Mostly Resilient
Last Update: 8/30/2026
AI Resilience Score for Business Operations Spec.:
58.8%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
High
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
This result is backed by strong agreement across multiple data sources.
Contributing sources
AI Resilience Report forBusiness Operations Specialists, All Other
$83,050 median salary•98,700 annual openings•SOC Code: 13-1199.00
Business Operations Specialists, All Other are somewhat more resilient to AI impacts than most occupations, according to our analysis of 6 sources.
This career is labeled "Mostly Resilient" because while AI is taking over some of the desk-based tasks (like drafting procedures and reviewing design drawings), the heart of the job still depends on skills that AI simply cannot replicate. Things like supervising contractors on site, responding to emergencies, and making judgment calls in real situations are very human tasks with very low automation risk, scoring just 5 to 8 percent automatable.
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This career is labeled "Mostly Resilient" because while AI is taking over some of the desk-based tasks (like drafting procedures and reviewing design drawings), the heart of the job still depends on skills that AI simply cannot replicate. Things like supervising contractors on site, responding to emergencies, and making judgment calls in real situations are very human tasks with very low automation risk, scoring just 5 to 8 percent automatable.
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Business Operations Spec.
Updated Quarterly
How is AI changing Business Operations Spec. jobs?
If your work as a business operations specialist involves security systems — writing procedures, reviewing design drawings, recommending improvements, and monitoring installations — AI is already changing the desk-based parts of that job. Physical security in 2026 is no longer a camera on a wall and a guard at a desk, but a live, learning system that detects threats before they escalate, identifies anomalies without human review, and responds in seconds rather than minutes. Across industries, 78% of the US workforce now operates at firms that have adopted AI in some form.
For documentation and review tasks (the ones marked ~52–55% automatable), generative AI is now being used to draft procedures and flag missing details in drawings. On the monitoring side, BizTech Magazine reports [1] that AI is doing more of the heavy lifting, allowing human operators to focus on decision-making — an operator can use natural language to ask, "Show me all red trucks that entered the substation after 10 p.m.," and AI can filter out noise like a tree moving in the wind so alarms represent real threats. Meanwhile, the hands-on tasks — installing hardware, supervising contractors on site, and answering emergency calls — are still very human, which matches their low automation scores (5–8%).
Trade publications like ASQ's Quality Progress [2] similarly highlight that American workers are actively adopting AI as a helper for process improvement work, not a replacement.
Sources
How fast is AI adoption growing for Business Operations Spec.?
Adoption is speeding up but uneven. Deloitte's 2026 enterprise AI outlook [3] and McKinsey's 2026 State of AI survey [4] both find that companies are still figuring out governance and how to scale pilots into everyday operations. Commercial tools for drafting security procedures and reviewing drawings are cheap and easy to buy, which pushes adoption forward.
But security work carries safety and legal risk, so employers want humans double-checking AI outputs before anything gets signed off — slowing full automation. The U.S. Bureau of Labor Statistics projects [5] that as the integration of AI technologies into workflows expands, various types of office and administrative support workers are expected to see additional efficiency gains, dampening demand for routine roles, while analytical and technical jobs grow. The hopeful takeaway: judgment, on-site problem-solving, and clear communication with contractors and first responders are exactly the skills AI can't copy — so leaning into those will keep you valuable.
Sources
Will AI replace Business Operations Spec.?
No. We don't think AI will replace Business Operations Specialists, All Other, though we do expect the job to change.
Our 58.8% AI Resilience Score reflects a role that is holding up well, and the job market data backs that up. The BLS projects strong long-term employer demand through 2034 [5], which tells us companies still need people in these roles even as AI tools spread across operations teams.
What AI is actually doing here is taking over the desk-based, repetitive parts: drafting procedures, flagging gaps in documentation, and filtering noise from monitoring systems so human operators can focus on real decisions [1]. Generative AI is also being used to speed up process improvement work, but trade publications note that workers are adopting it as a helper, not a replacement [2]. Companies are scaling these tools carefully because operations work carries real legal and safety risk, and employers still want humans signing off on outputs [3].
What stays human is the harder stuff: on-site problem-solving, coordinating with contractors, communicating clearly under pressure, and exercising judgment when something unexpected happens. Those are exactly the skills AI cannot replicate. If you lean into them, this career has a genuinely solid future.
Sources
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Latest AI news for Business Operations Spec.
These articles highlight the importance of AI literacy for aspiring Business Operations Specialists. For instance, the Leavey School of Business emphasizes the need for skills in data analytics and machine learning to stay competitive. Additionally, the PwC piece discusses how AI is transforming roles, suggesting that flexibility and a willingness to adapt are crucial. Understanding these trends can help students build AI resilience, positioning them as valuable assets in a rapidly evolving job market where operational expertise combined with AI knowledge is increasingly in demand.
Michigan firms have cited AI for layoffs. Reality may be more complex
www.detroitnews.com • 8/19/2026
Across Michigan, companies are citing artificial intelligence as a driver behind workforce reductions — from a Grand Rapids insurance and...
The Next Promotion in Operations May Depend Less on Experience and More on AI.
m.thewire.in • 8/18/2026
Professionals who can combine operational expertise with AI capabilities are increasingly commanding a premium in today's job market.
No more pyramids: Rethinking your workforce for the agentic AI era
www.pwc.com • 1/29/2026
Agentic AI reshapes work, turning specialists into generalists and accelerating onboarding. Learn how to redesign roles and teams for...
Business Skills to Future-Proof Your Career in the Age of AI - Leavey School of Business - SCU
www.scu.edu • 12/15/2025
Learn the essential business and AI skills you need to future-proof your career. Discover how data analytics, machine learning,...
Incorporating AI impacts in BLS employment projections: occupational case studies
www.bls.gov • 2/10/2025
In the last few years, artificial intelligence (AI) has advanced rapidly, finding growing applications across industries and occupations.
More Career Info
Career: Business Operations Specialists, All Other
They help businesses run smoothly by analyzing processes, solving problems, and making improvements to boost efficiency and effectiveness.
Parent Careers
Employment & Wage Data
Median Wage
$83,050
Jobs (2025)
1,157,600
Growth (2025-35)
+3.9%
Annual Openings
98,700
Education
Bachelor's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Respond to emergency situations on an on-call basis.
2
Engineer, install, maintain, or repair security systems, programmable logic controls, or other security-related electronic systems.
3
Monitor the work of contractors in the design, construction, and startup phases of security systems.
4
Interview witnesses or suspects to identify persons responsible for security breaches, establish losses, pursue prosecutions, or obtain restitution.
5
Inspect fire, intruder detection, or other security systems.
6
Train personnel in security procedures or use of security equipment.
7
Inspect security design features, installations, or programs to ensure compliance with applicable standards or regulations.
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.
