§ case files · proof
Data-backed scenarios. Zero invented clients.
Five documented failure patterns. What goes wrong, what it costs, and the check that prevents it.
Yunaki is pre-launch. No client testimonials, and we won't invent them.
Every number below is from published sources: USCIS, SSA.gov, US courts,
AIC, AILA, DHS, KFF.
CF-01
The $8,000 letter
Firm uploads
Filing package
forms · evidence · fees
Yunaki processes
income vs. threshold
evidence complete?
dates agree across forms
Pre-flight report
Risk score
Deficiencies
Fix list
READY TO FILE
The situation
- A package goes out. Months later an RFE lands: something was missing or inconsistent.
- I-130 denials jumped 28.4% → 41.6% in one year. More scrutiny, more RFEs.
The cost
- 10 to 15 attorney hours: $3,000 to $8,000 per response
- 2 to 6 months of added delay
- 87-day deadline. Miss it: automatic denial, no refund
The Yunaki fix
The package is scored against known RFE patterns before filing.
Deficiencies get fixed while they cost minutes, not thousands.
When an RFE still arrives, firm memory surfaces your most similar
successful response. Real work product, not a hallucination.
sources: AILA Marketplace Study 2022 · USCIS FY2024-25 processing data · AIC Dashboard
CF-02
"123 Main St" ≠ "123 Main Street"
Firm uploads
Passport + I-94
one client · one record
Yunaki processes
extract every field
build master record
compare across all forms
Package populated
Names
Addresses
Dates
ALL FIELDS MATCH
The situation
- Five forms filed together must match perfectly: I-130, I-485, I-864, I-765, I-131.
- Agencies now cross-check filings against each other under expanded data-sharing.
The cost
- Cross-form inconsistency is a top RFE trigger
- #1 I-485 mistake: a blank field. USCIS requires "N/A"
- 45,762 EADs undeliverable in FY2023 from data-entry errors
The Yunaki fix
One master record per client. Every field is populated from it and
cross-checked before filing. Mismatches get flagged, not filed.
Blank fields are structurally impossible.
sources: USCIS filing guidance · DHS CIS Ombudsman Report 2024 · USCIS/DHS data-sharing policy 2025
CF-03
The 64% wall
Firm uploads
Medical records
+ work history · income docs
Yunaki processes
SGA income math
onset date vs. DLI
SSA forms complete?
Claim package
SSA-3368
SSA-3369
SSA-827
SCORED: STRONG
The situation
- ~2M disability claims a year. 64% denied at the initial level.
- 65% of those denials are preventable: date math, income limits, missing forms.
- Next real chance is a hearing, 1 to 2 years away.
The cost
- $1,500+/month in lost benefits per denied claimant
- 6 to 8 months for an initial decision
- With a representative: 3x approval, 316 fewer days
The Yunaki fix
Disability Pre-Flight runs the math before submission: SGA limits,
onset vs. DLI, form completeness, cross-form consistency, state DDS
rules. Output: an approval-probability score and a fix list.
sources: SSA.gov FY2025 statistics · SSA press release July 2025 · NBER/GAO representation studies
CF-04
Dismissed on arithmetic
Firm uploads
Income + credit report
20+ schedules per petition
Yunaki processes
means test math
Schedule I = Schedule J
all debts listed?
Petition
Form 122
Sched. I/J
Sched. F
RECONCILED
The situation
- 574,314 filings in 2025, up 11.5% year over year.
- 48% of Chapter 13 cases are dismissed. Thrown out, no debt relief.
The cost
- Means-test miscalculation on Form 122A/B/C
- Schedule I income that contradicts Schedule J expenses
- Credit-report debts missing from the schedules
The Yunaki fix
The means test is computed, not transcribed. Schedules are
reconciled against one master record and the credit report.
The petition gets a dismissal-risk score before it's filed.
sources: US federal courts filing statistics 2025 · Chapter 13 dismissal analyses
CF-05
The 40% intake
Firm uploads
Bills + wage records
+ First Report of Injury
Yunaki processes
injury = bills = codes
wages = employer report
state deadlines met?
Claim
CPT codes
Wages
Filing date
CONSISTENT
The situation
- 3 to 4 million claims a year. 40% of initial submissions contain errors.
- 67% of denied claims are eventually paid. The denial was mostly delay.
The cost
- Months of delay on claims that were valid
- Injury descriptions that contradict bills and codes
- No dedicated validation tool exists in the vertical
The Yunaki fix
WC Pre-Flight reconciles the claim the way an adjuster will:
injury = bills = codes, wages = employer report, state deadlines
applied deterministically. Firm memory learns each carrier's patterns.
sources: IBISWorld 2025 · Kognitos claims-error analysis · industry conversion statistics
A note for injury & MVA firms
The demand letter stays with your attorneys. It's judgment work.
Everything around it is ours: intake extraction, medical chronologies
with verified dates and amounts, deadline tracking, and demand-package
assembly with every fact checked.
Running an injury practice?
Talk to us. Early conversations shape what we build.