Intelligence BuildoutMethodology
← All SystemsSystem 12 / communityReviewed Aug 29, 2026

Communities & Lifecycle

Jobs, tax revenue, land, water, power costs, noise, trust, repair, reuse, and retirement determine whether buildout endures.

Understand the system

How it works

Social license and lifecycle responsibility are operating requirements: communities judge visible local outcomes while hardware turnover creates a growing material afterlife.

Responsibility relationships

Local decisions and the material afterlife

Select a capability to explore its role and connections.

Selected: Host community

Host community

People experiencing local jobs, taxes, land, water, power, noise, and resilience impacts.

Explore Host community in Atlas

Documented connections

Selected documented dependencies. Arrows retain their Atlas direction; they do not represent quantities or a complete engineering process.

Every fab, substation, transmission line, power plant, and data center occupies a real place. Host communities weigh jobs, tax base, infrastructure, resilience, noise, land, water, emissions, and utility bills against promises that may be difficult to verify. Downstream, rapid equipment refresh creates questions of repair, resale, secure data destruction, recycling, hazardous handling, and who remains accountable after assets retire.

Social license is built locally

National enthusiasm or concern cannot substitute for local evidence and participation. Virginia's finding that one-third of data centers sit near residential areas—and that persistent low-frequency sound has affected some neighbors—shows why siting, sound modeling, enforceable limits, and accessible monitoring must be project-specific. St. Louis's 2026 Armory approval shows how that principle can become auditable conditions, including noise controls, efficiency thresholds, heat and reuse reporting, decommissioning, job floors, and specified remedies.

  • Do not use national polling as a local proxy
  • Publish commitments in measurable terms
Supporting evidence · 4
  1. [1] In Pew's 2026 U.S. data-center survey, 39 percent called data centers mostly bad for the environment, 38 percent mostly bad for home energy costs, and 30 percent mostly bad for nearby quality of life.
  2. [2] EPA's January 2026 redevelopment guidance says candidate data-center sites must fit site conditions, reach power and fiber, comply with applicable regulation and cleanup controls, and incorporate planning and community input.
  3. [3] Virginia JLARC found that one-third of the state's data centers were near residential areas and that persistent low-frequency sound had affected some nearby residents even when ordinary noise limits were not exceeded.
  4. [4] St. Louis's April 2026 conditional approval for the Armory data-center project included closed-loop and air-cooled water design, noise and generator limits, PUE thresholds, annual heat-rejection and reuse reporting, certified e-waste handling, decommissioning, escalating 20-year job minimums, and financial or occupancy remedies for specified shortfalls.

Benefits and burdens differ

Construction work, permanent jobs, tax revenue, grid upgrades, land conversion, water use, noise, and rate impacts accrue to different groups over different time horizons. JLARC's Virginia record makes the distribution visible: most estimated economic benefit came from construction, local tax dependence varied from under one percent to thirty-one percent, and modeled residential electricity effects remained a separate exposure. Project commitments should stay separate from delivered outcomes: the St. Louis job floors and fiscal remedies are enforceable terms to monitor, not completed employment or revenue results.

  • Map distribution, not only net totals
  • Separate temporary and permanent employment
Supporting evidence · 8
  1. [1] Global investment in data centers reached roughly half a trillion U.S. dollars in 2024, nearly double the 2022 level.
  2. [2] LBNL estimated average U.S. data-center site water usage effectiveness at just over 0.36 liters per kWh through 2023.
  3. [3] In Pew's 2026 U.S. data-center survey, 39 percent called data centers mostly bad for the environment, 38 percent mostly bad for home energy costs, and 30 percent mostly bad for nearby quality of life.
  4. [4] In the same Pew survey, 25 percent called data centers mostly good for local jobs and 23 percent mostly good for local tax revenue.
  5. [5] Virginia JLARC's modeled data-center buildout scenarios place added generation- and transmission-related cost for a typical Dominion residential customer at $14 to $37 per month in real dollars by 2040.
  6. [6] Virginia JLARC estimated that the state's data-center industry supports 74,000 jobs, 5.5 billion dollars in labor income, and 9.1 billion dollars in GDP annually, with most economic benefit arising during construction rather than ongoing operations.
  7. [7] Across five Virginia localities with relatively mature data-center markets, data-center revenue ranged from less than 1 percent to 31 percent of total local revenue.
  8. [8] St. Louis's April 2026 conditional approval for the Armory data-center project included closed-loop and air-cooled water design, noise and generator limits, PUE thresholds, annual heat-rejection and reuse reporting, certified e-waste handling, decommissioning, escalating 20-year job minimums, and financial or occupancy remedies for specified shortfalls.

