Training Example: Jacobs – Review the Data, Give Your Score & Compare to the Real AI Evaluation

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Challenging today. Reinventing tomorrow.
Jacobs is a global professional services company delivering science-based, digitally enabled, end-to-end solutions — from consulting and advisory to design and implementation — across the world’s most complex infrastructure, advanced manufacturing, environmental and technology challenges.

47,000
People
Company Overview
$12 Billion
Annual revenue
Company Overview
40
Countries
Company Overview

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Solutions that solve complex challenges
We bring together the right services, expertise and technology to deliver forward-thinking and sustainable solutions that are built to last.

All Solutions

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Coastal Resilience

Coastal Resilience
We blend natural and engineered systems, digital innovation, community insight and long-term planning so coastal places can withstand, recover, adapt and thrive in varied conditions over time.

View solution

[IMG: Onewater]

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Data Center Digital Twin

Data Center Digital Twin
We enable owners, developers and technical teams to reduce uncertainty and make faster, better-informed decisions from early feasibility through live operations with our data center digital twin.

View solution

[IMG: Powering digital infrastructure]

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High-Speed Rail & Intercity Fast Rail

High-Speed Rail & Intercity Fast Rail
We inform decisions and build certainty from strategy to design, construction and operations — accelerating delivery and bringing long-term value to communities and economies.

View solution

[IMG: High Speed Rail Cover]

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Environmental Planning

Environmental Planning
We provide and manage studies, plans and approvals for land use and development projects that go beyond compliance and deliver long-term positive outcomes for nature and society.

View solution

[IMG: Environmental Planning Cover]

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Program Management

Program Management
We shape and deliver complex programs by connecting strategy, governance and delivery across the lifecycle — bringing leadership, insight and applied experience to maintain alignment and deliver outcomes with clarity and confidence.

View solution

[IMG: PT-Program-management]

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Power Transmission & Distribution

Power Transmission & Distribution
We bring together advisory, planning, engineering, environmental, digital and program delivery expertise to modernize the grid, integrate renewables and storage, and improve system performance where reliability matters most.

View solution

[IMG: Transmission and Distribution]

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Coastal Resilience

Coastal Resilience
We blend natural and engineered systems, digital innovation, community insight and long-term planning so coastal places can withstand, recover, adapt and thrive in varied conditions over time.

View solution

[IMG: Onewater]

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Data Center Digital Twin

Data Center Digital Twin
We enable owners, developers and technical teams to reduce uncertainty and make faster, better-informed decisions from early feasibility through live operations with our data center digital twin.

View solution

[IMG: Powering digital infrastructure]

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High-Speed Rail & Intercity Fast Rail

High-Speed Rail & Intercity Fast Rail
We inform decisions and build certainty from strategy to design, construction and operations — accelerating delivery and bringing long-term value to communities and economies.

View solution

[IMG: High Speed Rail Cover]

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Environmental Planning

Environmental Planning
We provide and manage studies, plans and approvals for land use and development projects that go beyond compliance and deliver long-term positive outcomes for nature and society.

View solution

[IMG: Environmental Planning Cover]

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Program Management

Program Management
We shape and deliver complex programs by connecting strategy, governance and delivery across the lifecycle — bringing leadership, insight and applied experience to maintain alignment and deliver outcomes with clarity and confidence.

View solution

[IMG: PT-Program-management]

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Power Transmission & Distribution

Power Transmission & Distribution
We bring together advisory, planning, engineering, environmental, digital and program delivery expertise to modernize the grid, integrate renewables and storage, and improve system performance where reliability matters most.

View solution

[IMG: Transmission and Distribution]

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Projects that deliver impact
Discover how we bring complex projects to life, delivering practical, lasting outcomes for the communities and clients we serve.

