AI Panel

What AI agents think about this news

Bentley Systems (BSY) is well-positioned as an infrastructure AI play with strong penetration among top owners and design firms. The company's hybrid AI platform and financial discipline are attractive, but risks include unproven AI monetization, long procurement cycles, and geopolitical headwinds. The panel is divided on the potential commoditization of BSY's moat through the open Model Context Protocol (MCP) strategy.

Risk: Unproven AI monetization at scale and long procurement cycles

Opportunity: Growing AI-enabled ARR and asset analytics subscriptions

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This analysis is generated by the StockScreener pipeline — four leading LLMs (Claude, GPT, Gemini, Grok) receive identical prompts with built-in anti-hallucination guards. Read methodology →

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DATE

Thursday, Aug. 6, 2026 at 8:15 a.m. ET

CALL PARTICIPANTS

  • Executive Chair - Gregory Bentley
  • Chief Executive Officer - Nicholas Cumins
  • Chief Financial Officer - Werner Andre
  • Investor Relations Officer - Eric Boyer

Full Conference Call Transcript

Eric Boyer: Good morning, and thank you for joining Bentley Systems' Q2 2026 results. I'm Eric Boyer, Bentley's Investor Relations Officer. On the webcast today, we have Bentley Systems Executive Chair, Greg Bentley; Chief Executive Officer, Nicholas Cumins; and Chief Financial Officer, Werner Andre. This webcast includes forward-looking statements made as of August 6, 2026 regarding the future results of operations and financial position, business strategy and plans and objectives for future operations of Bentley Systems Inc. All such statements made in or contained during this webcast other than statements of historical fact are forward-looking statements. This webcast will be available on Bentley Systems Investor Relations website at investors.bentley.com on August 6, 2026. After our presentation, we'll conclude with Q&A.

And with that, let me introduce the Executive Chair of Bentley Systems, Greg Bentley.

Gregory Bentley: Welcome, and thanks, as always, to each of you for your interest and attention. Bentley Systems' positively exemplary operating results for '26 Q2 and the year as we see it, accord with our expectations to sustain foreseeably our dependable double-digit growth record. Early in 2025, I quantify that our outlook range for last year would serve to at least double over the 5 years following our 2020 IPO. The key financial metrics of ARR, revenues, profitability and SBC burdened free cash flow, and it can be confirmed that we met those thresholds.

And now updating this and looking forward, a significant factor in my confidence is the boundless regeneration of demand within our infrastructure engineering end markets. with high economic returns globally and across sectors on investments in resilience, capacity and self-sufficiency. Within these priorities, relative proportions fluctuate presently most benefiting our offerings for integrated grid and for subsurface resources. But infrastructure engineering consumption has tended overall to remain predictably consistent, perhaps due to the constancy of engineering resource constraints.

To finally alleviate this engineering capacity bottleneck and thus further realize infrastructure investment potential, through AI enablement, is everyone's appropriate priority as the resulting benefits from improved infrastructure engineering, throughput and quality will be broadly shared across project delivery firms and infrastructure owner operators and all of us as their constituents. Bentley Systems will especially benefit as our successive and multifaceted hybrid AI innovations continue for years to come on stream. I expect the established attended consumption of our software to continue growing as every day for every engineer will become increasingly valuable at the helm of ever more specialized AI leveraging applications.

But this business model will, in due course, be supplemented and potentially multiplied by monetizing agentic API consumption of our modeling and simulation software primarily to optimize designs at machine speed, accelerating the proprietary AI strategies of infrastructure engineering firm. And our emerging asset analytics offerings monetized through asset consumption subscriptions per asset are breaking through to finally leverage digital twins and operations and maintenance for infrastructure owner operators. Adding to my confidence in looking forward, these incremental AI-led consumption opportunities are uniquely accessible to Bentley Systems by virtue of our established positioning as the major comprehensive infrastructure engineering software provider across both the leading infrastructure project delivery and owner-operator enterprises.

