Jacobs Solutions’ Data Center Pipeline Surge Clashes With AI Revenue Share, Margin Expansion Sources in Q3 Earnings Call

Date of Call: Aug 4, 2026

Financials Results

• Revenue: Gross revenue increased more than 34% year-over-year; adjusted net revenue grew by over 8%.
• EPS: Adjusted EPS grew approximately 14% to $1.84 year-over-year.
• Operating Margin: Adjusted EBITDA margin was 15.2%, up 109 basis points year-over-year.

Guidance:

• Increased FY26 adjusted net revenue growth range to 9.5% to 10% YOY.
• Narrowed FY26 adjusted EBITDA margin range to 14.7% to 14.8%.
• Raised FY26 adjusted EPS range to $7.20 to $7.30.
• Raised FY26 adjusted free cash flow margin forecast to 8%.
• Q4 adjusted EBITDA margin expected approximately 16%.
• Q4 net revenue growth expected approximately 14% YOY.
• Q4 tax rate expected roughly 27.5%.
• Q4 free cash flow expected approximately $150 million.

Business Commentary:

Strong Financial Performance:

• Jacobs reported an adjusted EPS growth of 14% to $1.84, supported by more than 8% adjusted net revenue growth and a margin expansion of over 100 basis points.
• The growth was driven by strong operating performance, lower share count, and favorable end market trends, particularly in life sciences, advanced manufacturing, and critical infrastructure.

Backlog and Bookings Growth:

• The company's backlog grew 27% to $29 billion, setting a new record with a trailing 12-month book-to-bill ratio of 1.4 times on gross revenue and 1.2 times on net revenue.
• This growth was supported by strong awards activity across end markets, especially in advanced manufacturing, environmental, and transportation sectors.

Data Center and AI Infrastructure Expansion:

• Jacobs' direct AI build-out represented 11% of adjusted net revenue, up from 10% last quarter, with a significant increase in the data center pipeline.
• The growth in this sector is attributed to strong demand for AI data center infrastructure and Jacobs' expanded scope of services, including technical advisory, design, and program delivery.

Segment Performance and Margin Expansion:

• The INAF segment reported a 14% year-over-year increase in operating profit on 10% net revenue growth, with operating margins above 15%.
• Margin expansion was driven by strong utilization, operating leverage, and the strategic use of global delivery, particularly in the life sciences and advanced manufacturing sectors.

International and Environmental Sector Developments:

• Jacobs achieved 9% growth internationally, driven by strong performance in Australia, New Zealand, and Asia, while the Middle East and European sectors remained stable.
• In the environmental sector, the company secured significant private sector contracts, providing confidence in a return to growth, supported by ongoing public sector work related to PFAS and regulatory requirements.

Sentiment Analysis:

Overall Tone: Positive

• "We delivered strong results in Q3." "Adjusted EPS grew approximately 14% to $1.84, supported by more than 8% adjusted net revenue growth, all organic." "Backlog grew 27% to $29 billion, setting another new record." "We see continued strong underlying business momentum, as reflected by our third consecutive guidance raise for FY26." "Our pipeline continues to expand. positioning us for profitable growth in FY27 and beyond."

Q&A:

• Question from Andy Kaplowitz (Citigroup): Backward growth has obviously been accelerating... So I know it's early to talk about FY27, but your exit rating Q4 will be in a double digit at 14%. So does that mean it's possible to grow FY27 net revenue as fast or faster than FY26?
  Response: Management defers specifics on FY27 growth algorithm for the next call but feels pretty good about growth at least in line with the long-term average.

• Question from Sangeeta Jain (KeyBank): How should we think about the scope of some of those bookings and the period over which they're going to burn? I'm trying to figure out how we should think about water and environmental growth going forward.
  Response: The wins in Q3 will start to burn in Q4, leading to sequential growth, with water and environmental positioned for mid-to-high single-digit growth in FY27.

• Question from Stephen Fisher (UBS): ...how should we think about that book to bill from here?... how sustainable do you think, say, 1.5 times or better is as you accelerate? And how lumpy do you think it's going to be from here?
  Response: Gross revenue book-to-bill is lumpy (1.5-1.7), but net revenue book-to-bill is expected to be consistent at 1.1-1.3x.

• Question from Jamie Cook (Truist): ...why so much variability to 10 cents around the fourth quarter?... And then my second question, ...Is it fair to say more of the margin uplift would come from IANF versus PA consulting?
  Response: Q4 revenue growth of 14% is supported by program ramps and an extra week. Margin expansion is driven by increased utilization and global delivery. Future margin expansion in FY27 is expected to be balanced between INAF and PA Consulting.

