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AI builds it.
Onyx makes it bulletproof.

Your AI chatbot shipped last week. But did anyone test what happens when a customer asks for a refund in Spanish? Or when the AI hallucinates a discount code? Onyx catches what you missed.

What Onyx Checks
Factual Accuracy
Hallucination Detection
Brand Voice & Tone
Edge Case Handling
Error & Fallback Paths
Compliance & Safety
6 dimensions audited on every output
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AI Outputs Look Finished.
They Are Not.

AI generates fast. But speed without accuracy creates liability. Here are real failures Onyx is built to catch.

Confident but Wrong

AI states things with authority even when the information is fabricated. It sounds right, so nobody double-checks.

"Yes, we offer free returns on all items!" — when the actual policy is 30-day exchanges only

Invents Promises

AI chatbots create commitments your business never authorized. Discounts, guarantees, timelines — all hallucinated on the spot.

"Use code SAVE50 for 50% off!" — that code does not exist and never did

Crosses Safety Lines

Without guardrails, AI generates medical advice, legal opinions, or financial recommendations it has no business giving.

"Based on your symptoms, you should stop taking your medication and try..." — dangerous medical advice from a retail chatbot
"You would not ship code without tests. Why ship AI without a quality layer?"

One Quality Layer. Every AI Output.

Onyx works with whatever you are building. Here is how each category gets bulletproofed.

AI-Generated Websites

  • Copy and content tone audits against your brand guidelines
  • Accessibility compliance checks (WCAG 2.1 scoring)
  • SEO structure validation and meta tag analysis
  • Pricing and claim accuracy — catches contradictions between pages
  • Performance scoring with actionable improvement plan

AI Chatbots & Assistants

  • Hallucination detection — flags invented facts, policies, and promises
  • Edge case stress testing with adversarial prompts
  • Brand voice consistency analysis on every response
  • Escalation path validation — knows when to hand off to a human
  • Safety boundary checks for medical, legal, and financial topics

Marketing Agents & Content

  • Campaign messaging consistency across channels
  • Claim verification — catches stats, quotes, and features AI invented
  • Compliance checks for regulated industries
  • Pricing and offer accuracy across landing pages and emails
  • Tone mapping against brand personality guidelines

Internal Tools & Automations

  • Data accuracy validation across pipeline stages
  • Workflow logic testing with edge case simulation
  • Output format verification for downstream systems
  • Error handling coverage and recovery path testing
  • Security boundary checks for sensitive data flows

See Onyx in Action

Same chatbot. Same customer question. The only difference is whether Onyx audited it first.

Before Onyx Hallucination Detected
Do you offer free returns? I want to send back the shoes I ordered.
Absolutely! We offer free returns on all items, no questions asked. Just ship them back within 60 days and we will issue a full refund to your original payment method. You do not even need the original packaging. Would you like me to generate a prepaid return label?
Wrong policy, invented 60-day window, no "no questions asked" policy exists
After Onyx Verified Accurate
Do you offer free returns? I want to send back the shoes I ordered.
Happy to help with your return! Here is how it works for shoes:

Exchange: Free. Pick a new size or style and the new pair ships at no cost.
Refund: A $7.95 return shipping fee applies, deducted from your refund. Refunds are issued within 5-7 business days.

Both options are available within 30 days of delivery, and items need to be unworn with tags attached.

Want me to start an exchange or a refund for you?
Before Onyx Hallucination Detected
Do you offer free returns? I want to send back the shoes I ordered.
Absolutely! We offer free returns on all items, no questions asked. Just ship them back within 60 days and we will issue a full refund to your original payment method. You do not even need the original packaging. Would you like me to generate a prepaid return label?
Wrong policy, invented 60-day window, no "no questions asked" policy exists
After Onyx Verified Accurate
Do you offer free returns? I want to send back the shoes I ordered.
Happy to help with your return! Here is how it works for shoes:

Exchange: Free. Pick a new size or style and the new pair ships at no cost.
Refund: A $7.95 return shipping fee applies, deducted from your refund. Refunds are issued within 5-7 business days.

Both options are available within 30 days of delivery, and items need to be unworn with tags attached.

Want me to start an exchange or a refund for you?

Three Steps to Bulletproof AI

Onyx plugs into your existing workflow. No replatforming, no migration headaches.

1

You Build with AI

Use any AI tool you want — ChatGPT, Claude, Cursor, custom models. Build your website, chatbot, agent, or tool however you normally would.

2

Onyx Audits It

Onyx runs a structured audit across accuracy, tone, edge cases, hallucinations, safety boundaries, and brand alignment. Every issue gets flagged with context and a fix.

3

Ship with Confidence

Onyx fixes what needs fixing and explains what changed. Nothing ships until the output actually meets your standard — not just "looks good enough."

Founded 2025
Stuart, FL
AI-First Quality Assurance

How Onyx Actually Works

No black box. Every audit follows a structured, repeatable process across six dimensions.

Fact Verification

Every claim, stat, and policy reference gets cross-checked against your source material. Hallucinated facts get flagged immediately.

Edge Case Testing

Onyx throws adversarial inputs at your AI — angry customers, nonsense requests, boundary conditions — to find where it breaks.

Brand Alignment

Tone, vocabulary, personality — Onyx checks that every output sounds like your brand, not like generic AI filler.

Safety Boundaries

Medical, legal, financial — Onyx identifies when AI crosses into territory it should not and adds proper guardrails.

Escalation Paths

When AI should hand off to a human instead of guessing, Onyx makes sure that path exists and actually works.

Transparent Reporting

Every finding comes with a plain-English explanation, the exact issue, and a recommended fix. No mystery scores.

Simple, Transparent Pricing

Each "audit" covers one page, one chatbot flow, or one content piece — reviewed end-to-end across all six dimensions.

Starter
$500/mo
For teams launching their first AI-powered product and want to ship it right.
  • Up to 5 pages or flows audited monthly
  • Full quality audit report per output
  • 1 round of refinements per audit
  • Email support
Book a Free Audit
Enterprise
Custom
For organizations with complex AI stacks and high-volume needs.
  • Unlimited pages and flows
  • Custom quality frameworks
  • API access for CI/CD integration
  • Dedicated account team
  • SLA guarantees
Let's Talk
An "audit" = one page, one chatbot conversation flow, or one content piece reviewed across all six quality dimensions with a full report and actionable fixes.

Book a Free Audit

See exactly what Onyx finds in YOUR AI outputs. 30 minutes. No pitch.