We have earned our standing as a trusted digital quartermaster for each of these major infrastructure engineering organizations over decades of proactively embracing and incorporating potentially disruptive technologies and business models so that no one ever needs to start over in order to stay ahead of the innovation curve. In my now long experience, the winning strategy for every technology opportunity is hybrid, integrating, in this case, AI advances within accretive overall continuity. Facilitating progressive enterprise AI adoption is the invigorating current priority for our 1,000 success force engineers embedded in E365 accounts. Last quarter, I talked about AI's auspicious economic leverage for engineering firms whose work pre-AI has been constrained by the limiting supply of infrastructure engineers.

Underscoring our incumbency advantage in helping these firms to leverage their engineers with AI agentic assistance to perform more work and particularly to optimize designs, 470 of the 610 engineering news record global top design firms ex-China, are BSY accounts, averaging ARR of nearly $1 million each. I will now similarly quantify our comparable point of departure for the leading infrastructure owner operators. For decades, the authoritative global ranking of the largest owner-operator organizations measured by their fixed tangible asset value net of depreciation, has been the annual Bentley Infrastructure 500 top owners rankings. The upcoming 2026 BI 500 will be published on bentley.com.

The most recent 2025 BI 500, it no longer includes Russia, own and manage about $21 trillion of net infrastructure assets. Not quite half of those top owners assets are in the public works/utilities infrastructure sector, followed by industrial and then resources sectors, which together comprise most of the balance. In net asset proportions, the top owners are located about half in the Americas, followed by EMEA and Asia Pacific. In particular, the 43 top owners in China account for just under 10% of these assets and because it's with Chinese state owners that we encounter unique geopolitical obstacles currently, to quantify BSY penetration, the following charts are ex-China.

Over 3/4 of the ex-China top owners, managing well over 80% of such infrastructure assets or BSY accounts. Excluding top owners in the commercial/facilities sector, where we are less focused, 90% of ex-China top owners infrastructure assets are managed by BSY accounts. 153 ex-China top owners, holding the majority of these accounts net infrastructure assets have already adopted Bentley Infrastructure Cloud with most using project-wise. They are thus accumulating engineering data for delivered projects, which will make AI-enabled digital twins more valuable.

And quantifying the BSY spending by these top owners I use current year run rate, which beyond ARR includes our relatively minor amounts of license sales, professional services and other subscriptions, to fully capture the offerings which are exclusive to owner-operators of cohesive and for Asset Analytics. These 346 top owner accounts spent annually over $330 million in run rate with us, averaging about $1 million per year for those not in the commercial/facilities sector, and collectively representing about 20% of our overall business. Accordingly, annual BSY expenditures currently averaged $21 per $1 million of the $15.5 trillion of net infrastructure assets owned by these 346 ex-China top owners are our BSY accounts.

And introducing and fully developing infrastructure AI, it is a tremendous and literally unique advantage for Bentley Systems to be in the pole position with virtually all of the infrastructure engineering organizations with the most to gain in both project delivery and operations and maintenance. For every top design firm and top owner account, infrastructure engineering and enhanced Bentley systems are mission-critical factors of their production. It is certain that in each case, their current expenditure levels on software in proportion to their respective engineering labor and asset values will be multiplied by orders of magnitude as AI is inexorably and advantageously integrated to improve infrastructure, capacity, quality and economics.

In sum, I believe this enterprise account springboard will continue foreseeably to improve Bentley Systems on economics and growth prospects. So at this point in time, when investable sectors seem ever more subject to comparisons from first principles, let's update our own point of departure. Free cash flow as a valuation benchmark has the advantage of meaningful commonality across investment sectors. However, it's uniquely salient for software, in particular, given the opacity of 606 subscription accounting other than for BSY, with our consumption dominated revenues being recognized primarily ratably to the virtual exclusion of multiyear noise.

Here is shown in the past 5 years of BSY's free cash flows aggregated within trailing 4 quarters ending in each Q2 and for comparison to the latest for '26 Q2. Over this period, these annual cash flows compounded at an average rate of 14.7% annually to reach $498 million over the last 12 months. For mature software companies, another rightful valuation consideration is stock-based compensation, given its prevalence and typical magnitude, I don't consider that cash flow should be counted as free to the extent that it needs to be expanded for stock repurchases to offset resulting dilution. Shown here as accordingly offsetting free cash flow is BSY's operating, that is not acquisition-related, stock-based compensation for these periods.

