Founded at Columbia University · Now Taking Assessments

The Trust & Compliance Layer for Enterprise AI

Find the compliance gaps in your AI system before a regulator, customer, or lawsuit does — in 5 business days, for a fraction of what outside counsel charges. No code changes required.

Submit for Review How It Works
5 days
From Submission to Full Report
$1,250
Early Client Rate
7%
Max EU AI Act Fine (Share of Global Turnover)
Aug '26
EU AI Act Transparency Rules Live
The Problem

One undocumented gap can cost more than your entire compliance budget.

Most teams deploying AI can't prove where their training data came from, whether they own their outputs, or which rules apply to them. That gap stays invisible until it becomes a fine, a lost deal, or a lawsuit.

⚠️

Stalled Enterprise Deals

Enterprise buyers increasingly ask where your training data came from. If you can't answer, procurement stalls and the deal goes to a competitor who can.

©️

Copyright Litigation

Courts are actively ruling on AI training and outputs. Finding exposure yourself costs a review; having a rights holder find it costs a lawsuit.

🌐

Regulatory Fines

EU AI Act penalties reach up to €35M or 7% of global annual turnover. Knowing which obligations apply to you is the first step to avoiding them.

🔍

Failed Audits & Due Diligence

Investors, acquirers, and auditors expect documentation you may not have. Gaps found late delay rounds, reprice deals, and cost far more to fix under pressure.

How It Works

From submission to deployment-ready in four steps.

No retraining, code changes, or system integrations required. Taala reviews what you already have.

Step 01

Submit

Provide an AI model, training dataset, or model documentation. Taala reviews what you already have.

→
Step 02

Analyze

Taala evaluates IP provenance, copyright exposure, regulatory mapping, and audit readiness across your materials.

→
Step 03

Report

Receive a compliance summary, risk breakdown, and generated legal artifacts ready for internal or external review.

→
Step 04

Deploy

Proceed with confidence — or remediate identified issues before they become costly legal or regulatory problems.

Product

Four checks. Each one closes a gap that could cost you.

Every finding comes with a risk rating and concrete fixes, so you know what to address first and what it protects you from.

🔐

IP Provenance

Assesses potential ownership and licensing risk related to training data sources. Surfaces documentation gaps before they become disputes.

📋

Copyright Exposure

Identifies potential infringement or similarity to protected works. Evaluates training data against known copyrighted material.

🗺️

Regulatory Mapping

Maps model use cases to applicable regulatory frameworks including the EU AI Act, CCPA, and sector-specific requirements.

✅

Audit Readiness

Evaluates documentation completeness and traceability for legal review. Generates the artifacts your legal team needs.

Sample Output

What you receive after analysis.

A structured compliance report with actionable risk breakdown and generated legal artifacts.

Taala Compliance Report — Sample Output
Compliance Summary
Overall Risk Level: Medium
Primary Concern: Training data copyright exposure
Secondary Concern: Incomplete provenance documentation
Risk Breakdown
IP Provenance
Limited documentation available regarding training data sources and ownership history.
Medium
Copyright Exposure
Potential similarity between training data and protected works identified.
High
Regulatory Mapping
Applicable regulatory requirements identified; additional documentation required.
Medium
Audit Readiness
Current documentation insufficient for external audit or legal review.
Medium
Generated Artifacts
📄
Compliance Summary (PDF)
Executive overview of identified risks and key findings.
🔎
Audit Trail & Assumptions
Documentation outlining analysis scope, inputs reviewed, and key assumptions.
✅
Documentation Checklist
List of missing or recommended materials required for regulatory or legal review.
⚖️
Legal Review Memo (Draft)
Structured summary designed to support internal counsel or external legal advisors.

Illustrative sample output. Not final product functionality.

Business Model

Start per-assessment. Scale to platform.

B2B SaaS / Professional Services hybrid — growing toward recurring platform revenue.

Available Now
🔍 Per-Assessment
$2,500

One-time structured compliance report covering IP provenance, copyright exposure, EU AI Act regulatory mapping, and audit readiness. Delivered in 5 business days.

Early client offer: $1,250 in exchange for a testimonial — available for our first few clients.

Coming Soon
📋 Annual Contract
$50K–$150K

Ongoing compliance monitoring, quarterly reviews, and full audit support for teams managing multiple AI systems.

Coming Soon
🏢 Enterprise Platform
$250K+

Full-suite: continuous monitoring, API access, and custom regulatory mapping for large-scale AI deployments.

Traction & Roadmap

From concept to scale in 18 months.

Built at Columbia Business School. Moving fast toward first revenue.

Completed

Foundation

Product concept, live demo, website, and IP framework defined

Now — Fall 2026

First Pilots

MVP complete, actively closing first paid assessments

Q4 2026 / Early 2027

SaaS Launch

Launch v1 SaaS platform to automate the assessment workflow

Q1 2027

First $100K ARR

Hit first ARR milestone, launch EU AI Act compliance module

2027

Seed Round

Scale GTM with seed funding

Why Taala

Can't you just use ChatGPT, Claude, Gemini, or another AI tool?

You could. Here's what you'd be missing.

🗂️
The right framework

29 questions mapped to real regulatory standards — EU AI Act Articles 11, 14, and 72, HIPAA, GDPR, and IP provenance requirements. Building that yourself takes weeks.

📄
A deliverable, not a chat

A 7-page structured report with risk ratings, findings, recommendations, a documentation checklist, and a legal review memo — something you can hand to a board, a regulator, or outside counsel.

✍️
Accountability

When Taala signs a report, someone is accountable for the analysis. A ChatGPT conversation has no author. That matters when regulators ask questions.

⚡
Speed

A full compliance review delivered in 5 business days. Building the same output internally requires expertise across IP law, copyright, and EU AI Act compliance — simultaneously.

Founder

Built by someone who asked the right question.

Anuraag Hooda
Anuraag Hooda
Founder & CEO, Taala.ai
  • MA — Columbia University (2026)
  • Founded Taala from a Columbia Business School discussion on AI ownership
"Who owns what AI creates? Taala is the infrastructure that answers that question."
Connect on LinkedIn →

The AI governance problem is here.
Taala is how you act on it.

Get in touch to learn how Taala can protect your enterprise before deployment.

Submit for Review → Investor Inquiries