley's embedded infrastructure accounts into a second consumption model on top of attended subscriptions.
Earnings Beat
Bentley reported Q2 2026 revenue of $411 million, up 12.8% year over year and 12.2% in constant currency. Subscription revenue was 92% of total and rose 13.6% year over year. Q2 gross margin was not separately disclosed; adjusted operating income less stock-based compensation was $116 million, a 28.3% margin.
| Metric | Q1 FY2026 | Q4 FY2025 | Q1 FY2025 | YoY |
|---|---|---|---|---|
| Revenue | $424M | $392M | $370M | +14.5% |
| Gross margin | 82.6% | 81.9% | 82.3% | +30bps |
| EBITDA | $142M | $93M | $131M | +8.9% |
| EPS | $0.30 | $0.18 | $0.27 | +8.1% |
| ARR | $1.536B | $1.495B | n/a | +12.0% constant currency y/y |
| Net revenue retention (constant currency) | 109% | 109% | n/a | — |
We’re not planning to monetize this year. We’re planning to start monetizing next year.— Nicholas Cumins, 2026-08-06
Management tone: Management was confident, specific, and disciplined. It reaffirmed the full-year outlook, gave an explicit, dated answer on AI monetization, and said the enterprise-finance and Quote-to-Cash platform go-live costs were absorbed within profitability rather than excluded.
Management Guidance
Management reaffirmed full-year free cash flow of $500–570 million and annual constant-currency margin improvement. H1 free cash flow represented about 47% of the full-year outlook, within the guided 45%–50% range, and management expects 50%–55% of full-year free cash flow in the second half. ARR seasonality is expected to be similar to 2025, with relatively stable organic year-over-year ARR growth rates. If end-of-July FX rates persist, H2 revenue faces an incremental $8–10 million negative impact versus outlook assumptions.
Trajectory
Revenue has been accelerating in the audited trailing series, from $364 million in Q2 FY2025 to $424.2 million in Q1 FY2026. Q2 FY2026 revenue of $411 million was lower sequentially, which management attributed to normal timing, while ARR rose to $1.536 billion. Gross, operating, and EBITDA margins are expanding year over year, and trailing-twelve-month free cash flow conversion is 174% of net income.
The Model
The model projects FY+1 revenue of $1,690 million and EBITDA of $515 million, a 30.5% margin, anchored by roughly 12% constant-currency ARR growth and 109% net revenue retention. FY+2 revenue is projected at $1,900 million with EBITDA of $591 million, a 31.1% margin, driven by planned 2027 AI monetization and continued grid and resources demand.
| Metric | FY2025 | Next FY (E) | Following FY (E) |
|---|---|---|---|
| Revenue | $1.5B | $1.7B | $1.9B |
| YoY Growth | — | +12.5% | +12.4% |
| EBITDA | $428M | $515M | $591M |
| EBITDA Margin | 28.5% | 30.5% | 31.1% |
Projections are the median of 5 independent model runs. The model’s revenue sits 1.3% above analyst consensus.
Management reaffirmed full-year free cash flow of $500–570 million and annual constant-currency margin improvement. H1 free cash flow represented about 47% of the full-year outlook, within the guided 45%–50% range, and management expects 50%–55% of full-year free cash flow in the second half. ARR seasonality is expected to be similar to 2025, with relatively stable organic year-over-year ARR growth rates. If end-of-July FX rates persist, H2 revenue faces an incremental $8–10 million negative impact versus outlook assumptions.
What Could Go Right — and Wrong
- 2027 API/token monetization begins with named accounts and scales, adding a second consumption model to attended subscriptions.
- U.S. permitting reform or the surface transportation bill passes, accelerating Power Line Systems ARR.
- Bentley Asset Analytics closes big owner-operator deals, making the AI-linked revenue line more material.
- Management completes a programmatic acquisition in 2026.
- Resources and Seequent demand continues across mining, geothermal, and water, keeping the fastest-growing sector intact.
- Direct AI monetization slips beyond 2027, leaving growth near the current 12% base business.
- AI/agentic workloads pressure gross margins as cloud consumption scales.
- Mining or grid investment slows; Resources is the fastest-growing sector.
- Q4 2026 renewals underperform the roughly 10% uplift pattern.
- FX and rising cloud/compute costs pressure reported revenue and gross margin.
Looking Ahead
The next 12 months test renewals, a programmatic acquisition, and the first steps toward 2027 AI monetization. Q4 is the largest renewal quarter and management expects an acquisition in 2026.
- Q4 2026Largest renewal quarter — Tests whether ~10% renewal uplifts and 109% net retention hold.
- 2026Programmatic acquisition expected — Management expects a programmatic acquisition in 2026.
- 2027AI monetization begins — Adoption, exploration, validation now; revenue expected in 2027.
Financials
Annual Summary
| Metric | FY2024 | FY2025 | TTM | YoY |
|---|---|---|---|---|
| Revenue | $1.4B | $1.5B | $1.6B | +11.0% |
| Gross Margin | 81.0% | 81.5% | 81.6% | +55bps |
| EBITDA | $367M | $428M | $2.1B | +16.6% |
| EBITDA Margin | 27.1% | 28.5% | 28.2% | +137bps |
| Net Income | $235M | $278M | $282M | +18.4% |
| Free Cash Flow | $421M | $520M | $2.5B | — |
| Net Cash | — | — | — | — |
Key Ratios (Trailing)
- P/E TTM—
- EV/EBITDA TTM—
- EV/Revenue TTM—
- Price/FCF TTM—
- Gross Margin (TTM)81.6%
- EBITDA Margin (TTM)28.2%
- Net Margin (TTM)18.1%
- ROIC12.9%
- FCF Conversion112.0%
- SBC / Revenue4.0%
The Company
Bentley Systems is the infrastructure engineering software company. It supplies modeling and simulation applications, project delivery and data management, digital twins, and AI-driven asset analytics used to design, engineer, construct, and operate roads, rail, bridges, utilities, mines, and offshore assets.
The business is overwhelmingly subscription-based. Subscription revenue was 93% of Q1 2026 and 92% of Q2 2026 total revenue. It runs through Enterprise 365 for large accounts and Virtuoso for SMB, is predominantly direct (channel partners about 6% of revenue), and relies on Microsoft Azure as principal cloud supplier with Google Cloud added in 2024. Owned locations are in Exton, Pennsylvania and India, with no owned data centers.
Business Segments
Competitive Landscape
The source material mentions competitive positioning against Autodesk, Trimble, and others moving into AI/asset operations, but does not provide a segment-by-segment competitor list.
- AutodeskMentioned as a competitor moving into AI/asset operations.
- TrimbleMentioned as a competitor moving into AI/asset operations.
Supply Chain
Bentley buys cloud services from Microsoft Azure and Google Cloud, then sells engineering software to infrastructure owners and design firms. No neighbor transcript in the source mentioned it by name.
More on BSY: Earnings recap