Assessors

Prepare and maintain current data on each parcel assessed, including maps of boundaries, inventories of land and structures, property characteristics, and any applicable exemptions.

AI: Fully automatable - AI combined with GIS, public records ingestion, imagery analysis, and workflow automation can collect, update and maintain parcel maps, inventories, characteristics and exemption records at scale.

Issue notices of assessments and taxes.

AI: Fully automatable - AI can generate, format, and deliver assessment and tax notices automatically from roll data and distribution systems, subject to agency approval.

Write and submit appraisal and tax reports for public record.

AI: Fully automatable - AI can generate standardized appraisal and tax reports from collected data and, with system access, submit them electronically to public records systems for routine filings.

Analyze trends in sales prices, construction costs, and rents, to assess property values or determine the accuracy of assessments.

AI: Fully automatable - AI systems can ingest sales, cost, and rent data, detect patterns and compute trend adjustments to support valuations without needing continuous human intervention.

Identify the ownership of each piece of taxable property.

AI: Fully automatable - Public deed and registry data can be matched and reconciled automatically to identify listed owners for virtually all parcels, with complex beneficial‑ownership exceptions flagged for humans.

Calculate tax bills for properties by multiplying assessed values by jurisdiction tax rates.

AI: Fully automatable - This is a deterministic calculation that automated systems can perform reliably at scale.

Provide sales analyses to be used for equalization of school aid.

AI: Fully automatable - AI can produce sales analyses for equalization by aggregating and statistically adjusting transaction data according to required methodologies, though expert validation may be needed for final reports.

Determine taxability and value of properties, using methods such as field inspection, structural measurement, calculation, sales analysis, market trend studies, and income and expense analysis.

AI: Partial - AI-driven appraisal models, sales- and income-analysis tools, and remote data can estimate taxability and value, but physical inspections and complex legal/tax interpretations still need human expertise.

Inspect properties, considering factors such as market value, location, and building or replacement costs to determine appraisal value.

AI: Partial - AI can assess photos, plans and remote-sensing data to estimate appraisal factors like condition and replacement cost, but comprehensive on-site inspections and nuanced observations often require a human appraiser.

Explain assessed values to property owners and defend appealed assessments at public hearings.

AI: Partial - AI can draft explanations, prepare evidence packages, and simulate hearing arguments, but delivering persuasive in-person explanations and defending appeals in public hearings remains a human responsibility.

Establish uniform and equitable systems for assessing all classes and kinds of property.

AI: Partial - AI can design uniform assessment algorithms, detect bias and promote consistency, but establishing policy, equity decisions and legal standards requires human judgment and governance.

Inspect new construction and major improvements to existing structures to determine values.

AI: Partial - AI can assist inspections with drones, imagery and plan analysis for new construction and major improvements, but accurate valuation of complex on-site workmanship and unseen issues still requires human inspection.

Complete and maintain assessment rolls that show the assessed values and status of all property in a municipality.

AI: Partial - AI can generate and update comprehensive assessment rolls from data feeds and mass-appraisal models but still requires human oversight for legal sign-off and edge cases.

Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary.

AI: Partial - AI can cross‑check transfer records against public registries and flag or correct obvious data errors, but complex legal discrepancies and identity issues require human review.

Conduct regular reviews of property within jurisdictions to determine changes in property due to construction or demolition.

AI: Partial - AI can detect construction or demolition using permit records and imagery change detection, but on-site confirmation and nuanced property-change determinations need human follow-up.

Approve applications for property tax exemptions or deductions.

AI: Partial - AI can screen and pre-populate exemption applications and flag likely eligibility or fraud, but final approval normally requires human judgment and legal authority.

Maintain familiarity with aspects of local real estate markets.

AI: Partial - AI can continuously monitor local market indicators and synthesize insights, but tacit local knowledge and stakeholder relationships usually still require human involvement.

Supervise staff members.

AI: Partial - AI can assist with scheduling, monitoring, and drafting feedback but cannot fully replace human leadership, legal responsibility, and nuanced personnel decisions.

Serve on assessment review boards.

AI: Partial - AI can prepare analyses and recommendations for assessment review boards but cannot legally serve as a board member or perform deliberative fiduciary duties requiring human judgment.

Hire staff members.

AI: Partial - AI can screen candidates, rank resumes, and draft interview questions but cannot make final hiring decisions, negotiate offers, or assume legal hiring responsibility.