Can AI do analysis and evaluation work?

Analysis and evaluation work

Most of the output can be produced by software today.

Software can pull the data, run the comparison and write up what it found. The accuracy depends almost entirely on whether it is wired into the real system of record rather than a stale copy, which is the problem the tools and auth layer exists to solve.

Addressed by builders, tools and auth, memory and knowledge, generalist agents

n8n Zapier Composio Arcade.dev Mem0 Zep ChatGPT (agent mode)Claude Whole landscape

All 203 activities of this kind

Ordered by how many occupations perform them, so the work that affects the most people reads first.

Find203 of 203

Work activities, most widely performed first
Activity	Jobs
Measure dimensions of completed products or workpieces to verify conformance to specifications	50
Evaluate effectiveness of educational programs	38
Analyze test data or images to inform diagnosis or treatment	37
Compile specialized bibliographies or lists of materials	36
Compile data or documentation	31
Analyze patient data to determine patient needs or treatment goals	27
Measure ingredients or substances to be used in production processes	26
Prepare operational budgets	26
Calculate costs of goods or services	25
Measure materials or objects for installation or assembly	19
Analyze data to identify trends or relationships among variables	19
Analyze data to inform operational decisions or activities	19
Estimate operational costs	18
Verify information or specifications	18
Verify accuracy of financial or transactional data	17
Proofread documents, records, or other files to ensure accuracy	17
Weigh finished products	16
Sort mail	16
Review documents or materials for compliance with policies or regulations	16
Analyze business or financial data	16
Measure materials to mark reference points, cutting lines, or other indicators	15
Evaluate program effectiveness	15
Evaluate characteristics of equipment or systems	15
Analyze costs and benefits of proposed designs or projects	15
Calculate dimensions of workpieces, products, or equipment	14
Measure work site dimensions	14
Evaluate utility of software or hardware technologies	14
Examine financial records	14
Evaluate designs or specifications to ensure quality	14
Analyze operational data to evaluate operations, processes or products	14
Interpret research or operational data	14
Analyze data to identify or resolve operational problems	14
Estimate technical or resource requirements for development or production projects	14
Measure distances or dimensions	13
Calculate financial data	13
Verify accuracy of records	13
Estimate costs for labor or materials	12
Sort materials or products for processing, storing, shipping, or grading	12
Analyze market conditions or trends	12
Calculate specific material, equipment, or labor requirements for production	12
Compile operational data	11
Analyze environmental data	11
Determine the value of goods or services	11
Determine resource needs	11
Measure the level or depth of water or other liquids	10
Verify accuracy of data	10
Assess compliance with environmental laws	10
Analyze project data to determine specifications or requirements	10
Analyze forecasting data to improve business decisions	10
Analyze biological samples	10
Measure product or material dimensions	9
Calculate weights, volumes or other characteristics of materials	9
Survey land or bodies of water to measure or determine features	9
Check data for recording errors	9
Compile technical information or documentation	9
Follow protocols or regulations for healthcare activities	9
Analyze geological or geographical data	9
Apply mathematical principles or statistical approaches to solve problems in scientific or applied fields	9
Analyze health-related data	9
Calculate data to inform organizational operations	9
Analyze security of systems, network, or data	9
Estimate materials requirements for projects	9
Weigh materials to ensure compliance with specifications	8
Estimate construction project costs	8
Evaluate potential of products, technologies, or resources	8
Assess financial status of clients	8
Analyze data to determine project feasibility	8
Evaluate data quality	8
Reconcile records of sales or other financial transactions	8
Prepare cash for deposit or disbursement	8
Analyze physical, survey, or geographic data	8
Assess risks to business operations	8
Calculate numerical data for medical activities	8
Evaluate applicable laws and regulations to determine impact on organizational activities	8
Analyze chemical compounds or substances	8
Conduct quantitative failure analyses of operational data	8
Estimate costs of products, services, or materials	8
Determine types of equipment, tools, or materials needed for jobs	8
Evaluate the effectiveness of counseling or educational programs	7
Assess the cost effectiveness of products, projects, or services	7
Evaluate new technologies or methods	7
Compile geographic or related data	7
Verify accuracy of patient information	7
Examine documents to verify adherence to requirements	7
Evaluate green operations or programs for compliance with standards or regulations	7
Conduct financial or regulatory audits	7
Analyze risks to minimize losses or damages	7
Analyze design or requirements information for mechanical equipment or systems	7
Analyze quantitative data to determine effectiveness of treatments or therapies	7
Analyze laboratory specimens to detect abnormalities or other problems	7
