AI red teaming · Independent · Evidence before conclusionsOne workflow, two business days

Special SituationsSUBROSA // OS

Software demonstration · For counsel & family offices

When your client has a lot to lose, start with what you can prove.

A threat arrives. A payment is disputed. A private recording surfaces. SUBROSA helps your team organize the evidence, check the record, and prepare a clear brief before the next costly decision.

Open-source software for professional review, designed to run locally. The online demonstration uses synthetic records. See where it helps ↓

Tooling, not a new forensic-response service. SUBROSA is a software demonstration and review workbench. Evidence acquisition, incident response and legal representation are not offered through this page. Any professional engagement requires an agreed scope and confirmed capacity.

In plain English

Think of it as an organized case binder, a record checker, and a second set of eyes—on a machine your team controls.

When the stakes get personal

What landed on your desk?

High-profile clients need counsel who can explain the record and the next step. Start with a familiar situation, not a tour of the technology.

01 / THREATS & REPUTATION

“Pay, or we release
the recording.”

A private threat. A public reputation. A decision that cannot be taken back.

See how the review helps
What SUBROSA examines

Preserved messages, recoverable fragments in supported database records, and supplied media-analysis findings.

What the review produces

A timeline, traceable citations, competing explanations, and questions for independent forensic examination.

The next decision

What needs authenticating before responding, paying, or making an allegation?

Explore the synthetic VIP case ↗
02 / DISPUTED PAYMENTS

“The wire was approved.
Now the account is frozen.”

Conflicting accounts. Scattered approvals. An urgent need to establish the sequence.

See how the review helps
What SUBROSA examines

The supplied approvals, payment dates and later conflicting report, each linked to its source.

What the review produces

An organized chronology and draft bank-review and preservation documents for counsel to adapt.

The next decision

Who had authority, what do the originals establish, and what should the bank be asked to review?

See the synthetic $5,000 wire example ↗
03 / EVERYDAY FIRM RISK

“A small mistake could
become tomorrow’s crisis.”

An unchecked wire. Missing payment terms. A matter quietly running over budget.

See how the review helps
What SUBROSA examines

Agreement terms, recorded staff mistakes, proposed actions, operational alerts and budget assumptions.

What the review produces

Review flags, precedent-based checklists and a view of how unexpected costs could change the remaining budget.

The next decision

What should be checked or corrected before the team proceeds?

Try the operational examples ↗

Illustrative scenarios, not client stories. The working demo uses synthetic records and does not establish anyone’s liability.

A simple path through a difficult file

Preserve. Understand. Decide.

Your team supplies the records. The system organizes the review. Counsel decides what the evidence means.

01 / PRESERVE

Keep the original record.

Preserve what was supplied and record where each item came from. Build a package that can be checked for later changes.

02 / UNDERSTAND

Check the competing stories.

Look at what supports each explanation, what contradicts it, and which missing facts could change the picture.

03 / DECIDE

Give counsel a useful brief.

Bring a readable summary, source references and review drafts to the conversation about what to verify or do next.

The practical value: less time reconstructing the file; more of the first meeting focused on the next decision.

A work product you can review

From a pile of records to a brief you can use.

The software can generate a practical review package. Read the summary, inspect the supporting records, and give the audit file to another examiner.

  • A plain-English executive brief
  • A chronology linked to source records
  • Favorable and adverse explanations side by side
  • A view of what changes when evidence is removed
  • Draft documents for counsel to review and adapt
  • A signed audit package to help detect later changes
Open the sample review package

Useful between emergencies, too

Protect the client.
Strengthen the practice.

The same discipline helps your team catch preventable problems in day-to-day operations.

01 / AGREEMENTS

Stronger terms.

Spot missing payment backing, unclear approval authority, one-sided terms and incomplete remedies for counsel’s review.

02 / STAFF CHECKS

Fewer repeat mistakes.

Turn recorded errors into warnings and practical checklists when similar actions are proposed.

03 / MANAGEMENT

Earlier attention.

Flag unusual activity and broken operational rules so a responsible person can investigate.

04 / MATTER COSTS

Clearer cost control.

Explore how changing costs and unexpected expenses could affect the budget before committing more resources.

An examiner can inspect the work

Let your examiner check the work.

The public sample includes an offline review kit and a claim-by-claim viewer. Every claim begins as not reviewed. Independent human review has not been performed, and accuracy on real matters is unmeasured.

Open the examiner review package ↗

Private by deployment. Clear about the limits.

Your team keeps control of the review.

Local analysis is available.

The core can run without an internet connection on an appropriately isolated machine. The public demonstration contains synthetic data. It is a showcase, not an intake channel for client records.

Important findings stay traceable.

Source references and signed audit records help another examiner check the supplied material and detect changes.

Professional judgment stays with counsel.

Records still require authentication. Analysis depends on inputs and assumptions. Signatures do not establish source truth, privilege, legal authority or admissibility.

Start with one scenario

Bring the difficult file.
See a clearer path through it.

Explore the demonstration, then discuss a private walkthrough with Joey Victorino.

Discuss a private walkthrough

Related practice: Private AI Custody Review examines a local or private AI deployment, its permissions, provenance and audit records. A software walkthrough does not establish privilege, legal authority or a client result.

Inspect the source repository ↗