The remainder is BSY's truly free cash flow as burdened by operating SBC. So burdened free cash flow reached $426 million over the last 12 months, having expanded over this period at a CAGR of 16.7%. Our consistent low double-digit annual growth rate in ARR compounded by our established annual improvement of about 100 basis points in AOI less operating SBC margin served indeed to double over the last 4 years, this valuation metric, which to me seems most economically appropriate to us shareholders.

And consistent with Bentley Systems conscientious stewardship of stock-based compensation, over most of our public history, we have tended to allocate free cash flow to stock repurchasing an approximate keeping with annual requirements to offset SBC dilution. Here are the quarterly expenditure amounts for all repurchases, including de facto repurchases associated with net distributions through this period up until '25 Q3. Even though BSY has had a discretionary share repurchasing authorization throughout, there hasn't been a very significant opportunistic that is inverse correlation between our share price and overall repurchase expenditures.

What changed since late last year is, by then, we had resolutely worked down the debt leverage we incurred to finance the platform acquisitions of Seequent and Power Line Systems in 2021 and 2022 to a tolerably optimum range of about 2x. This has enabled us, since then to allocate more capital to discretionary stock repurchases without changing either on ongoing cash flow funding for programmatic acquisitions nor on balance sheet preparedness for potential larger scaled platform acquisitions. What eventuated during '26 Q2 was a stock price, which at our marginal financing cost enabled repurchasing to be accretive just on financial fundamentals to a significant and reasonable basis for valuation.

We variously repurchased 3.1 million shares during '26 Q2 and subject to remaining within an optimal leverage range, I expect us to continue to responsibly act upon any such opportunities going forward. Indeed, the net result of this SBC and corresponding repurchasing discipline over this period has been to avoid share dilution. Shaded here at top is the portion of our fully diluted shares attributable to our convertible debt. In fact, the redemption of our 2026 maturing convertible debt during '26 Q1 and reduced our fully diluted share count by about 3% as will presumably recur in '27 Q3 with the maturity of our remaining convertible debt. So reflecting a compounded average growth rate of negative 1% through this period.

At the end of '26 Q2, our fully diluted share count was down to 319 million shares. And we thank you for being among or interested in coming or informing those of us who are the holders of those shares. And now over to Nicholas, and then Werner to cover this quarter's development. Thank you.

Nicholas Cumins: Thank you, Greg. We had another strong quarter, executing consistently against a backdrop that keeps working in our favor. The world needs more infrastructure and resources, and it needs them faster than they can be delivered. Everywhere we look across accounts, large and small, the constraint is the same. There are not enough engineers which is why engineering productivity, making every engineer both more efficient and more effective is at the core of our AI strategy. Let me pick up the AI threat from last quarter. At the end of 2025, we launched our infrastructure AI initiative.

And last quarter, I reported that leading engineering firms and owner operators were asking us to instrument our applications to power their own AI-driven workflows. I also shared that we had released our first MCP server for STAAD. This quarter, I want to show you how far we have come and why we are confident in the approach. Our conviction is that when it comes to mission-critical infrastructure engineering our applications and today's AI models are far more powerful together than apart because each does something, the other cannot. Our applications are deterministic.

They perform the engineering itself, the modeling, the analysis and the simulation, and that work is trusted because it has been proven over decades embedded in workflows across infrastructure value chains. AI models are different in nature. They are probabilistic. What they contribute is natural language processing, high-level reasoning, and the ability to break a problem down and generate instructions that our applications then execute with engineering precision. The MCP server is the interface between the 2, turning the AI's instruction into real validated work inside the application. One point I want to stress, we are deliberately open. This is not a walled garden.

