AI-generated R&D tax credit studies are inaccurate and lack proper verification, undermining the quality of tax advisory work.

Existing AI solutions fail because they rely on generic boilerplate and inaccurate calculations without interviewing or verifying client specifics.

Severity

4High

Willingness to Pay

implied

Added

Jul 17, 2026

Workarounds Described

Client engages AI company that never interviews or verifies, just dumps payroll into AI
Tax professional manually redacting AI-generated report due to generic content

Implied Software Gaps

A tool that enforces expert interviews and cross-checks payroll with real activities before finalizing R&D calculations
AI report generation with built-in controls to detect and highlight boilerplate or unsupported claims

App Concept

VerifyR&D

VerifyR&D is a collaborative platform that combines AI efficiency with mandatory expert review to produce defensible, accurate R&D tax credit studies. It guides tax professionals through a structured interview process, cross-references payroll data with activity details, and flags generic language, ensuring each study is tailored and compliant.

Key Features

Mandatory client interview module capturing specific R&D activities
Automated cross-checking of payroll data with documented activities
AI-generated draft flags for generic or boilerplate text with expert override
Compliance dashboard and audit trail for each study

Target Users: Tax professionals and accounting firms of all sizes that prepare or review R&D tax credit studies.

Revenue Model: $149/mo per user SaaS subscription, with tiered plans for firms based on volume

Existing Solutions Mentioned

Onshore.TaxNeo.TaxIncentifyMainStreet

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