Develop business or financial information systems.

Develop business or financial information systems. is a detailed work activity in O*NET — a concrete unit of work shared across 8 occupations and seen in 15 occupation-specific tasks. It rolls up into the broader work activity Develop operational or technical procedures or standards. in Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 15 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 15 (100%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 5 of these tasks, with a mean mapped-usage share of 0.031% per task.

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Design, implement, or maintain fraud detection tools or procedures. · Fraud Examiners, Investigators and Analysts · importance 4.2 · exposure with tools
• Research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models. · Financial Quantitative Analysts · importance 4.2 · exposure with tools
• Design or implement products and services to mitigate risk or facilitate use of technology-based tools and methods. · Business Continuity Planners · importance 4.0 · exposure with tools
• Develop, implement, modify, and document recordkeeping and accounting systems, making use of current computer technology. · Accountants and Auditors · importance 4.0 · exposure with tools
• Develop logistic metrics, internal analysis tools, or key performance indicators for business units. · Logistics Engineers · importance 4.0 · exposure with tools
• Set up cost monitoring and reporting systems and procedures. · Cost Estimators · importance 4.0 · exposure with tools
• Develop or maintain payment systems to ensure accuracy of vendor payments. · Logistics Analysts · importance 3.8 · exposure with tools
• Establish uniform and equitable systems for assessing all classes and kinds of property. · Appraisers and Assessors of Real Estate · importance 3.7 · exposure with tools
• Develop or maintain freight rate databases for use by supply chain departments to determine the most economical modes of transportation. · Logistics Analysts · importance 3.7 · exposure with tools
• Develop and implement technical project management tools, such as plans, schedules, and responsibility and compliance matrices. · Logisticians · importance 3.6 · exposure with tools
• Develop and implement records management program for filing, protection, and retrieval of records, and assure compliance with program. · Management Analysts · importance 3.6 · exposure with tools
• Implement security practices to preserve assets, minimize liabilities, or ensure customer privacy, using parallel servers, hardware redundancy, fail-safe technology, information encryption, or firewalls. · Online Merchants · importance 3.5 · direct LLM exposure
• Collaborate in the development or testing of new analytical software to ensure compliance with user requirements, specifications, or scope. · Financial Quantitative Analysts · importance 3.4 · direct LLM exposure
• Contribute to development of risk management systems. · Financial Risk Specialists · exposure with tools
• Devise systems or processes to monitor validity of risk assessments. · Financial Risk Specialists · exposure with tools

Occupations that perform this

• Fraud Examiners, Investigators and Analysts
• Business Continuity Planners
• Accountants and Auditors
• Cost Estimators
• Logistics Engineers
• Appraisers and Assessors of Real Estate
• Management Analysts
• Financial Risk Specialists

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-develop-business-or-financial-information-systems,
  title  = {Develop business or financial information systems.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/detailed-activities/develop-business-or-financial-information-systems}
}