Transparency enables accountability

Project-level reporting on electricity, water, backup generation, incentives, incidents, and milestones gives residents and policymakers a basis for evaluating promises and adapting conditions. Facility-specific utility records matter because statewide adequacy can coexist with unusually intensive sites and local allocation constraints: Prince William County's 25-building record separates average-day from maximum-day consumption and the corresponding utility-system shares.

  • Report boundaries and uncertainty with every metric
  • Maintain a public change log for commitments
Supporting evidence · 7
  1. [1] LBNL's 2025 Update places U.S. data-center electricity use at 649 TWh in its 2030 Reference Case, with compounded-uncertainty bounds of 521 to 843 TWh, or 9.5 to 15.3 percent of U.S. electricity use.
  2. [2] In Pew's 2026 U.S. data-center survey, 39 percent called data centers mostly bad for the environment, 38 percent mostly bad for home energy costs, and 30 percent mostly bad for nearby quality of life.
  3. [3] In the same Pew survey, 25 percent called data centers mostly good for local jobs and 23 percent mostly good for local tax revenue.
  4. [4] EPA's January 2026 redevelopment guidance says candidate data-center sites must fit site conditions, reach power and fiber, comply with applicable regulation and cleanup controls, and incorporate planning and community input.
  5. [5] Virginia JLARC found that most data centers used no more water than an average large office building, while a few used substantially more, and recommended explicit local authority to require water-use estimates before development approval.
  6. [6] Prince William County reported that Service Authority records for 25 operating data-center buildings showed about 18,000 gallons per building on an average day and about 88,000 gallons on a maximum day; together, the buildings represented about 1.5 percent of system average-day demand and 3.9 percent of maximum-day demand.
  7. [7] St. Louis's April 2026 conditional approval for the Armory data-center project included closed-loop and air-cooled water design, noise and generator limits, PUE thresholds, annual heat-rejection and reuse reporting, certified e-waste handling, decommissioning, escalating 20-year job minimums, and financial or occupancy remedies for specified shortfalls.

Design for the second life

Modularity, repair, component harvesting, resale, secure erasure, take-back, and responsible recycling can retain value and reduce waste before material recovery becomes the final option. EPA's federal equipment hierarchy makes reuse and redeployment the preferred path for functional electronics rather than treating recycling as the first destination.

  • Prioritize reuse before shredding
  • Track exported and informal waste flows
Supporting evidence · 3
  1. [1] U.S. EPA guidance places reuse and redeployment of functional electronics ahead of recycling, with refurbishment, repair, component harvesting, and secure data handling used to retain equipment value where practicable.
  2. [2] The world generated 62 million tonnes of electronic waste in 2022, while 22.3 percent was documented as formally collected and recycled.
  3. [3] UNITAR projects global electronic waste to reach 82 million tonnes in 2030 under current trends.

Featured evidence

Global e-waste estimate and modeled trajectory

The 2022 point is an estimate for all electronic waste; the 2030 point is a projection under the monitor's modeled trajectory. Neither value measures AI infrastructure or data-center retirements specifically.
Global e-wasteMillion tonnes
View chart values
Global e-waste estimate and modeled trajectory — underlying values in Million tonnes
CategoryGlobal e-waste
202262 Mt Million tonnes
203082 Mt Million tonnes

Data status: 2022 estimate and 2030 projection across the whole electronics economy; do not interpolate as measured annual observations.

Key indicators

Key measures & constraints

  1. 01

    In Pew's 2026 U.S. data-center survey, 39 percent called data centers mostly bad for the environment, 38 percent mostly bad for home energy costs, and 30 percent mostly bad for nearby quality of life.

    Class
    estimate
    Geography
    United States
    Period
    January 20–26, 2026 survey
    Confidence
    high
    Trace evidence
  2. 02

    Virginia JLARC estimated that the state's data-center industry supports 74,000 jobs, 5.5 billion dollars in labor income, and 9.1 billion dollars in GDP annually, with most economic benefit arising during construction rather than ongoing operations.

    Class
    estimate
    Geography
    Virginia, United States
    Period
    2024 legislative evaluation
    Confidence
    high
    Trace evidence
  3. 03

    Virginia JLARC's modeled data-center buildout scenarios place added generation- and transmission-related cost for a typical Dominion residential customer at $14 to $37 per month in real dollars by 2040.

