Skip to main content

AI-powered tax preparation assistant

Project description

AI Tax — AI-Powered Tax Preparation

An AI-powered tax preparation system that aims to simplify tax filing through document parsing, conversational UI, and proactive tax optimization.

Vision

Make tax filing as simple as having a conversation — upload your documents, answer a few questions, file electronically.

Architecture

┌─────────────────────────────────────────────┐
│                   User Interface             │
│         (Conversational / Chat-based)        │
└──────────────────┬──────────────────────────┘
                   │
┌──────────────────▼──────────────────────────┐
│              AI Orchestrator                 │
│  - Document parsing (OCR + LLM extraction)  │
│  - Conversational interview engine          │
│  - Tax optimization suggestions             │
│  - Error detection & validation             │
└──────────┬───────────────┬──────────────────┘
           │               │
┌──────────▼─────┐  ┌──────▼──────────────────┐
│  Tax Engine    │  │  Document Parser         │
│  (Calculation) │  │  (W-2, 1099, K-1, etc.) │
│                │  │                          │
│  Option A:     │  │  - Cloud OCR APIs        │
│  Column Tax    │  │  - LLM extraction        │
│  White-label   │  │  - Validation layer      │
│                │  │                          │
│  Option B:     │  │                          │
│  Custom engine │  │                          │
│  (Direct File  │  │                          │
│   reference)   │  │                          │
└──────────┬─────┘  └──────────────────────────┘
           │
┌──────────▼──────────────────────────────────┐
│           IRS MeF E-Filing                   │
│  - XML schema generation                    │
│  - A2A transmission                         │
│  - Acknowledgement handling                 │
└─────────────────────────────────────────────┘

Project Structure

ai-tax/
├── README.md              # This file
├── STATUS.md              # Project status (source of truth)
├── config/                # Configuration files
├── docs/                  # Documentation
├── research/              # Research reports
├── src/
│   ├── core/              # Tax calculation engine & data models
│   ├── api/               # API layer (Column Tax integration or custom)
│   ├── parsers/           # Document parsing (W-2, 1099, etc.)
│   └── ui/                # Conversational UI / interview engine
└── tests/                 # Test suite

Tech Stack (Planned)

  • Language: Python 3.12+
  • Tax Engine: Column Tax API (Year 1) → Custom engine (Year 2+)
  • Document Parsing: Google Cloud Document AI / AWS Textract
  • AI/LLM: Claude API for conversational interface + optimization
  • E-Filing: IRS MeF A2A (when ready for direct filing)
  • Security: AES-256 encryption, SOC 2 practices from day 1

Current Phase: Planning & Architecture

See STATUS.md for current progress and next steps.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

taxforge-0.9.29.tar.gz (38.5 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

taxforge-0.9.29-py3-none-any.whl (34.7 kB view details)

Uploaded Python 3

File details

Details for the file taxforge-0.9.29.tar.gz.

File metadata

  • Download URL: taxforge-0.9.29.tar.gz
  • Upload date:
  • Size: 38.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.3

File hashes

Hashes for taxforge-0.9.29.tar.gz
Algorithm Hash digest
SHA256 d7c7a911b0fb1118b5c769acc0ef9f1b9b35510e52d62c00ddb38ddb4787306e
MD5 d8e9e41710dbbc3447f810eea79ae44c
BLAKE2b-256 f484124ccb8268a69aef9508892c4ad8c37d3adce7daa56a8321ab353ac17884

See more details on using hashes here.

File details

Details for the file taxforge-0.9.29-py3-none-any.whl.

File metadata

  • Download URL: taxforge-0.9.29-py3-none-any.whl
  • Upload date:
  • Size: 34.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.3

File hashes

Hashes for taxforge-0.9.29-py3-none-any.whl
Algorithm Hash digest
SHA256 2a7ab1a6ad95b8d556559199e92db778061ce1a1f55e0725829375f54f5676d4
MD5 0cf6a4c811921bcceca31d8b2395fd9c
BLAKE2b-256 59487330906f85932ec5f8c2cd708863b5567af3eca598ad9dfa1aec2414d908

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page