Skip to content
Vraimony
Case study — documented internal corpus

Five documented cases.
No invented customer wins. One honest weak case included.

This page no longer claims external customer outcomes that are not yet publicly documented. Instead, it shows the documented internal corpus built from Vraimony's bundled example records and packaging logic. That is stronger than empty marketing and safer than fabricated proof.

5 documented internal runs4 structurally strong1 weak case surfaced honestlyNo fabricated live wins
Aggregate structural results

What changed across the documented internal corpus.

100m→12.4m
Avg compile time
2.0→0.2
Avg reviewer follow-ups
4/5
Structurally strong after packaging
1/5
Weak evidence surfaced, not hidden
Interpretation: this proves a repeatable packaging method and a measurable reduction in reviewer friction inside the corpus. It does not yet prove external win-rate or market adoption.
Fault view

The next improvement is not more stories — it is fault-labelled proof.

Each documented case should eventually be tagged by the dominant fault pattern so the platform can prove not only that packaging helped, but which fault was repaired and how reviewer friction changed after repair.

F01 Timeline FractureF04 Evidence ScatterF06 Policy MismatchF09 Missing Ask
What this proves already

The product has a real decision object, not just a narrative.

Compile time drops

The documented corpus repeatedly shows the same pattern: less time spent gathering, renaming, and re-explaining evidence.

Follow-up burden drops

Structured asks, timelines, and bundle order reduce the amount of reactive reviewer clarification.

Weak cases become visible early

A bad case stays bad. Vraimony's value is making that visible before the team wastes the response window.

Detailed records

Five internal cases documented honestly.

Case 1 — Woo DNR with signed PODStructurally strong

Order delivered with DHL signature. The original file had no visible timestamp and no explicit ask. Packaging reduced compile time from 95 to 12 minutes and follow-ups from 2 to 0.

Case 2 — Woo SNAD / archived listing gapStructurally strong

The item matched the listing, but the archived listing and pre-dispatch photo were not linked to the response. Packaging reduced compile time from 120 to 14 minutes and follow-ups from 2 to 0.

Case 3 — Friendly-fraud contradictionStructurally strong

The customer contacted support after delivery, which contradicted the later non-receipt claim. The contradiction was present in the raw file but not surfaced. Packaging reduced compile time from 85 to 10 minutes and follow-ups from 1 to 0.

Case 4 — Invoice scope disagreementReview-ready

The signed scope, phase approvals, and final invoice already existed but were scattered. Packaging reduced compile time from 140 to 18 minutes and follow-ups from 3 to 0.

Case 5 — Missing delivery proofStructurally weak

Carrier proof of delivery never existed. Packaging still reduced compile time from 60 to 8 minutes, but follow-ups only moved from 2 to 1 because the evidence gap was real. This is the most important case because it proves the product does not hide weakness.

Next step

Internal proof is now present. External proof is the next layer.

The right sequence now is: documented internal corpus → live-case program → external published outcomes with permission. That is a stronger trust path than jumping straight to fake market proof.