DWG.001 · LAW-FIRM AUTOMATION · DETERMINISTIC| PILOTS OPEN
Automation that neverguesses your cases.
Yunaki automates intake, forms, and filings for law firms.
Facts, fees, and deadlines come from a deterministic engine.
Language models draft. They never decide.
SSDI initial denials: 64% (FY 2025)I-130 denials: 28.4% → 41.6% in one year48% of Chapter 13 filings dismissedworkers comp: 40% initial claim error rateone immigration RFE = $3,000 to $8,000 attorney time$262B in healthcare claims denied annually65% of SSDI denials are preventableLLMs wrong on immigration facts ~35% of the timemissed RFE deadline = automatic denial, no refundSSDI initial denials: 64% (FY 2025)I-130 denials: 28.4% → 41.6% in one year48% of Chapter 13 filings dismissedworkers comp: 40% initial claim error rateone immigration RFE = $3,000 to $8,000 attorney time$262B in healthcare claims denied annually65% of SSDI denials are preventableLLMs wrong on immigration facts ~35% of the timemissed RFE deadline = automatic denial, no refund
§01 · the problem
Legal paperwork fails at industrial scale.
The same client data is retyped into 5 to 15 forms. No tool checks that it matches.
When an attorney leaves, the knowledge of what worked leaves too.
Most errors are deterministic: wrong edition, bad math, mismatched dates.
64%
SSDI claims denied at initial level (FY 2025)
48%
Chapter 13 filings dismissed outright
$3-8K
attorney cost of one immigration RFE
sources: SSA.gov FY2025 · US courts 2025 · AILA / USCIS.
most of it is preventable.
§02 · how it works
Upload the documents. The engine does the rest.
Watch it run: a passport goes in, validated forms come out.
Firm uploads
Passport
+ I-94 · pay stubs · prior filings
Yunaki processes
extract every field
verify fees + form editions
cross-check names + dates
Forms populated
I-130
I-485
I-864
VALIDATED
Fig. 1 · The Yunaki loop. Deterministic extraction, one master
record, every field cross-checked before filing. Each outcome feeds back
into firm memory.
ON EVERY CASE
Memory recalls what worked. Forms are populated and cross-checked before filing.
ON EVERY OUTCOME
Approvals reinforce patterns. RFEs update checklists. Denials flag failure modes.