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ScamAI× TinyFish · independent concept
TF–VC–027 · captured 2026-08-30 06:57Z
Owner · authorized adjuster / SIU reviewer
Classification · fictional training context

Vehicle claim decision packet · BMW fixture

Workflow-ready. Payment decision not ready.

TinyFish acquired three official model-level sources and Reality verified their provenance and bounded support. The packet lacks the complete VIN, carrier coverage, loss facts, original media and cost documents required for a defensible approval or denial.

NOT PAYMENT-READY
Claim
TF–VC–027 · fictional
Recorded example
BMW X3 · partial pattern
TinyFish · acquire
3 Search · 3/3 Fetch
Current action
Continue intake · request evidence
White · evidenceHeavy ink rule · verifiedGray + side rule · reviewInk fill · controls
01 · Decision gate

What can be decided now

Collected + verified
Model-level context2011 BMW X3 xDrive35i · AWD · 3.0 L · 6 cylinders · 300 hp.
Missing material evidence
Vehicle + policy + lossComplete VIN, coverage, event facts, original media, estimate, invoice and carrier history.
Permitted decision
Continue intakeRequest claim-bound evidence. Do not approve, deny or label fraud from model-level public context.
02 · Evidence

Click through every completed source

NHTSA vPIC ↗

Supports the 2011 BMW X3 xDrive35i model descriptor and preserves the API's incomplete-VIN warning.

TinyFish fetched · Reality verified

NHTSA recalls ↗

Four model-year records at capture. Does not establish an open recall on this specific vehicle.

TinyFish fetched · Reality bounded

BMW North America ↗

Supports xDrive35i and 300 hp model context. Says nothing about this loss, owner or condition.

TinyFish fetched · Reality verified
03 · Completeness gate

Six claim-bound evidence groups are still required

Required evidenceFixture stateWhy the adjuster needs it
Complete VIN + carrier bindingMISSINGIdentify the insured vehicle; retrieve vehicle-specific records.
Policy + coverageMISSINGConfirm active policy, covered loss, deductible and exclusions.
Loss factsMISSINGBind claimant, date, time, location and signed narrative to the claim.
Original mediaNOT ANALYZEDRun Reality integrity checks on exact bytes, metadata or controlled recapture.
Estimate + invoicesNOT ANALYZEDReconcile damage scope, parts, labor and authorized PDF integrity.
Carrier historyADAPTER NOT RUNCheck lawful first-party policy, repair and prior-claim records.
04 · Disposition

One supported action; three unsupported outcomes

Supported now · continue intake

  1. Request the six missing evidence groups listed above.
  2. Run the complete VIN only inside the authorized carrier workflow.
  3. Route original media and PDFs to Reality when supplied.

Not supported now

  • Approve payment.
  • Deny coverage or label fraud.
  • Infer vehicle identity, damage or ownership from public model context.
Scope and truth boundary. The partial pattern is an NHTSA training example, not a complete vehicle or claim VIN. TinyFish acquisition and deterministic Reality evidence verification were recorded. A production Reality vehicle-authenticity detector, carrier adapter, TinyFish Agent and Browser were not run. Verification does not guarantee source completeness or decide the claim.
DECISION READINESS · JSON · CONTEXT RECEIPT · a16c324d0092af629af206ff764f1ef0db7b9801ab6f9c973c089f4a7f8affb3 · JSON · SELECTION AUDIT · JSON
ScamAI× TinyFish · independent concept
GENERIC CONTRACT · ANY MAKE / MODEL
BMW X3 · ONE RECORDED INPUT
DECISION OWNER · AUTHORIZED ADJUSTER

Reusable vehicle review contract

Acquire context. Verify support. Gate the decision.

The same packet contract works for another make, model and claim. TinyFish acquires public evidence; Reality verifies what it supports and tests authorized files; carrier systems supply private policy truth; the adjuster owns the outcome.

HUMAN-OWNED
05 · Generic pipeline

No BMW-specific branch

01 · Claim packetVIN · vehicle · policy · loss · media · costs
02 · TinyFishSearch approved public sources; Fetch selected evidence.
03 · RealityVerify provenance, support, conflicts and file integrity.
04 · AdjusterResolve the completeness gate and record the decision.
06 · Decision packet

What the final reviewer must receive

Packet blockSystem ownerRequired output
Vehicle identityCARRIER + TINYFISHFull VIN binding; OEM/NHTSA context; conflicts and source links.
CoverageCARRIER SYSTEMPolicy state, covered event, deductible, exclusions and authority.
LossCLAIM PACKETWho, what, when, where; signed account; structured conflicts.
Media integrityREALITYExact-file receipts, bounded signals, limitations and recapture route.
Damage + costsREALITY + CARRIEREstimate/invoice reconciliation, repair scope and PDF integrity.
HistoryAUTHORIZED ADAPTERSPrior claims/repairs with lawful source, entity binding and no-hit boundary.
07 · Media route

Reality answers the exact file question

Fully synthetic

Bounded generation signal; request controlled recapture or original capture evidence.

Edited original

Localized change on claimant media; inspect the region and obtain the original.

Reused public source

Permitted lineage evidence; require a claim-bound original. Web no-hit proves nothing.

08 · Final human decision

Only decide from completed, cited gates

Allowed outcomes

  • Continue ordinary review or request missing evidence.
  • Request controlled recapture.
  • Escalate to SIU/legal with a cited reason.
  • Approve or deny under carrier policy with a human-authored rationale.

Non-negotiable boundary

No automatic fraud, payment or adverse decision. A public search no-hit is neither exculpatory nor adverse. Every material conclusion must cite a claim-bound source or authorized model receipt and retain a correction/appeal route.

09 · Held-out regression

A Kia packet proves the contract is not BMW-specific

Blind inputFictional claim controls, two images and one estimate PDF.
Public plan4 Search · 4 Fetch contract receipts; no BMW fixture read.
Private boundaryComplete VIN stayed inside the carrier fixture and never entered open-web work.
Truthful handoffPDF checks ran; image adapter unavailable; request recapture and issuer confirmation.
Regression boundary. This deterministic held-out contract replay used captured public evidence and is not represented as a new live TinyFish call. The unavailable production image model remains unresolved, never silently passed.
GENERAL RUNNER · PY · BMW INPUT FIXTURE · JSON · HELD-OUT KIA SUMMARY · JSON · DECISION READINESS · JSON · MEDIA ROUTING · JSON