Marble vs. BIZORA

Both use AI. Only one is built around the entire tax engagement.

SOC 2 certified · No training 3rd party LLMs on client data · Circular 230 aware

Bizora is an AI-powered tax research platform focused on helping professionals research tax issues, analyze documents, and draft content.

Marble is a SOC 2 Type II certified tax workflow platform that connects AI-powered research directly to Clients, Projects, Work Products, tax documents, and client deliverables. Instead of stopping at research, Marble helps firms manage the entire engagement—from research and review through the final client deliverable.

The Verdict

Bizora is a great tool for AI-powered tax research with strong document analysis, drafting capabilities, and developer-focused API and MCP integrations.

Marble is built for accounting firms that want more than AI research. Marble combines AI-powered tax research with engagement organization, advanced tax document processing, a built-in Tax Library, secure collaboration, and complete research-to-deliverable workflows. Every engagement stays organized, traceable, and secure from start to finish.

The short answer

What’s the difference between Marble and Bizora?

Both platforms are AI native and use AI to help tax professionals research tax issues, analyze documents, and draft work products. The difference is what they organize.

Bizora organizes AI conversations, documents, and drafting.

Marble organizes the entire tax engagement. Every research question, supporting authority, tax document, work product, and client deliverable stays connected through Clients, Projects, and Work Products, creating a complete record from initial research to final client work. Marble also includes a fully integrated Tax Library with federal and state primary authorities, allowing professionals to verify citations, review source material, and highlight relevant content without leaving the application.

Last updated: August 2026

Side by side

Marble vs. Bizora

Bizora helps you research. Marble helps you run the engagement.

CapabilityBizora
Ask tax questions in plain English✓ Yes✓ Yes
Citation-backed answers✓ Yes✓ Yes (via external web sources)
Integrated tax library with content highlighting✓ YesNo
International TaxNoLimited (OECD and EU VAT)
Client and project management✓ YesLimited (Vault)
Federal + all 50 states coverage✓ Yes✓ Yes
Work Product Management✓ Yes✓ Yes (via Canvas)
API and MCP SupportLimited (API Only)✓ Yes
SOC 2 Type II Audited and Certified✓ YesNo
Intake with Tax Document Processing✓ Yes-
Transparent self-serve pricingFree plan,
Pro for $600/year ($59/month)
Essentials 29.99/month
Pro 69.99/month

Why firms switch

Marble is built for how tax professionals actually work

Citations you can open

Every answer links to the primary authority. Click any citation to read the full text in-line and in the Tax Library to verify your positions.

Private by design

SOC 2 Type II, encrypted in transit and at rest. Your client data is isolated and never used to train public models, full stop.

Answers in minutes

Ask in plain English and get a sourced answer across federal and state in minutes, so your team spends time on judgment, not assembly.

Pricing

Transparent pricing, with annual discounts

Marble Pro

$59/ seat / mo ($600 / seat / year)

  • Unlimited cited research
  • Client Intake
  • Tax Library
  • SOC 2 Type II · private by design
Get started

Bizora Pro

$69.99/ seat / mo

  • MCP Integrations
  • Manual switch between deep reserach and fast research
  • OECD and EU VAT frameworks
Listed for comparison

Questions

Marble vs. Bizora, answered

Is Marble more secure than Bizora?
Marble is SOC 2 Type II certified, providing independently audited security controls for handling sensitive client information. Marble also encrypts data in transit and at rest and never uses customer data to train public AI models. Marble provides it's SOC 2 Type II audit at trust.marble.ai.
How is Marble different from Bizora
Both platforms use AI to help tax professionals research and draft work. Marble extends beyond research by organizing the entire engagement around Clients, Projects, and Work Products, connecting research directly to work products and client deliverables.
What is Marble’s Tax Library?
Marble includes a fully integrated Tax Library with federal and state primary authorities built directly into the platform. Users can verify citations, review source material, highlight important passages, and reference authoritative content without leaving the application. The library is also available at library.marble.ai/tax.
Who is Marble built for?
Tax professionals, from solo practitioners to mid-market teams, who handle complex tax issues and returns.
What tax law does Marble cover?
Federal and state tax law, with coverage across all 50 states.
Can Marble process tax documents?
Yes. Marble includes advanced tax document processing that helps firms organize and analyze client tax documents as part of the engagement workflow.
Is my client data secure?
Yes. SOC 2 certified, encrypted, and your data never trains public AI models. You never need to worry about where or how you upload data to Marble.
Do you host data in the US or in any international servers?
All customer data is hosted on secure, US-based infrastructure with a tier 1 cloud provider. We follow SOC 2–compliant security practices to ensure your data is protected to a high standard.

Tax answers in seconds. More time for your clients.

Try Marble free.

Tax teams are leaving the old way behind

Practitioners who switched from legacy research tools tell the same story: answers in seconds, not half an hour.