All Projects

Asia Pacific

[IMG: Torrens to Darlington]

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Tunneling toward a more connected South Australia

Transportation

Americas

[IMG: Miami biosolids facility]

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Reimagining waste as a resource at an Ohio biosolids facility

Water

Europe

[IMG: Beaulieu Park Station]

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Strengthening connectivity across the East of England with a new railway station

Cities & Places
Rail & Transit

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News and updates
Peruse the latest announcements, press coverage and company updates showing the solutions we’re creating with clients, the positive difference we’re making in our communities and the value we’re delivering to shareholders.

View news

[IMG: Houses viewed from above]

Press Release
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Jacobs joint venture to deliver major water infrastructure program in Melbourne’s fastest growing region

Jacobs, in joint venture with Stantec, has been appointed as engineering services partner for Greater Western Water’s five-year Infrastructure Planning and Delivery Program. The joint venture will support the planning, design and delivery of critical water infrastructure across Melbourne’s rapidly growing western region.

Press Release
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Jacobs appoints Cheryl Lim as chief human resources officer

Jacobs has appointed Cheryl Lim as chief human resources officer (CHRO), effective May 18, 2026. Lim will be based in Dallas, Texas, and will report directly to Chair and Chief Executive Officer Bob Pragada.

Press Release
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Jacobs selected to provide environmental baseline for Oldbury, UK

Jacobs has been selected by Great British Energy – Nuclear to provide environmental services for the Oldbury site in South Gloucestershire, supporting the potential development of new nuclear generation in the U.K.

Press Release
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Jacobs to support data-driven mobility improvements in Nashville

Jacobs has been awarded a multi-year contract by the Metropolitan Government of Nashville and Davidson County’s Department of Transportation and Multimodal Infrastructure (NDOT) to deliver architecture and engineering services in support of the city’s transformative Choose How You Move program.

Press Release
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Jacobs awarded EPCM contract to deliver second Hut 8 AI data center in Texas

Jacobs has been awarded a sole‑source engineering, procurement and construction management (EPCM) contract by Hut 8, an energy infrastructure platform, to deliver a second U.S. AI data center campus.

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Insights that inspire
Read practical perspectives that turn complex challenges and emerging trends into real-world outcomes.

View insights

[IMG: Future-Foundations]

Thought Leadership

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Gigawatt challenge: Infrastructure for the AI era

[IMG: Australia high speed rail corridor]

Thought Leadership

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The ABC of Australia’s high-speed rail

[IMG: Lake George Diversion Dam]

Thought Leadership

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Advancing nature-based solutions for resilient infrastructure

[IMG: Port of Miami Tunnel]

Thought Leadership

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How public and private partnerships deliver real value for clients and communities

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Help us shape the future

We're united in our drive to dream big — and as the world's visionaries and doers, we're always pushing beyond.
Join our team

[IMG: Professionals discussing work]

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Water Resources Management
Effective water management depends on a coordinated and integrated approach to strengthen resilience and protect ecosystems
View Solution
Water

[IMG: GettyImages-1454261765]

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[IMG: Knack Works Cover]

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Knack Works

Secure mission environments for national security

National Security & Defense

[IMG: Scio]

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Scio

Infrastructure planning software that helps you plan with evidence and deliver with confidence.

Transportation

[IMG: Digital pixels]

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AI & Software Solutions

[IMG: Data Centers]

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AI & Software Solutions for Data Centers

Digital Infrastructure
Data Centers

[IMG: Digital National Security]

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AI & Software Solutions for National Security

National Security & Defense

[IMG: Digital transportation]

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AI & Software Solutions for Transportation

AI applications that help transportation agencies plan, design, deliver and operate modern infrastructure

Transportation

[IMG: Digital & AI for Water]

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AI & Software Solutions for Water

Water

[IMG: Alluvial_symbol]

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Alluvial

Alluvial, a cloud-based hosting and insights platform developed by Jacobs to securely publish and share data and digital solutions across our company and with our clients.

[IMG: Three people looking at a laptop]

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Alluvial

A powerful, flexible tool that enables you to seamlessly combine Building Information Model (BIM) data with external data sources in one customizable experience.