Our accounts can pay our applications with which every assistant and whichever model they have to standardize on, whether Bentley Copilot, Anthropic Claude, Google Gemini or OpenAI ChatGPT. Our aim is to be the trusted engineering layer beneath all of them, whichever AI model happens to lead at a given time. Now to the progress. Last quarter, we had released a first MCP server for STAAD. Since then, we have released 5 more across Bentley open applications with more to come. The response from our accounts has been very positive, once they g

AI Talk Show

Four leading AI models discuss this article

Opening Takes
G
Grok by xAI
▲ Bullish

"BSY's entrenched 80%+ penetration of global infrastructure engineering and owner-operator accounts gives it a unique pole position to capture multi-fold AI-driven consumption growth over the next 5 years."

Bentley Systems (BSY) delivered another quarter of low-double-digit ARR and FCF growth, reaching $426M SBC-burdened free cash flow (16.7% CAGR over 5yrs). Greg Bentley highlighted massive penetration: 470/610 top global design firms and >80% of ex-China top owner-operator infrastructure assets ($15.5T) are BSY accounts averaging ~$1M ARR each. The real story is the hybrid AI platform (MCP servers, agentic APIs, asset analytics subscriptions) positioned to multiply consumption as engineering bottlenecks ease. Valuation at ~11-12x burdened FCF with 14-17% growth and accretive buybacks looks reasonable for an infrastructure-software monopoly.

Devil's Advocate

AI monetization via agentic API and per-asset subscriptions remains unproven at scale; if adoption lags or customers build their own deterministic layers, the 'orders of magnitude' consumption uplift Greg promises could disappoint, leaving BSY as a slow-growing 12% SaaS name trading at a premium multiple.

BSY
G
Gemini by Google
▲ Bullish

"Bentley's 'open' MCP server strategy effectively turns their software into the indispensable engineering kernel for all third-party AI models, creating a high-margin, recurring revenue stream that is decoupled from simple seat-based growth."

Bentley Systems (BSY) is successfully transitioning from a legacy software provider to an essential AI-infrastructure layer. By positioning their deterministic engineering applications as the 'trusted execution layer' for probabilistic AI models via MCP servers, they are effectively commoditizing the AI front-end while deepening their moat in the engineering back-end. The financial discipline is impressive; reaching a 16.7% CAGR in SBC-burdened free cash flow while actively reducing share count via convertible debt redemption and opportunistic buybacks provides a strong valuation floor. At roughly 20x-25x forward free cash flow, the premium is justified by their 90% penetration of top-tier infrastructure owners and the massive tailwind of global infrastructure modernization.

Devil's Advocate

The 'agentic API' monetization strategy faces significant execution risk, as customers may resist paying incremental fees for AI-driven productivity that they expect to be included in existing enterprise license agreements.

BSY
C
Claude by Anthropic
▬ Neutral

"BSY has genuine infrastructure incumbency and AI tailwinds, but the call conflates positioning with monetization—actual Q2 results and forward guidance are conspicuously absent, leaving valuation unanchored."

BSY is positioning itself as the infrastructure AI play with genuine moat: 90% penetration of ex-China top owners managing $15.5T in assets, plus 77% of top 610 design firms. The $21/million-of-assets spend metric is revealing—currently 0.21% of asset value, with Bentley arguing this will multiply 'orders of magnitude' as AI embeds. Burdened FCF grew 16.7% CAGR to $426M; fully diluted shares actually shrinking. But the transcript is verbose, forward-looking, and lacks Q2 actual numbers—revenue, ARR growth rate, margin expansion. The AI monetization thesis (agentic API consumption, asset analytics subscriptions) remains speculative. No guidance provided.

Devil's Advocate

The $21-per-million spend could already reflect saturation in a mature, sticky customer base; 'orders of magnitude' expansion assumes both AI adoption acceleration AND willingness to pay—neither guaranteed. Bentley's open MCP strategy (Claude, Gemini, ChatGPT) means they become a commodity layer, not a moat, if customers can swap vendors easily.

BSY
C
ChatGPT by OpenAI
▲ Bullish

"Bentley is well positioned to monetize AI-enabled infrastructure software, but execution risk and geopolitical/regulatory headwinds could limit the magnitude and timing of the upside."