    Class
    projection
    Geography
    Virginia, United States
    Period
    2040 modeled scenarios
    Confidence
    medium
    Trace evidence
  4. 04

    Virginia JLARC found that one-third of the state's data centers were near residential areas and that persistent low-frequency sound had affected some nearby residents even when ordinary noise limits were not exceeded.

    Class
    estimate
    Geography
    Virginia, United States
    Period
    2024 legislative evaluation
    Confidence
    high
    Trace evidence
  5. 05

    The world generated 62 million tonnes of electronic waste in 2022, while 22.3 percent was documented as formally collected and recycled.

    Class
    estimate
    Geography
    Global
    Period
    2022
    Confidence
    high
    Trace evidence

System map

Connections across the system

Explore inputs, outputs, and shared capabilities in the Atlas. Open the register for every documented relationship.

Across the system boundary Selected documented relationships · arrows follow the Atlas

Enters this system 4

  1. AI rack system→ Hardware lifecycleTrace relationship
  2. Environmental permitting→ Local governanceTrace relationship

Leaves this system 7

  1. Data-center campus← Local governanceTrace relationship
  2. Liquid cooling← Water systemTrace relationship
System 12Communities & Lifecycle5 internal relationships

Shared capabilities can belong to more than one System. These links carry materials, energy, information, capital, or permissions; they describe dependencies, not quantities or a complete process model.

Explore 9 capabilities and operating boundaries
Atlas nodes / 9
All documented relationships · 16
  1. criticaloutput
    Local governanceData-center campus

    Land, water, fiscal, and construction decisions condition campus development.

    Trace relationship
    Supporting evidence · 4
    1. [1] LBNL estimated average U.S. data-center site water usage effectiveness at just over 0.36 liters per kWh through 2023.
    2. [2] EPA's January 2026 redevelopment guidance says candidate data-center sites must fit site conditions, reach power and fiber, comply with applicable regulation and cleanup controls, and incorporate planning and community input.
    3. [3] CRS finds that individual data centers typically fall under state and local siting, while the federal permitting nexus varies by project; FERC, NRC, the Army Corps, and delegated air and water programs may apply depending on configuration and location.
    4. [4] In Pew's 2026 U.S. data-center survey, 39 percent called data centers mostly bad for the environment, 38 percent mostly bad for home energy costs, and 30 percent mostly bad for nearby quality of life.
  2. importantoutput
    Water systemLiquid cooling

    Water availability and cooling architecture shape heat-rejection options.

    Trace relationship
    Supporting evidence · 1
    1. [1] LBNL estimated average U.S. data-center site water usage effectiveness at just over 0.36 liters per kWh through 2023.
  3. importantinternal
    Host communityLocal governance

    Participation and local evidence shape conditions, legitimacy, and oversight.

    Trace relationship
    Supporting evidence · 3
    1. [1] EPA's January 2026 redevelopment guidance says candidate data-center sites must fit site conditions, reach power and fiber, comply with applicable regulation and cleanup controls, and incorporate planning and community input.
    2. [2] In Pew's 2026 U.S. data-center survey, 39 percent called data centers mostly bad for the environment, 38 percent mostly bad for home energy costs, and 30 percent mostly bad for nearby quality of life.
    3. [3] In the same Pew survey, 25 percent called data centers mostly good for local jobs and 23 percent mostly good for local tax revenue.
  4. importantoutput
    Skilled workforceLeading-edge fab

    Specialized engineering and technician capability enables ramp and operations.

    Trace relationship
    Supporting evidence · 2
    1. [1] Intel describes a representative advanced fab as containing about 1,200 production tools plus 1,500 utility-support tools.
    2. [2] The U.S. CHIPS and Science Act provides 52.7 billion dollars over five years, including 39 billion dollars for manufacturing incentives and 11 billion dollars for R&D.
  5. importantoutput
    Skilled workforceData-center campus

    Skilled trades, commissioning, controls, and operations turn assets into capacity.

    Trace relationship
    Supporting evidence · 2
    1. [1] Global investment in data centers reached roughly half a trillion U.S. dollars in 2024, nearly double the 2022 level.
    2. [2] Open Compute Project workstreams are addressing future AI rack power envelopes from 250 kW toward 1 MW alongside liquid-cooling standards.
  6. importantinput
    AI rack systemHardware lifecycle

    Refresh and retirement send systems into reuse, parts recovery, or recycling.

    Trace relationship
    Supporting evidence · 2
    1. [1] The world generated 62 million tonnes of electronic waste in 2022, while 22.3 percent was documented as formally collected and recycled.
    2. [2] UNITAR projects global electronic waste to reach 82 million tonnes in 2030 under current trends.
  7. importantinput
    Environmental permittingLocal governance

    Environmental permitting supplies a distinct operating capability within its broader Atlas system.