Analyze financial information	7
Analyze test or validation data	7
Analyze test or performance data to assess equipment operation	7
Calculate shipping costs	7
Estimate costs of goods or services	7
Identify information technology project resource requirements	7
Prepare project budgets	7
Measure physical characteristics of forestry or agricultural products	6
Appraise property values	6
Evaluate project designs to determine adequacy or feasibility	6
Verify mathematical calculations	6
Protect patients or staff members using safety equipment	6
Analyze market research data	6
Evaluate technical data to determine effect on designs or plans	6
Analyze operational or research data	6
Analyze shipping information to make routing decisions	6
Identify implications for cases from legal precedents or other legal information	6
Apply mathematical models of financial or business conditions	6
Analyze financial records to improve efficiency	6
Interpret design or operational test results	6
Estimate costs or terms of sales	6
Prepare operational budgets for green energy or other green operations	6
Measure physical or chemical properties of materials or objects	5
Measure ingredients	5
Estimate time or monetary resources needed to complete projects	5
Estimate green project costs	5
Estimate costs for projects or productions	5
Measure clients to ensure proper product fit	5
Evaluate effectiveness of personnel policies or practices	5
Assess product or process usefulness	5
Assess database performance	5
Verify accuracy of financial information	5
Compile environmental or climatological data	5
Balance receipts	5
Examine personal documentation to ensure that it is valid	5
Review license or permit applications	5
Verify shipping documentation	5
Review environmental permits, plans, or reports	5
Evaluate plans or specifications to determine technological or environmental implications	5
Analyze market or customer related data	5
Analyze risks related to investments in green technology	5
Analyze design requirements for computer or electronics systems	5
Analyze data to assess operational or project effectiveness	5
Analyze impact of legal or regulatory changes	5
Analyze financial records to improve budgeting or planning	5
Estimate labor requirements	5
Estimate construction project labor requirements	5
Estimate maintenance service requirements or costs	4
Survey land or properties	4
Calculate geographic positions from survey data	4
Measure effectiveness of business strategies or practices	4
Evaluate training programs, instructors, or materials	4
Evaluate civic projects or public policies	4
Verify customer credit information	4
Review accuracy of sales or other transactions	4
Sort forestry or agricultural materials	4
Sort materials or products	4
Verify application data to determine program eligibility	4
Verify patron or staff credentials	4
Examine marketing materials to ensure compliance with policies or regulations	4
Examine product information to ensure compliance with regulations	4
Review plans or proposals for environmental conservation	4
Examine financial records or processes	4
Examine financial records to ensure compliance with policies or regulations	4
Analyze industry trends	4
Forecast economic, political, or social trends	4
Evaluate environmental or sustainability projects	4
Evaluate energy production data	4
Appraise environmental impact of regulations or policies	4
Analyze crime scene evidence	4
Analyze laboratory findings	4
Analyze budgetary or accounting data	4
Estimate supplies, ingredients, or staff requirements for food preparation activities	4
Estimate material requirements for production	4
Measure radiation levels	3
Weigh parcels to determine shipping costs	3
Compute gaming wins and losses	3
Calculate tax information	3
Compute debt repayment schedules	3
Assess locations for potential green technology installations	3
Check quality of diagnostic images	3
Sort recyclable materials	3
Review customer insurance information	3
Determine geographic coordinates	3
Analyze geological samples	3
Analyze website or related online data to track trends or usage	3
Analyze green technology design requirements	3
Analyze logistics processes	3
Analyze jobs using observation, survey, or interview techniques	3
Analyze data to inform personnel decisions	3
Evaluate logistics methods to reduce environmental impact	3
Analyze traffic data	3
Analyze environmental regulations to ensure organizational compliance	3
Analyze financial records or reports to determine state of operations	3
Determine prices for menu items	3
Estimate cost or material requirements	3
Estimate time requirements for development or production projects	3
Measure stock or liquid levels in sustainable fuel production systems	2
Evaluate the characteristics of green technologies	2
Evaluate characteristics of products	2
Sort materials or objects for processing or transport	2
Conduct environmental audits	2
Locate natural resources using geospatial or other environmental data	2
Estimate demand for products or services	2
Analyze consumer trends	2
Analyze medical data to determine cause of death	2
Model operational processes	2
Analyze energy usage data	2
Analyze forensic evidence to solve crimes	2
Calculate requirements for equipment installation or repair projects	2
Verify employee information	1
Analyze Geographic Information Systems (GIS) data for use in green applications	1
Estimate labor or resource requirements for forestry, fishing, or agricultural operations	1