Gini Loh System Tools

AI Automation Index

Will AI Replace Business Continuity Planners?

Task-level automation exposure for Business Continuity Planners: 21 O*NET tasks scored against their work activities, plus the simulator.

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Developed & audited by Gini Loh

Automation Exposure

67% weighted task index

21 of 21 tasks scored

Median Salary

$83,050 / year

BLS OEWS, May 2025 — this exact occupation

Employment Level

Very High

1,087,090 people hold this job — size, not growth

Projected 2025–35

+3.9% employment change

98,700 openings a year · BLS line item

Pay by state

BLS OEWS publishes 54 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.

$46,700 – $108,160

Highest medians

District of Columbia $108,160
Maryland $101,500
Washington $100,360
Alabama $100,240
Delaware $95,040

Lowest medians

Puerto Rico $46,700
Arkansas $61,240
Louisiana $63,220
Virgin Islands $65,170
Nevada $67,330

State figures come from the 13-1199 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.

What the score is made of

Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.

Automation potential 67%

Importance-weighted mean of the scored tasks. This is the headline index.

Physical work 0%

Share of weighted tasks in hands-on or machine-operating work activities.

Judgment & influence 72%

Share in analysis, decisions, teaching, directing, advising, or caring for others.

Routine administration 19%

Share in documenting, recording, and administrative activities.

Rewritten by O*NET 0%

Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.

Consequence of error 0/100 Low

O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.

Constituent Task Mix

21 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.

High exposure (≥ 60% of the task is automatable) 93%

19 tasks

Medium exposure (≥ 35%) 7%

2 tasks

Low exposure (below 35%) 0%

0 tasks

How would you survive?

Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.

Simulate Upskilling →

Constituent Tasks

#15965 · Core · 62% automatable

Develop emergency management plans for recovery decision making and communications, continuity of critical departmental processes, or temporary shut-down of non-critical departments to ensure continuity of operation and governance.

text generation — Plans drafted; accountability and tailoring human

Develop contingency plans to deal with organizational emergencies.
#15956 · Core · 65% automatable

Test documented disaster recovery strategies and plans.

text generation — Response plans drafted; compliance review human

Develop emergency response plans or procedures.
#15962 · Core · 62% automatable

Develop disaster recovery plans for physical locations with critical assets, such as data centers.

text generation — Plans drafted; accountability and tailoring human

Develop contingency plans to deal with organizational emergencies.
#15951 · Core · 65% automatable

Establish, maintain, or test call trees to ensure appropriate communication during disaster.

text generation — Response plans drafted; compliance review human

Develop emergency response plans or procedures.
#15961 · Core · 62% automatable

Identify opportunities for strategic improvement or mitigation of business interruption and other risks caused by business, regulatory, or industry-specific change initiatives.

decision support — Strategic investment judgment needs human ownership

Identify strategic business investment opportunities.
#15948 · Core · 85% automatable

Maintain and update organization information technology applications and network systems blueprints.

data analysis — Enter and maintain data in information systems

Maintain data in information systems or databases.
#15957 · Core · 62% automatable

Review existing disaster recovery, crisis management, or business continuity plans.

text generation — Plans drafted; accountability and tailoring human

Develop contingency plans to deal with organizational emergencies.
#15960 · Core · 60% automatable

Analyze impact on, and risk to, essential business functions or information systems to identify acceptable recovery time periods and resource requirements.

decision support — Risk assessment needs organizational context and judgment

Assess risks to business operations.
#15947 · Core · 75% automatable

Write reports to summarize testing activities, including descriptions of goals, planning, scheduling, execution, results, analysis, conclusions, and recommendations.

text generation — Research reports drafted; human owns findings

Prepare research reports.
#15954 · Core · 68% automatable

Create or administer training and awareness presentations or materials.

text generation — Draft training materials; human tailors content

Develop training materials. Train personnel in organizational or compliance procedures.
#15952 · Core · 60% automatable

Design or implement products and services to mitigate risk or facilitate use of technology-based tools and methods.

decision support — AI drafts system specs; business context human

Develop business or financial information systems.
#15958 · Core · 68% automatable

Recommend or implement methods to monitor, evaluate, or enable resolution of safety, operations, or compliance interruptions.

data analysis — Explains techniques well; application needs human

Monitor organizational compliance with regulations. Advise others on analytical techniques.
#15964 · Core · 62% automatable

Conduct or oversee contingency plan integration and operation.

text generation — Plans drafted; accountability and tailoring human

Develop contingency plans to deal with organizational emergencies.
#15953 · Core · 82% automatable

Create business continuity and disaster recovery budgets.

data analysis — Budgetary/accounting analysis is routine quantitative work

Analyze budgetary or accounting data.
#15963 · Core · 72% automatable

Create scenarios to reestablish operations from various types of business disruptions.

data analysis — Builds and runs models; human validates assumptions

Apply mathematical models of financial or business conditions.
#15949 · Core · 65% automatable

Interpret government regulations and applicable codes to ensure compliance.

information retrieval — Law-to-activity mapping; human owns compliance

Evaluate applicable laws and regulations to determine impact on organizational activities.
#15959 · Core · 80% automatable

Prepare reports summarizing operational results, financial performance, or accomplishments of specified objectives, goals, or plans.

text generation — Generate operational reports from structured data

Prepare operational reports.
#15967 · Core · 70% automatable

Analyze corporate intelligence data to identify trends, patterns, or warnings indicating threats to security of people, assets, information, or infrastructure.

data analysis — Analyzes structured financial data with tools

Assess risks to business operations. Analyze business or financial data.
#15955 · Core · 78% automatable

Attend professional meetings, read literature, and participate in training or other educational offerings to keep abreast of new developments and technologies related to disaster recovery and business continuity.

information retrieval — AI surfaces updates; human internalizes knowledge

Update professional knowledge.
#15966 · Supplemental · 56% automatable

Conduct or oversee collection of corporate intelligence to avoid fraud, financial crime, cyber attack, terrorism, and infrastructure failure.

data analysis — Gather performance info, human validates sources

Gather organizational performance information. Oversee business processes.
#15950 · Supplemental · 55% automatable

Identify individual or transaction targets to direct intelligence collection.

information retrieval — Legal research strong, judgment and accountability human

Investigate legal issues.
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Community Sentiment

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Method

How this was scored

  1. 1. Tasks. O*NET task statements for this occupation, from a release whose newest record is dated 08/2026.
  2. 2. Work activities. Each task maps to 1–5 Detailed Work Activities; each activity belongs to one of 41 Generalized Work Activities that O*NET rates for importance (1–5) in this occupation.
  3. 3. Automation potential. Every work activity carries one score for how far current AI can perform it end-to-end. Tasks inherit the mean of their activities.
  4. 4. Weighting. Task weight = 0.35 + 0.65 × (importance − 1)/4, scaled by how often the task is performed and by 0.7 for Supplemental tasks. Importance is the task's own O*NET rating where it exists (18,369 of 18,838 tasks); the rest inherit their work activities' importance. The index is the weighted mean.

Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.

Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast

See the full method →

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