Forensic Data Audits & Sequence Discovery for FCRA, FDCPA, Metro 2®, and Debt-Buyer Litigation
I surface deeper structural, procedural, and reporting defects in files that appear clean on first pass but fail to reconcile under forensic review.

Built from the Inside
I spent 9 years on the collection-agency side and 2 years in litigation support and collections as a non-attorney before shifting to help consumers. From my time inside collections, it was already clear that broad, template-driven approaches often do not go deep enough into the underlying records. That became even more obvious during the last 5 years where I spent in the credit restoration and business funding space.
My specialty has always been the forensic file mechanics.
Over time, I built a structured 1,244-issue pattern library around recurring breakdowns in debt-buyer, credit reporting, and judgment-related files — including Metro 2® subfield conflicts, payment-history grid errors, charged-off/active contradictions, post-dispute behavior issues, suppressed tradelines, manipulated DOFD/DLA logic, zombie-debt patterns, deletion triggers, structural reporting failures, and related FCRA/FDCPA defects.
This is not generic dispute work. It is factual forensic file review designed for attorney review.
What I Do
I provide Structured Forensic File Review for attorneys handling debt-buyer, FCRA, FDCPA, Metro 2®, and judgment-related matters.
I do not provide legal advice. I do not determine legal rights. I do not recommend legal strategy.
I audit the file mechanics underneath the legal issues:
• sequence
• chronology
• account-level support
• reporting consistency
• transfer logic
• internal contradictions
• structural and procedural defects
My role is to surface the buried issues inside the record so counsel can decide what matters legally.
What I Look For: 1,244+ Points of Forensic Failure
I do not just look for typos. I identify systemic logic failures, structural defects, procedural defects, and Metro 2® contradictions that may show a file does not reconcile cleanly underneath.
Metro 2® Subfield Internal Conflicts
I identify where fields fight each other, including:
• account marked closed in one place but open in another
• charged-off status paired with active payment or activity fields
• inconsistent use of DOFD, Date Closed, or Date of Last Activity
• mismatches between status, balance, and payment obligations
Payment History Grid Logic Errors
I audit the monthly grid for chronology failures and physical impossibilities, including:
• “OK” markers after charge-off
• illogical 30-60-90 progressions
• missing derogatory progression despite severe status
• gaps or abrupt resets that do not reconcile with the rest of the file
Structural Reporting Failures
I flag records that may look complete on first pass but break at the deeper data level, including:
• missing or inconsistently reconciled key fields
• contradictory dates, balances, or account types
• status not supported by the surrounding sequence
• reporting structures that do not line up with the claimed account history
Procedural and Post-Dispute Issues
I track patterns involving:
• reinsertion without corresponding notice
• post-dispute updates that do not reconcile cleanly
• dispute flags removed or left stale in conflicting ways
• reporting changes that appear unsupported by the surrounding record
Debt-Buyer / Chain-of-Title Fractures
I review the transfer and support sequence for:
• missing Schedule A / account manifest support
• incomplete assignment logic
• broken ownership sequence
• account-level records that do not clearly bridge to the claimed balance or identity
Cross-Bureau Reconciliation Gaps
I compare whether the same account is being represented consistently across bureaus, including:
• different high balances
• different dates opened
• different account types
• different derogatory timelines
• missing or inconsistent data from one bureau to another
Identifier and Verification Problems
I flag where verification may be weakened by:
• masked or incomplete account identifiers
• inconsistent personal identifiers
• incomplete disclosure fields
• missing account-level support tied to the person or balance being claimed
Zombie Debt / Timeline Manipulation Patterns
I look for deeper timeline and re-aging issues, including:
• DOFD inconsistencies
• old debt resurfacing under altered presentation
• continuity problems after transfer or deletion
• chronology that may not hold together under deeper review
What This Means in Practice
I focus on files that appear clean on first pass but may not hold together underneath.
That includes files where:
• the paper trail looks complete until the sequence is tested
• the reporting looks normal until the fields are reconciled together
• the balance looks supported until the transfer or chronology is reviewed
• the dispute response looks routine until the record is checked for deeper contradictions
I am not just looking for “errors.”
I am looking for failures of reconciliation.
Who This Is For
• Consumer rights attorneys looking for deeper FCRA / FDCPA / Metro 2® issue spotting
• Debt-defense firms challenging clean-looking debt-buyer records
• Plaintiff firms screening files for stronger reporting, chronology, or procedural defects
• Attorneys handling judgment-related matters where the underlying file support and reporting logic matter
Deliverables for Counsel
Every review results in a structured, attorney-facing work product that may include:
1. Issue Spotting
factual observations mapped to reporting, chronology, and support problems
2. Chronology Notes
where the timeline appears broken, unsupported, or inconsistently reconciled
3. Structural / Procedural Defect Review
where the file may fail at the mechanics level even if it appears clean on first pass
4. Metro 2® / Reporting Contradiction Review
where subfields, status, grid history, balance, dates, or account logic may not line up
5. Missing Support / Sequence Checklist
records or steps that appear absent, incomplete, or unsupported
6. Questions for Attorney Review
focused follow-up questions based on the record as provided
Why I Am Different
Most first-pass reviews are designed to move quickly.
Mine is different.
I came from the collection side and litigation-support side, so I built this work around how these files actually break in the real world — not how they look in a clean manual.
Attorneys know the law.
They know claims, damages, procedure, and strategy.
What I do is different. I help with a factual forensic audit to surface the underlying structural, procedural, chronology, reporting problems, sequence gaps, missing support, contradictory records, reporting inconsistencies and the kinds of breakdowns that are easy to miss, faster and In a more organized way.
especially, when a file looks too clean, Underlying issues are hidden deeply or time is tight
Pilot Offer
I am currently offering a complimentary forensic review on 1–2 files for qualified firms so you can see whether the underlying record fully reconciles the way it appears to.
Your team already knows how to evaluate cases and apply the law. This is not about replacing that. It’s about adding a second layer of review at the file-mechanics level.
Scope & Disclaimer
This service is a factual document review and pattern-recognition service only. I am not a law firm and do not provide legal advice, determine legal rights, or recommend legal strategy. Any findings are intended solely for review and verification by licensed counsel.