HardSaaSFrontierClear niche and buyerAI model/API accessPayments via Stripe
Verified

Adversarial AI Red-Teaming Infrastructure

LLM Infrastructure for adversarial, high-risk scenarios. Our adversarial AI helps authorised testers to simulate red teaming drills.

In plain English

Authorized testers pay for AI that helps them run practice attack drills in high-risk situations. It is meant only for people who already have permission to test, so they can see how an AI system holds up before something real goes wrong. The AI does most of the drill work, and payments are handled alongside it. Quality checks, help for those testers, and careful judgment on risky tests stay with the person who runs the business.

Automation85%
Startup costNot disclosed
Time to first $Not disclosed
Monthly range*$40,278 Last 30 days

$40,278 verified revenue last 30 days, mostly non-recurring (TrustMRR/Stripe, Oct 28, 2026)

DifficultyHard
SourceTrustMRR - Audn Corporation ↗

Operator: Ozgur Ozkan

Verified

Revenue independently checked: documents reviewed by a publication, or a public dashboard.

Not disclosed.

The tool stack

Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.

Step-by-step setup

  1. Ship an API or tool developers and agents call directly.
  2. Great docs, SDKs and MCP/CLI access.
  3. Usage-based or tiered pricing.
  4. Grow via developer communities and integrations.

What's automated vs. the human 15%

The machine does

  • Core AI generation/analysis
  • Billing and onboarding

You still do

  • Product quality and support
  • Distribution and marketing
  • Compliance and edge cases

Overview

LLM Infrastructure for adversarial, high-risk scenarios. Our adversarial AI helps authorised testers to simulate red teaming drills.

Operator: Ozgur Ozkan. Category on TrustMRR: Artificial Intelligence. Founded: 2026-03-07. Website: https://platform.audn.ai/

Estimated split: about 85% of the work automated, 15% human.

Realistic income

TrustMRR (checked Oct 28, 2026) shows $40,278 in Stripe-verified revenue over the last 30 days, $52,570 verified over its tracked history. Most of this revenue is one-time, not recurring. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live listing — numbers change.

Risks

  • Platform dependency on upstream models/tools.
  • Support burden from technical users.
  • Startup cost and time to first dollar are not disclosed.

*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.

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