AI Similarity Removal

Ethical Human Refinement for AI-Flagged Academic Content

Sona Thesis Consultancy provides AI Similarity Removal services to help researchers, students, and faculty refine AI-flagged academic content through ethical, human-led editorial correction.

This service is designed for situations where AI-generated or AI-assisted drafts are flagged by journals, universities, or internal screening tools and require human academic refinement, not replacement of authorship.

What AI Similarity Removal Means at STC

At STC, AI similarity removal does NOT mean bypassing AI detectors.

It means:

• Human rewriting of AI-patterned sentences
• Improving academic tone, logic, and originality
• Removing repetitive or machine-like phrasing
• Converting generic AI language into discipline-specific scholarly writing
• Ensuring the author remains the intellectual owner

✔ No impersonation
✔ No content laundering
✔ No “undetectable AI” claims

This is editorial humanisation, not deception.

Why AI Similarity Flags Occur

AI detectors typically flag content due to:

• Uniform sentence length
• Predictable phrasing patterns
• Over-generic academic language
• Lack of authorial voice
• Excessive AI-assisted drafting

Such flags do not automatically mean misconduct, but journals increasingly demand human refinement before acceptance.

STC’s Human-Centric AI Refinement Protocol

1. Human Sentence Reconstruction

• Each AI-flagged sentence is rewritten manually
• Natural academic variability is introduced
• Discipline-specific phrasing is restored

2. Authorial Voice Restoration

• Content is aligned with the author’s academic level
• Removes robotic tone
• Improves clarity, reasoning, and scholarly flow

3. Concept Integrity Preservation

No change to:

• Research objectives
• Data
• Results
• Conclusions

The intellectual contribution remains unchanged.

4. Citation & Structure Safeguarding

• Original references are preserved
• APA / Vancouver formats maintained
• No fabricated or altered citations

What This Service Is NOT

❌ Not ghostwriting
❌ Not rewriting entire work from scratch
❌ Not AI detector bypassing
❌ Not “guaranteed zero AI score” manipulation
❌ Not authorship replacement

We refine expression, not ownership.

Documents Suitable for AI Similarity Removal

• Thesis drafts prepared using AI assistance
• Research manuscripts flagged during journal screening
• Review articles with AI-assisted language
• Synopses and proposals
• Conference papers
• Academic reports

Expected Outcomes

After ethical human refinement, content typically shows:

• Reduced AI similarity indicators
• Improved academic naturalness
• Clear authorial tone
• Better acceptance in editorial screening

⚠️ We do not promise specific detector percentages, as AI tools vary and evolve.
We focus on human academic quality, which journals value most.

Compatibility with AI Screening Tools

Our refinement supports content evaluated using:

• Turnitin AI detection
• iThenticate AI indicators
• Journal proprietary AI checks
  (Interpretation guidance provided when reports are shared)

Who Should Use This Service?

• Students whose drafts were flagged for AI similarity
• Authors asked by journals to “human-edit” AI-assisted manuscripts
• Researchers using AI for first drafts who need ethical refinement
• Institutions requiring AI-policy-compliant submissions

Why Choose Sona Thesis Consultancy?

✔ Human-only academic editing
✔ Medical & life-science domain experts
✔ Ethical, author-retained refinement
✔ No deceptive practices
✔ Aligned with journal & university AI policies
✔ Transparent workflow

How to Get Started

1. Share your document (Word / PDF)

2. Mention:

   • Journal or university requirements

   • AI similarity concern (if any report is available)

3. Receive:

   • Feasibility assessment

   • Human refinement plan

   • Timeline and quotation

📩 Contact Sona Thesis Consultancy for ethical AI similarity refinement support.