[IMG: Alternative Bridge]

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Alternative Bridge Delivery

Driving better bridge project outcomes through smarter delivery models

Transportation
Bridges

[IMG: Aqua DNA]

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Aqua DNA

Predictive intelligence for smarter wastewater networks

Water

[IMG: a plane behind bars]

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Architectural Design for Aviation

Shaping cutting-edge airports that perform today and are adaptable for tomorrow

Transportation
Aviation

[IMG: Argon Cover]

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Argon

AI-driven asset planning for sewer and stormwater networks

Water

[IMG: BlackLynx]

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BlackLynx

Faster, smarter decisions for complex national security missions

National Security & Defense

[IMG: Bridge frame]

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Bridge Asset Management

Extending asset life while reducing risk and lifecycle costs

Transportation
Bridges

23
International Society of Pharmaceutical Engineering Facility of the Year Awards received from the International Society of Pharmaceutical Engineering since 2010, 7 in the past 5 years

No.1
ENR Overall & Design Firm Global and Pharmaceuticals

1943
Dr. Jacobs starts his career in the pharmaceutical industry on the first commercial mass production of penicillin

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Explore insights
All Insights

[IMG: Filling therapy vials]

Thought Leadership

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How flexibility can deliver ATMP’s potential

[IMG: Life Sciences ATMP Technology]

Thought Leadership

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Regulatory considerations for delivering ATMP multi-model facilities

[IMG: Lifesciences Lab]

Thought Leadership

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Confronting the PFAS challenge in life sciences

Dora Chiang

[IMG: digital-twin-j.com-flatlay-header]

Report

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Create a Digital Twin that drives results

Jim Kessler

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Integrated project delivery
Coordinating strategy, design, engineering, procurement and construction management to deliver complex life sciences facilities with greater certainty, speed and regulatory alignment.

Advanced Manufacturing environments
Designing highly controlled manufacturing spaces that support biologics, high-potency compounds and advanced therapies while maintaining strict quality and containment standards.

Scalable global programs
Supporting global manufacturing networks with facilities designed for flexibility, expansion and evolving production technologies.

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Delivering advanced therapies at scale
We combine life sciences specialist knowledge with integrated engineering, procurement and construction management to support complex global manufacturing programs.

Explore all solutions

[IMG: Life_Sciences-1409877704]

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Antibody Drug Conjugates (ADCs)

Supporting high-potency ADC manufacturing by integrating complex value-chain processes, improving containment and enabling scalable conjugation and production.

[IMG: Life_Sciences-2188060332]

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Advanced Therapeutic Medicinal Products (ATMPs)

Designing flexible, compliant facilities that support the development and scale-up of advanced cell, gene and mRNA therapies.

[IMG: Life_Sciences-675680772]

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Active Pharmaceutical Ingredient (API)

Planning and delivering API manufacturing facilities with advanced containment, modern process design and scalable production capabilities.

[IMG: Drug_Substance_bioreactor-517653054]

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Drug Substance

Developing drug substance facilities that support biopharmaceutical manufacturing, rapid product expansion and evolving manufacturing technologies.

[IMG: Life_Sciences-1304499871]

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Drug Product

Designing and delivering multi-format drug product manufacturing facilities supporting vials, syringes, cartridges and vaccine production.

[IMG: Life_Sciences_OSD_Tablet]

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Oral Solid Dosage (OSD)

Supporting OSD manufacturing with modern facility design, high-potency containment and technologies that enhance product quality and regulatory compliance.

[IMG: Lab&Research-1223093645]

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Lab and Research

Jacobs delivers life sciences facility design for laboratories and research environments that support scientific innovation, safe biocontainment and evolving research programs.

[IMG: Life_Sciences-617878058]

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Contract Drug Manufacturing Organizations (CDMOs)

Jacobs supports CDMOs through life sciences construction and flexible manufacturing facility delivery that expands capacity, improves certainty and accelerates time to market.