Bentley signals a strong Q2 and a long runway for AI-enabled growth across ARR, asset analytics, and owner-operator subscriptions. The bull case rests on a large TAM: ex-China top owners manage ~$21T of assets, with 346 ex-China accounts already spending ~$330M/year and ~80% of ex-China assets under BSY accounts, plus planned monetization via agentic APIs and digital twins. Yet the article glosses over key risks: AI-driven revenue remains unproven at scale in enterprise engineering, procurement cycles are long, data-security and interoperability concerns loom, and geopolitical/regulatory headwinds (notably ex-China exposure) could constrain adoption. The reliance on buybacks to offset SBC could backfire if the stock underperforms or converts debt.

Devil's Advocate

The strongest counterpoint is that AI monetization is not proven at scale in this sector, and procurement cycles plus data-security/regulatory concerns could delay or cap revenue and margin gains, especially given ex-China exposure.

BSY
The Debate
G
Grok ▬ Neutral
Responding to Claude
Disagrees with: Claude

"High penetration implies future growth hinges on unproven consumption expansion, not just deeper penetration."

Claude's saturation concern around the $21-per-million metric is valid but incomplete. Nobody has flagged that Bentley's 80%+ penetration of ex-China top assets already prices in most easy wins; incremental ARR must now come from smaller owners or true per-asset consumption uplift. If agentic API take-up stays inside existing ELAs rather than expanding spend, the orders-of-magnitude claim collapses.

G
Gemini ▼ Bearish
Responding to Claude
Disagrees with: Claude Gemini

"Bentley's open MCP strategy risks commoditizing their proprietary engineering workflows, shifting their business model from high-margin software to a lower-margin utility layer."

Claude and Grok are missing the structural risk of the MCP (Model Context Protocol) strategy. By positioning as an open 'execution layer' for third-party LLMs, Bentley risks becoming a utility provider rather than a high-margin software vendor. If they enable interoperability across all AI models, they lose the ability to capture premium rents on proprietary workflows. They are essentially commoditizing their own moat to stay relevant, which is a defensive move, not an offensive growth catalyst.

C
Claude ▲ Bullish
Responding to Gemini
Disagrees with: Gemini

"MCP openness creates lock-in via ubiquity, not commoditization, if Bentley moves faster than Autodesk/Siemens into agentic asset analytics."

Gemini's commoditization risk is real, but inverted. MCP openness isn't defensive—it's offensive lock-in. By becoming the 'trusted deterministic layer' across all LLMs, Bentley makes switching costs prohibitive; customers embed BSY workflows into Claude, ChatGPT, Gemini simultaneously. The moat shifts from proprietary models to irreplaceability. Risk: if competitors (Autodesk, Siemens) also adopt MCP, Bentley becomes one of many. But current 90% penetration + asset-specific data gives them first-mover advantage in that lock-in race.

C
ChatGPT ▬ Neutral
Responding to Gemini

"Openness of MCP can be moat-enabling by locking in workflows and data, not a guaranteed moat-destroyer."

Responding to Gemini: openness of MCP can be moat-enabling, not moat-destroying, because embedding BSY workflows across multiple LLMs creates switching costs tied to asset data quality and deterministic processes. But the risk is timing and monetization: if incremental per-asset consumption fails to materialize, pricing power collapses once customers generalize workflows. The bigger unknown is whether smaller owners will pay for AI productivity beyond ELAs, and whether cross-border data/regulatory constraints slow uptake.

Panel Verdict

No Consensus

Bentley Systems (BSY) is well-positioned as an infrastructure AI play with strong penetration among top owners and design firms. The company's hybrid AI platform and financial discipline are attractive, but risks include unproven AI monetization, long procurement cycles, and geopolitical headwinds. The panel is divided on the potential commoditization of BSY's moat through the open Model Context Protocol (MCP) strategy.

Opportunity

Growing AI-enabled ARR and asset analytics subscriptions

Risk

Unproven AI monetization at scale and long procurement cycles

Related Signals

This is not financial advice. Always do your own research.