Evolving

Last Update: 2/17/2026

Your role’s AI Resilience Score is

58.8%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Low-medium

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Business Operations Specialists, All Other

They help businesses run smoothly by analyzing processes, solving problems, and making improvements to boost efficiency and effectiveness.

This role is evolving

The career of Business Operations Specialists, particularly in security operations, is labeled as "Evolving" because AI is gradually being integrated to assist with routine tasks like monitoring and interpreting data, but human expertise is still crucial for complex judgment calls and emergency responses. While AI tools are available, many companies are cautious about adopting them due to costs, training needs, and trust issues.

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Learn more about how you can thrive in this position

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Latest news
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Analysis
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This role is evolving

The career of Business Operations Specialists, particularly in security operations, is labeled as "Evolving" because AI is gradually being integrated to assist with routine tasks like monitoring and interpreting data, but human expertise is still crucial for complex judgment calls and emergency responses. While AI tools are available, many companies are cautious about adopting them due to costs, training needs, and trust issues.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Stable iconStable

90.6%

90.6%

Microsoft's Working with AI

AI Applicability

Learn about this score
Changing fast iconChanging fast

29.0%

29.0%

Anthropic's Economic Index

Evolving iconEvolving

34.9%

34.9%

High Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

Learn about this score

Growth Rate (2024-34):

3.0%

Growth Percentile:

50.4%

Annual Openings:

108,200

Annual Openings Pct:

89.8%

Analysis of Current AI Resilience

Business Operations Spec.

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Today, most work of security-operations specialists still relies on people. AI tools are only starting to help. For example, researchers built an AI system that uses site cameras and 3D building models to track construction progress automatically: the system “locate[s] all actively constructed objects” on site and compares it to the plan [1] [1].

Another AI can “interpret raw building blueprints” to check fire-safety or code compliance [2] [2]. These show how AI could aid tasks like contract monitoring and design review by flagging issues. Similarly, virtual reality training environments (with AI elements) have been shown to make safety training more engaging and improve long-term retention [3] [3].

In emergency response, AI is used to handle routine parts of 911 dispatch – for instance, chatbots and automated call-triage manage simple queries – but human dispatchers still oversee crises [4] [4]. In short, AI today augments some tasks (like scanning drawings or video) but can’t do them all. Complex judgment calls (updating procedures, deciding improvements, and emergency response) are mostly still done by people [5] [6].

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AI Adoption

AI in the real world

Whether AI tools spread fast in this field depends on several factors. Right now, many companies haven’t adopted them: one industry report found 71% of organizations had not integrated any AI into their security processes, and most weren’t even worried about it [7] [7]. Reasons for slow adoption include cost and skills.

Security managers often lack the data or expertise to train AI systems for their sites [6], and they worry about privacy and losing control [5] [5]. On the other hand, there are strong incentives. Commercial AI products (like smart video monitoring) do exist, and when labor is costly or scarce, AI can save money or time.

For example, U.S. police dispatch centers face ~30% vacancy rates, so AI chatbots are being tried to ease workload [4]. Also, as theft, accidents, or other incidents hit a company’s bottom line, investing in AI detection can pay off [7] [4]. In summary, AI tools for security tasks are available but still new; high costs, training needs, and trust issues make adoption cautious.

Over time, though, businesses facing manpower or safety pressures may gradually use more AI, especially for routine monitoring, while humans remain in charge of judgment and emergency decisions [6] [5].

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More Career Info

Career: Business Operations Specialists, All Other

Employment & Wage Data

Median Wage

$81,270

Jobs (2024)

1,205,700

Growth (2024-34)

+3.0%

Annual Openings

108,200

Education

Bachelor's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

90% ResilienceCore Task

Respond to emergency situations on an on-call basis.

2

75% ResilienceCore Task

Train personnel in security procedures or use of security equipment.

3

70% ResilienceCore Task

Recommend improvements in security systems or procedures.

4

65% ResilienceCore Task

Engineer, install, maintain, or repair security systems, programmable logic controls, or other security-related electronic systems.

5

65% ResilienceCore Task

Test security measures for final acceptance and implement or provide procedures for ongoing monitoring and evaluation of the measures.

6

60% ResilienceCore Task

Prepare documentation for case reports or court proceedings.

7

60% ResilienceCore Task

Perform risk analyses so that appropriate countermeasures can be developed.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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