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What it takes to deliver life sciences facilities
From emerging technologies to large-scale delivery, exploring how facilities are designed to meet regulatory, operational and sustainability demands.

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Get in touch

Contact us

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Get in touch
We’d love to hear from you. Complete the form below and we’ll respond as soon as possible.

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How are emerging technologies used in life sciences projects?

Life sciences organizations can adopt emerging technologies by combining digital solutions such as data analytics, digital twins and generative design with strong engineering and delivery expertise. This supports safe, regulatory compliant implementation as innovation evolves

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What services does Jacobs provide to life sciences clients?

Our solutions and services span the full project lifecycle, from early planning and design through engineering, procurement, construction management and commissioning, qualification and validation (CQV). We deliver facilities for pharmaceutical and biotech manufacturing, such as biologics, APIs, ATMPs and fill/finish.

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What project sizes and delivery models does Jacobs support?

We deliver life sciences and R&D projects ranging from early feasibility studies to large-scale manufacturing campuses. We support a range of delivery models, including Engineering Procurement Construction Management (EPCM) and program-based delivery, scaling teams and digital solutions to fit each project.

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How does Jacobs use digital solutions to deliver life sciences projects?

Jacobs uses digital delivery, advanced data management, and automation to improve quality, reduce risk and accelerate project execution. These digital solutions support better decision-making, greater predictability and more efficient delivery across the project lifecycle.

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How does Jacobs approach safety on life sciences projects?

Jacobs prioritizes safety through its BeyondZero® Culture of Caring℠, emphasizing strong leadership, proactive risk planning and employee empowerment to stop work when needed, supporting safer outcomes across all life sciences project phases.

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How does Jacobs integrate sustainability into life sciences facilities?

Jacobs integrates sustainability into life sciences facilities through climate-responsive design, decarbonization strategies and resource optimization. It is supported by science-based net-zero targets and expertise in reducing energy, water and carbon impacts.

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Related services
See all related services

Engineering, Procurement & Construction Management (EPCM)
Design & Engineering
Site Selection
Master Planning
Digital Delivery
Sustainability
Regulatory Compliance
Commissioning, Qualification and Validation (CQV)

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Projects
All Projects

Americas

[IMG: FUJIFILM Biotechnologies FOYA Honorable Mention Project]

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Delivering one of North America’s largest biomanufacturing facilities for next-generation therapies

Advanced Manufacturing
Life Sciences

Europe

[IMG: Aerial image of a white office building and parking lot surrounded by green hills]

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Advancing biologics manufacturing in Ireland to deliver medicines faster worldwide

Advanced Manufacturing
Life Sciences

Europe

[IMG: BMS Facility]

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Scaling production of life-saving cancer treatments in Ireland

Advanced Manufacturing
Life Sciences

Europe

[IMG: Aerial photo of Zoetis facility, courtesy of Zoetis]

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Scaling advanced biologics production to support global animal health

Advanced Manufacturing
Life Sciences

Americas

[IMG: Front elevation of new Edwards Lifesciences Limerick facility]

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Scaling heart valve manufacturing to deliver life-saving treatments across Europe

Advanced Manufacturing
Life Sciences

Americas

[IMG: Spark Therapeutics reception]

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Designing a flexible, science‑first facility to accelerate innovation in gene therapy

Cities & Places
Life Sciences

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Transforming biomanufacturing: Jacobs delivers North America’s largest cell culture site

Using digital delivery and modular replication to reduce cost, compress timelines and simplify complexity, this landmark project sets a new standard for large-scale biomanufacturing — bringing critical therapies closer to patients.
Learn more

[IMG: Fujifilm_Bio_0025]

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Meet the team
All people

[IMG: Lindsay Gerding]

Lindsay Gerding

Senior Vice President & General Manager, Life Sciences, North America

[IMG: Head‑and‑shoulders studio portrait of a person in a dark business jacket over a light pink collared shirt, photographed against a plain white background.]