    Trace relationship
    Supporting evidence · 3
    1. [1] CRS finds that individual data centers typically fall under state and local siting, while the federal permitting nexus varies by project; FERC, NRC, the Army Corps, and delegated air and water programs may apply depending on configuration and location.
    2. [2] A July 2025 U.S. executive order directs agencies to review categorical exclusions, use FAST-41 processes where eligible, support brownfield guidance, and examine federal sites for data-center infrastructure; those mechanisms do not themselves constitute project approval.
    3. [3] EPA's January 2026 redevelopment guidance says candidate data-center sites must fit site conditions, reach power and fiber, comply with applicable regulation and cleanup controls, and incorporate planning and community input.
  8. importantinput
    Grid regulationLocal governance

    Grid regulation supplies a distinct operating capability within its broader Atlas system.

    Trace relationship
    Supporting evidence · 3
    1. [1] FERC Order No. 2023 requires cluster studies, greater project-readiness requirements, and transmission-provider delay penalties for generator interconnection.
    2. [2] On June 18, 2026, FERC opened targeted proceedings for six RTOs and ISOs to justify or reform large-load interconnection practices, including flexible service, cost-allocation, and co-location questions.
    3. [3] FERC's chair stated on June 18, 2026 that compliance with Order No. 2023 was not yet fully complete across transmission providers.
  9. importantinternal
    Ratepayer impactsHost community

    Ratepayer impacts supplies a distinct operating capability within its broader Atlas system.

    Trace relationship
    Supporting evidence · 2
    1. [1] Virginia JLARC's modeled data-center buildout scenarios place added generation- and transmission-related cost for a typical Dominion residential customer at $14 to $37 per month in real dollars by 2040.
    2. [2] In Pew's 2026 U.S. data-center survey, 39 percent called data centers mostly bad for the environment, 38 percent mostly bad for home energy costs, and 30 percent mostly bad for nearby quality of life.
  10. importantinternal
    Jobs & tax outcomesHost community

    Jobs & tax outcomes supplies a distinct operating capability within its broader Atlas system.

    Trace relationship
    Supporting evidence · 3
    1. [1] Virginia JLARC estimated that the state's data-center industry supports 74,000 jobs, 5.5 billion dollars in labor income, and 9.1 billion dollars in GDP annually, with most economic benefit arising during construction rather than ongoing operations.
    2. [2] Across five Virginia localities with relatively mature data-center markets, data-center revenue ranged from less than 1 percent to 31 percent of total local revenue.
    3. [3] In the same Pew survey, 25 percent called data centers mostly good for local jobs and 23 percent mostly good for local tax revenue.
  11. importantinternal
    Benefit agreements & commitmentsLocal governance

    Benefit agreements & commitments supplies a distinct operating capability within its broader Atlas system.

    Trace relationship
    Supporting evidence · 2
    1. [1] St. Louis's April 2026 conditional approval for the Armory data-center project included closed-loop and air-cooled water design, noise and generator limits, PUE thresholds, annual heat-rejection and reuse reporting, certified e-waste handling, decommissioning, escalating 20-year job minimums, and financial or occupancy remedies for specified shortfalls.
    2. [2] Virginia JLARC found that most data centers used no more water than an average large office building, while a few used substantially more, and recommended explicit local authority to require water-use estimates before development approval.
  12. importantinternal
    Repair, reuse & recyclingHardware lifecycle

    Repair, reuse & recycling supplies a distinct operating capability within its broader Atlas system.

    Trace relationship
    Supporting evidence · 3
    1. [1] U.S. EPA guidance places reuse and redeployment of functional electronics ahead of recycling, with refurbishment, repair, component harvesting, and secure data handling used to retain equipment value where practicable.
    2. [2] The world generated 62 million tonnes of electronic waste in 2022, while 22.3 percent was documented as formally collected and recycled.
    3. [3] UNITAR projects global electronic waste to reach 82 million tonnes in 2030 under current trends.
  13. importantinput
    Tariffs, PPAs & cost allocationRatepayer impacts

    Tariff and cost-allocation choices determine how infrastructure costs reach other customers.

    Trace relationship
    Supporting evidence · 2
    1. [1] On June 18, 2026, FERC opened targeted proceedings for six RTOs and ISOs to justify or reform large-load interconnection practices, including flexible service, cost-allocation, and co-location questions.
    2. [2] Virginia JLARC's modeled data-center buildout scenarios place added generation- and transmission-related cost for a typical Dominion residential customer at $14 to $37 per month in real dollars by 2040.
  14. importantoutput
    Benefit agreements & commitmentsLand & site permitting

    Enforceable commitments can become conditions of site approval and continuing operation.

