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OpenAI vs. AbakusOpenAI on its own, or built around your firm.

OpenAI builds the GPT models and ChatGPT, and offers them to businesses through its API and business plans.

OpenAI logoOpenAI Abakus
Made by
OpenAI
Category
AI models & assistants

The short answer

OpenAI is a powerful general-purpose AI. On its own it doesn't know your firm's procedures or which client a question is about, and it can't act inside your tax and practice software. Abakus builds on it with business-grade access, connects it to your firm's data with permissions intact, and adds review steps wherever professional judgment matters.

What OpenAI does well

  • Strong general reasoning and writing
  • Reads documents and images, including scanned forms
  • Business offerings that don't train on your data by default

Where firms hit its limits

  • General-purpose: it doesn't know your procedures, checklists, or client history unless someone supplies the context.
  • Answers live in a chat window; turning them into filed documents, sent reminders, or updated records is still manual.
  • Using client data with consumer AI tools raises privacy and WISP questions that need a business-grade setup to answer.

OpenAI on its own vs. with Abakus

OpenAI on its own

Off the shelf, built for every firm

OpenAI + Abakus

Rules designed around your firm

Knowledge of your firm

Knowledge of your firm

General knowledge plus whatever staff provide.

Knowledge of your firm

Grounded in your own data, procedures, and documents, with sources cited.

Taking action

Taking action

Answers in a chat.

Taking action

Files documents, drafts reminders, and updates records, with review.

Client data

Client data

Depends on how each person uses it.

Client data

Business-grade setup with no training on your data, scoped to what each user may see.

Checking accuracy

Checking accuracy

Up to the reader.

Checking accuracy

Confidence scores, cited sources, and human review steps.

What we build around OpenAI

Typical automations for firms that use OpenAI. Each one follows your firm's rules, keeps a human review step where professional judgment matters, and changes in hours when you need something different.

01

Document extraction pipelines with confidence scores and review queues

02

Client-email drafts grounded in your own data

03

A private assistant over your procedures and client files

04

A business-grade setup with access limited per user

OpenAI: common questions

Is OpenAI safe for client tax data?
It can be, with the right setup: business-grade access with no training on your data, access limited to what each person may see, and a review step before anything reaches a client. Details are on our security page.
Why not just give the team OpenAI directly?
You can, and many firms should. Abakus adds what a chat window doesn't: connections to your client data, automations that act on the answers, and rules designed for your firm.
Which AI model do you use?
The one that fits the task and your data policy. We build on OpenAI, Anthropic Claude, and Microsoft Azure, and design workflows so the model can usually be swapped without rebuilding them.

Compare other tools

All software comparisons

OpenAI is a trademark of OpenAI. Abakus Automations is independent and is not affiliated with, endorsed by, or sponsored by OpenAI. Product details are summarized from public information and may change.

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