Tax analysis pipeline and data connections

Core Technology

AI first, forms second — every step explainable

US TaxGPT understands business transactions before mapping them to IRS form fields. Deterministic engines compute the numbers; AI agents classify and explain; licensed professionals review what matters.

Five-layer agent architecture

Five agents — model output is never the final answer

The system confirms facts and documents first, then classifies, computes, screens risk, and routes to human review. Every layer keeps its state and basis, avoiding black-box results.

01
Phased

Multimodal Document Intake Agent

Parses PDF bank statements, broker 1099/W-2, K-1s, contracts and screenshots via OCR + document understanding — extracting amounts, dates, counterparties, asset types, and tax clauses in legal agreements.

02
Live

Transaction Understanding & Classification Agent

The core agent: bound to an IRS + state tax knowledge base, it classifies every transaction — ordinary income vs long/short-term capital gains vs K-1 allocations; FIRPTA and 1042-S withholding; residency and entity type (LLC disregarded / partnership / C Corp).

03
Live

Deduction & Credit Discovery Agent

Searches applicable deductions and credits from classified transactions — R&D credits, foreign tax credits, depreciation, SPV operating costs — and flags high-risk deductions for accountant review.

04
Live

Tax Risk Audit Agent

Built-in IRS audit red-flag rules: 1099 mismatches, unsupported large losses, nonresident worldwide-income mistakes, multi-tier SPV transfer-pricing risk. Outputs low/medium/high ratings; high-risk items lock until human review.

05
Live

Workpaper & Return Generation Agent

Maps classified results to official IRS forms — 1040, 1040NR, 1065, 1120, 1120S, 1099 series, W-8BEN — and produces both draft e-file documents and full accountant workpapers for audits and diligence.

Professional reviewing analysis results and evidence chain

Deterministic + AI

Rules compute, AI explains, humans decide

Amounts, condition checks, and risk triggers run on deterministic rules; AI organizes questions and explains results within strict boundaries — it never overrides the computation.

  • Repeatable: identical inputs produce identical base assessments
  • Traceable: conclusions cite IRS code sections with source links
  • Blocked on conflict: insufficient evidence or high risk forces human review

Capability status

Live

Deterministic rule assessments, reviewed-knowledge retrieval, risk grading, document checklists, evidence index, human review, reports and audit records.

Phased

AI Q&A with workbench integration, manual document linking, structured analysis chains; rules and reviewed knowledge keep expanding.

Planned / authorization-dependent

Full multimodal parsing, automatic IRS rule sync, multi-tier equity graph reasoning, official e-file schemas, and broker/bank/tax-authority API access.

See the real workflow

Create a case to see documents, rules, risk, review and archive stages in the workbench.

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