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TAX TECHNOLOGY PLATFORM

AI-driven document ingestion for tax returns

Mockup of an AI-driven document ingestion platform for tax returns.
Tax technology platform, Industry: Finance, Services: AI development, Team size: 5 people, Architecture: Service-based
Tax technology platform, Industry: Finance, Services: AI development, Team size: 5 people, Architecture: Service-based

The challenges our client faced

Tax teams need complete documentation to meet tight filing deadlines. But as volume grew, coordinating documents across clients and reviewers became unpredictable, especially during peak periods. Our client needed a workflow that stayed compliant and reliable without slowing everything down.

Documents icon representing manual document-heavy workflows

Manual document-heavy workflows

Collecting large volumes of documents, extracting key data, and validating completeness was largely manual.
Clock icon representing slow turnaround and inconsistent quality

Slow turnaround and inconsistent quality

Returns stalled until documents were reviewed, causing delays, rework, and uneven outcomes during busy seasons.
Resize icon representing limited scalability

Limited scalability

Manual review didn’t scale with demand, creating bottlenecks and limiting the impact of automation.

AI-powered document ingestion

An AI-driven ingestion platform that automates document collection, extraction, and validation, enabling faster, more predictable tax preparation at scale.

Mockup of an AI-powered document ingestion interface for tax preparation.

How we solved it

We focused on reducing manual review while keeping accuracy and compliance at the center of the workflow.

Frontend

A fast interface for uploading documents and tracking readiness across returns.
Vite
Vite
TypeScript
TypeScript
React
React
Tailwind
Tailwind
Shadcn
Shadcn

Backend & AI

Document classification, structured data extraction, and completeness validation using rule-based logic and LLMs, built for accuracy and scale.
Python
Python
Django
Django
PostgreSQL
PostgreSQL
Celery
Celery
Gemini
Gemini
Heroku
Heroku
Docker
Docker

The results

The new workflow significantly improved speed, quality, and scalability across tax preparation operations.
Scissors icon

Near real-time readiness, cutting preparation cycle times

Gear icon

Standardized, validated inputs that reduce rework

Brain icon

AI-driven checks that catch errors earlier in the process

Resize icon

Scalable operations that handle peak volumes

The key service that addressed every challenge

Boost productivity company-wide by automating repetitive workflows and freeing teams to focus on higher-value work.
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