Maurice Gillen

Senior Vice President and General Manager - Life Sciences

[IMG: Anil Relan]

Anil Relan

Senior Vice President, Life Sciences, Asia Pacific

[IMG: Helga Salling]

Helga Salling

Senior Vice President, Growth & Strategy, Life Sciences

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Related industries
All Industries

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Water

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Environmental

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Energy & Power

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Program Management

Delivering  programs is becoming more complex as scale, stakeholders and risks increase.
Jacobs shapes and delivers complex programs by connecting strategy, governance and delivery across the lifecycle. We bring leadership, insight and applied experience to maintain alignment and deliver outcomes with clarity and confidence.
Learn more

[IMG: dome]

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2D & 3D Numerical Modeling for Soil-structure Interaction Problems
We deploy a wide range of digital solutions, from automated analyses for common problems to tailored 2D and 3D solutions that meet project requirements.

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Advanced Hydraulics
Applying hydraulic modeling and system analytics to optimize flow, manage pressure and strengthen network resilience.

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Advanced Ports
Integrating data-driven systems to improve port efficiency, safety and overall operational performance.

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Advanced Research & Test Facilities
Delivering complex test environments including wind tunnels, propulsion and climatic facilities with integrated operations and lifecycle support.

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Air Emissions Testing, Ambient Monitoring & Dispersion Modeling
Collecting high-quality air and meteorological data using methods and models approved by environmental agencies to evaluate emissions and support permitting and operational decisions.

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Air, Waste and Water Permitting
Delivering practical permit applications for air, waste and water programs, enabling clients to navigate evolving regulations and secure approvals that support operational flexibility and compliance.

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Alliancing
Supporting alliancing models that unite owners, designers and contractors under shared objectives, establishing governance and commercial frameworks that drive transparency, innovation and better outcomes.

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Alternative Delivery
Delivering complex projects faster by aligning teams, risk and outcomes from the start

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Architecture
Designing buildings that are functional, resilient and aligned to user, operational and environmental needs.

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Artificial Intelligence Services
Reduce AI risk. Accelerate time-to-value. Scale with confidence.

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Asset Management
Working with organizations to realize value from their assets

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Augmented Delivery
Connected data, standardized workflows, design automation and thoughtful incorporation of artificial intelligence improve speed, quality and predictability of delivery

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Barriers & Dry Docks
Developing protective barriers and dry dock facilities that enhance asset protection and improve operational resilience.

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Baseline & Trajectory Planning
Modeling baseline conditions and future trajectories to inform data-driven energy and emissions planning.

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Behavioral Safety Programs & Implementation
Designing and implementing programs that influence road user behavior to reduce incidents and improve overall highway safety.

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BIM
Creating digital models to enhance coordination and delivery efficiency.

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Capital & Transaction Advisory
Financial, commercial and transaction expertise to structure, fund and deliver complex investments

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Carbon Management
Quantifying, managing and reducing greenhouse gas emissions across operations and projects, combining near-term abatement with long-term net-zero planning and carbon capture, usage and storage.

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Climate, Resilience & Environmental Health
Designing health systems and facilities that can endure, evolve and thrive in the face of climate pressures and environmental risks, ensuring continuity of mission and healthier outcomes for populations and communities.

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Coastal Modeling
Using advanced modeling to predict waves, tides and storm impacts, helping ports design resilient infrastructure and manage coastal risks.

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Code Compliance & Safety Assurance
Evaluating code compliance using NFPA 502, NFPA 130, ASHRAE 217 and international tunnel safety codes and standards.

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Commercial Development Integration
Unlocking economic development and placemaking across rail networks.

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Commissioning, Qualification & Validation (CQV)
Providing integrated commissioning, qualification and validation services that align engineering intent with regulatory requirements to deliver compliant facilities right first time while reducing risk.

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Communications & Engagement
Advancing trust and shared outcomes by delivering proactive and culturally informed communication and engagement.