    Trace relationship
    Supporting evidence · 2
    1. [1] St. Louis's April 2026 conditional approval for the Armory data-center project included closed-loop and air-cooled water design, noise and generator limits, PUE thresholds, annual heat-rejection and reuse reporting, certified e-waste handling, decommissioning, escalating 20-year job minimums, and financial or occupancy remedies for specified shortfalls.
    2. [2] Virginia JLARC found that most data centers used no more water than an average large office building, while a few used substantially more, and recommended explicit local authority to require water-use estimates before development approval.
  15. enablingoutput
    Hardware lifecycleCritical minerals

    Recovery can return selected metals to material supply and reduce virgin demand.

    Trace relationship
    Supporting evidence · 1
    1. [1] The world generated 62 million tonnes of electronic waste in 2022, while 22.3 percent was documented as formally collected and recycled.
  16. enablingoutput
    Repair, reuse & recyclingCritical minerals

    Reuse, parts harvesting, and recycling can reduce virgin demand and return selected materials to supply.

    Trace relationship
    Supporting evidence · 2
    1. [1] U.S. EPA guidance places reuse and redeployment of functional electronics ahead of recycling, with refurbishment, repair, component harvesting, and secure data handling used to retain equipment value where practicable.
    2. [2] The world generated 62 million tonnes of electronic waste in 2022, while 22.3 percent was documented as formally collected and recycled.

Named companies + institutions

Organizations & their roles

  1. material · regulator

    U.S. EPA

    United States Environmental Protection Agency

    U.S. environmental regulator publishing siting, brownfield, and electronics-reuse guidance relevant to infrastructure lifecycle decisions.

    Roles, locations & evidence
    Role
    regulator
    Products / service
    electronics reuse hierarchy guidance
    Documented activity
    United States
    Headquarters
    United States
    Why this organization belongs in the System
    • Repair, reuse & recycling

      Primary-source evidence connects this institution to electronics reuse hierarchy guidance in the specified Atlas capability.

  2. material · research institution

    UNITAR

    United Nations Institute for Training and Research

    United Nations institute publishing the Global E-waste Monitor with international partners.

    Roles, locations & evidence
    Role
    community party
    Products / service
    global electronics-lifecycle evidence
    Documented activity
    World
    Headquarters
    Not cataloged
    Why this organization belongs in the System
    • Hardware lifecycle

      Primary-source evidence connects this institution to global electronics-lifecycle evidence in the specified Atlas capability.

Affected policies

Relevant policies

Legal status is separated from policy objective. Every record keeps its jurisdiction, mechanism, affected nodes, and verification date.

  1. effective

    U.S. CHIPS and Science Act incentives

    Expand domestic semiconductor manufacturing, research, workforce, and supply-chain resilience.

    Mechanism, scope & sources

    Manufacturing grants, loans and guarantees, research programs, and an investment tax credit with program conditions; current project records distinguish proposed and final awards, with disbursement tied to milestones.

    United StatesOpen full policy record
  2. effective

    European Chips Act

    Strengthen European semiconductor capacity, research leadership, monitoring, and crisis response.

    Mechanism, scope & sources

    Coordinates the Chips for Europe initiative, first-of-a-kind facility support, supply monitoring, and crisis tools; the Commission's Chips Act 2.0 work remains a proposal rather than replacement law.

    European UnionOpen full policy record

Read this System in the field guide

Continue in the Volumes

Start with three selected readings, or explore the complete reading list.

Start here
  1. 01
    Volume I · MatterCircularity and e-waste
  2. 02
    Volume VII · PermissionBenefits, burdens, and public sentiment
  3. 03
    Volume VII · PermissionRefresh, e-waste, and decommissioning
Complete reading list
Volume I

Matter

1 spreads
  1. I · 01Circularity and e-waste
Volume VII

Permission

3 spreads
  1. VII · 01Benefits, burdens, and public sentiment
  2. VII · 02Tribal consultation and community consent
  3. VII · 03Refresh, e-waste, and decommissioning
Related cross-System reading · 12 spreads

Evidence & review

currentEvidence health26 active claims · next review Oct 13, 2026
Active claims
26
Sources
19
High volatility
11
Next review
Oct 13, 2026
Due soon
0
Overdue
0
Superseded
0
Open complete evidence ledger

Behind the claim

Evidence, in context.

Opening the evidence record…