• Question from Andrew Whitman (Baird): ...what should the investment community expect in terms of income statement adjustments between GAAP and non-GAAP?... when can those two converge?
  Response: The gap between GAAP and non-GAAP EPS in Q3 was primarily a tax item. Q4 will see a similar tax delta, but going forward, the gap will reduce substantially and align more closely.

• Question from Chad Dillard (Bernstein): ...Can you talk about some of the moving parts there? How much is mix? How much is pricing? How much is leverage from technology?...
  Response: Margin expansion is driven by operating leverage, global delivery, and mix. FY25 saw 110 bps expansion; FY26 guidance implies another 90 bps, totaling 200 bps, with more expansion ahead.

• Question from Michael Dudas (Vertical Research): ...just maybe you could share some further thoughts on critical infrastructure... And on PA, ...how that could drive some more... growth and some maybe the business...
  Response: Critical infrastructure growth is strong in transportation (high single digits) and E&P (double-digit). For PA, growth is emerging in defense/security in Europe and transportation in the U.S., leveraging synergies.

Contradiction Point 1

Data Center Pipeline Growth and AI Contribution

The magnitude of pipeline growth and AI's role in revenue guidance appears inconsistent.

Is there a specific question from Jerry Revitch through Andrew Ozion (Wells Fargo)? - Andrew Ozion (Wells Fargo) for Jerry Revitch

2026Q3: Data center backlog has doubled; pipeline is 3x larger with visibility extending 2-3 years. - Bob Pergato(CEO)

Can you provide an update on the AI-specific data center infrastructure pipeline, including awarded/backlog amounts and the conversion rate embedded in guidance for next year? - Jerry Revich (Wells Fargo)

2026Q3: AI represents 11% of adjusted net revenue (up from 10% last quarter), with strong conversion of backlog to revenue driving growth in Q4 and FY27. - Venk Nathamuni(CFO)

Contradiction Point 2

Data Center/AI Business Growth Rate

Inconsistent portrayal of the growth rate for the AI/data center business.

What were the earnings results discussed by Andrew Ozion in the Wells Fargo call? - Andrew Ozion (Wells Fargo)

2026Q3: AI represents 11% of adjusted net revenue (up from 10% last quarter), with strong conversion of backlog to revenue driving growth... - Venk Nathamuni(CFO)

Can you provide an update on the AI-specific data center infrastructure pipeline's progress this quarter, including how much is awarded or in backlog, and the conversion rate embedded in your guidance and into next year? - Steven Fisher (UBS)

2026Q2: AI is a major driver, with the data center business growing 100% year-on-year and representing 3%-4% of total business. The broader AI infrastructure ecosystem... accounts for 10%-11% of business and is growing over 40%. - Bob Pragada(CEO)

Contradiction Point 3

Pipeline Visibility and Conversion

Contradiction on the visibility and conversion rate of the data center/AI pipeline.

Jamie Cook (Truist) - Jamie Cook (Truist)

2026Q3: The Q4 revenue guide of ~14% includes an extra week... Strong line of sight is based on program ramps from Q2/Q3 coming into full fruition... - Venk Nathamuni(CFO)

What are the drivers behind the variability in the fourth-quarter guidance, specifically the factors causing the difference between the low and high ends of the 10-cent range? - Sabahat Khan (RBC Capital Markets)

2026Q2: The AI infrastructure pipeline... has increased 400% year-on-year. Visibility extends well through 2027 into 2028... - Bob Pragada(CEO)

Contradiction Point 4

Margin Expansion Drivers

Mixed messaging on whether margin expansion is primarily from acquisition or operations.

Jamie Cook (Truist) - Jamie Cook (Truist)

2026Q3: Margin expansion in FY27 is expected to be balanced, coming from both INAF and PA Consulting. - Bob Pergato(CEO)

Will the 2027 margin uplift be driven more by IANF than PA consulting? - Adam Bubes (Goldman Sachs)

2026Q2: The increased FY 2026 margin guidance (14.6%-14.9%) is primarily driven by the full consolidation of PA Consulting... - Andrew Wittmann(CFO)

Contradiction Point 5

Growth Outlook for Environmental Services Business

Contradictory signals on the primary drivers for business improvement in the environmental sector.

Andrew Whitman (Baird) - Andrew Whitman (Baird)

2026Q3: The Q3 wins were in the private sector (industrial space)... Public sector work also continues... Going into FY27, the company is confident the environmental business will return to previous levels. - Bob Pergato(CEO)

How are state and local funding, federal support, and PFAS regulations impacting your environmental initiatives? - Sabahat Khan (RBC Capital Markets)

20260204-2026 Q1: The improvement is driven by three factors: 1) Increased government program activity from the U.S. Department of Defense... 2) Settlement of disaster relief work transfer from federal to state/local... 3) Growth in private sector work... The pipeline for this business is up double-digits. - Robert Pragada(CEO)