Agentic Data Ingestion

Kata Reads.
Your Team Leads.

Meet Kata — the agentic data ingestion engine for tax and compliance operations. The intelligence layer between every incoming document and the NOTICENINJA workflow engine.

Capture Understand Extract Validate Create Elevate
The next evolution

For close to two decades, NOTICENINJA has solved one overlooked challenge: getting the right information from the right document to the right person at the right time. OCR could read the words. It could never understand the document.

Then

Optical Character Recognition

The first generation of document capture. It scanned pages and pulled out text — but teams still reviewed fields, validated data, corrected gaps, and handled exceptions before work could begin.

Now

Agentic Data Ingestion

Kata identifies what it is looking at, extracts the information that matters, validates it, and prepares the work — so resolution starts in place of data entry.

Why we named it Kata
In martial arts, a kata is a form practiced until it becomes precise, disciplined, and automatic.

Kata approaches every document the same way — with the consistency, discipline, and attention to detail that ensures information enters the system accurately, every time.

Kata Reads. Your Team Leads.
How Kata works

Six disciplined forms, run on every document.

From the moment a document arrives, Kata moves through the same sequence — consistent, repeatable, and exact — turning incoming correspondence into actionable work.

01 / Capture

Documents arrive

Tax notices, audit correspondence, insurance and benefits letters, 401(k) notices — any form letter or notice enters NOTICENINJA through mailroom ingestion, email, upload, scanning, or integrations. Regardless of format or source, Kata immediately begins analyzing.

02 / Understand

It reads the context, not just the text

Kata identifies the document type and determines what information is relevant — evaluating the context and relationships within the document to understand what it is actually processing.

03 / Extract

The information that matters, pulled cleanly

Kata extracts the critical details required to create and support workflows:

Agency information Entity information Jurisdiction data Notice details Dates & deadlines Amounts due Reference numbers Supporting information
04 / Validate

Exceptions surface before they spread

Kata evaluates the extracted information and identifies potential gaps, inconsistencies, or exceptions before they impact downstream processes — an intelligence layer that improves accuracy and reduces manual review.

05 / Create

A clean, actionable record

Once information is structured and validated, Kata automatically prepares the data for workflow creation within NOTICENINJA — ready for assignment, routing, tracking, and resolution.

06 / Elevate

Your experts do the work only experts can

Instead of entering data and correcting extraction gaps, tax professionals focus on higher-value work:

  • Notice resolution
  • Audit management
  • Compliance activities
  • Risk mitigation
  • Strategic advisory work

Kata handles the repetitive work.
Your team handles the decisions.

Built for the work

From tax notices to any letter in your mailroom.

NOTICENINJA ingests all kinds of mail — Kata brings in any form letter or notice. Once it's mapped for distribution within the platform, the right document reaches the right team automatically, no matter what kind of correspondence it is.

Tax & compliance
Tax Notices
Audit Correspondence
Refund Checks
Amended Returns
Registrations
Compliance Communications
Beyond tax — and growing
Insurance Notices
Benefits Correspondence
401(k) & Retirement
General Mail Distribution
Any form letter or notice

As new document types emerge, Kata keeps expanding its ability to understand, structure, and route information for action. Any form letter. Any notice. Mapped and ready for the right team.

See Kata in action

The future of tax operations starts with ingestion.

Schedule a demonstration to see how Agentic Data Ingestion transforms incoming documents into actionable workflows — while your team focuses on the work that requires human judgment.

Request a Demo →