Upcoming Features

ZeroTraceAI is evolving fast. Here's a look at what's coming next.

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Dropping Soon: AI Reliability Layer

The AI Reliability Layer goes beyond basic cleaning. It validates, repairs, and normalizes across formats to make your text safer, cleaner, and harder to misclassify.

Supported Formats & Capabilities

JSON

  • Fix missing/trailing commas
  • Convert single to double quotes
  • Repair invalid escape sequences
  • Balance brackets
  • Normalize non-standard numbers
  • Remove comments
  • Unicode surrogate repair

HTML

  • Tag nesting repair
  • Auto-close unclosed tags
  • Remove orphan closers
  • Attribute normalization
  • Entity normalization
  • Duplicate attribute removal
  • Event handler stripping

XML

  • Repair missing end tags
  • Namespace validation
  • Entity normalization
  • Attribute quoting
  • XML declaration fixes
  • Strict validation

Markdown

  • Heading spacing
  • List normalization
  • Code fence repair
  • Table structure fixes
  • Line break standards
  • Embedded HTML repair

Plain Text

  • Zero-width character removal
  • Whitespace normalization
  • UTF-8 validation
  • SMS GSM-7 transliteration
  • Non-breaking space handling
  • Segment optimization

Performance

  • Process up to 200k characters
  • Sub-100ms typical response time
  • Deterministic output
  • Structured fix reporting
  • Confidence scoring
  • Safety limits enforced
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Coming Soon

  • API access– integrate ZeroTraceAI directly into your workflows.
  • User accounts & dashboard– save your history and manage your cleaned text.
  • Stronger cleaning– upgraded transformations to bypass even more AI detectors.
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Planned (Next 3–6 Months)

  • Browser extension– clean text instantly wherever you write online.
  • Bulk cleaning– upload and process multiple documents at once.
  • Proof reports– see how your text performs against popular detection tools.
  • Compliance options– features tailored for GDPR/CCPA users.
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Long-Term Vision

ZeroTraceAI is on track to become the standard reliability layer for digital text — giving creators, businesses, and institutions control over how their AI-generated content is used, understood, and trusted.

Stay tuned.