United States Internal Revenue Service
Company-reportedCreator to judgeAuthenticated self-service can resolve common collection questions and eligible payment-plan transactions.
Engineering design · United States
Collections: Human still decides
Executive brief
Public-service automation works when eligibility and topics are bounded and citizens can still reach a person.
AI value · Taxpayer interactions handled
Company-reportedMore than 13 million taxpayers received voice/chatbot service without waiting.
Interaction count is not a verified resolution-quality rate.
Before
Calls and waits for a live assistor for common collection information or payment-plan help. → Answers routine questions or configures eligible installment agreements.
After
Answers common questions, authenticates eligible users, and creates or modifies permitted payment plans. → Handles escalated, complex, or unsupported inquiries.
Human boundary
Rules determine bot eligibility; taxpayers may request a representative; IRS staff retain complex-account authority.
Why it matters
Authenticated self-service can resolve common collection questions and eligible payment-plan transactions.
This case is company-reported. Use it for the operating-model shift; do not treat the numbers as independently measured.
Before
How the work ran before the change.
Taxpayer
Calls and waits for a live assistor for common collection information or payment-plan help.
ControlIdentity verification and collection rules.
IRS assistor
Answers routine questions or configures eligible installment agreements.
ControlIRS policy.
What changed
Authenticated self-service can resolve common collection questions and eligible payment-plan transactions.
Decision rightHuman moves from creator to judge
After
How the same work runs now.
Voice or chat bot
Answers common questions, authenticates eligible users, and creates or modifies permitted payment plans.
ControlPreconstructed conversations, authentication, and eligibility rules.
IRS assistor
Handles escalated, complex, or unsupported inquiries.
ControlHuman service and collection authority.
Exception path
Unsupported intent, failed authentication, or taxpayer request transfers to a live assistor.
Work removed
Decision authority
Rules determine bot eligibility; taxpayers may request a representative; IRS staff retain complex-account authority.
Before
Taxpayer
Calls and waits for a live assistor for common collection information or payment-plan help.
Control: Identity verification and collection rules.
IRS assistor
Answers routine questions or configures eligible installment agreements.
Control: IRS policy.
After
Voice or chat bot
Answers common questions, authenticates eligible users, and creates or modifies permitted payment plans.
Control: Preconstructed conversations, authentication, and eligibility rules.
IRS assistor
Handles escalated, complex, or unsupported inquiries.
Control: Human service and collection authority.
Work that left the path
Human role before
Assistors handled both routine and complex collection calls.
Human role after
Assistors focus on complex inquiries and escalations while taxpayers self-serve routine needs.
AI roleDecision mode: bounded conversational self-service. Answers approved topics and executes eligible plan transactions; it does not set tax liability.
Taxpayers waited for live phone assistance.→More than 13 million taxpayers received voice/chatbot service without waiting.
January 2022 through September 2023. · English and Spanish national service.
Interaction count is not a verified resolution-quality rate.
Eligible plans required staff or other channels.→Roughly $151-$152 million in payment agreements were established; Treasury reported project costs of $13 million.
Launch through August-September 2023. · Approximately 24,000 plans in Treasury reporting.
Projected revenue is not the same as collected revenue.
Anti-pattern
Counting interactions as successful resolutions or projected balances as collected revenue.
Questions
Portability conditions
Reputation risk
medium
Evidence and authority
Watch · updated
Watch status: verify the cited source and deployment condition before reusing this case.
2 primary; publication outcomes are reported.
Bundle 1.0.0 · reviewed 2026-08-23 · stable ID c19749347bf32643
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