Demos coming soon.

The run

Material

A 44-page public Ohio BCI prosecutor summary.

Task

Answer one bounded trial-prep question from the report alone.

Setup

Locally hosted model, no internet connection, no external API.

Result

Cited answer in 3 minutes and 25 seconds.

On the record

• 44-page public BCI prosecutor summary

  The public source record.

• The prompt

  Bounded to the attached report and a hypothetical question.

• The model answer

  Preserved as returned.

• The citation check

  Verifies the cited support and records the issue the model missed.

• The typewriter's output

  The other machine in the race.

Limits

• A counterfactual exercise on a public record, not trial strategy or charging guidance.
• One bounded run, not a claim about every report.
• The citation check caught an issue the model missed.

The run

Material

A 162-page public Ohio BCI critical-incident report.

Task

Write the first case note from the document alone.

Setup

Locally hosted model, no internet connection, no external API.

Result

A scannable intake note in under six minutes.

On the record

• 162-page public BCI report

  The public source record.

• The prompt

  Source-only, no guessing, no legal conclusions.

• The model answer

  The intake note as returned.

• The source check

  Load-bearing facts checked against the PDF by page reference.

Limits

• One run on one public report — not a performance claim about every long file.
• The source check covered load-bearing facts, not every sentence.
• No conclusions about fault, guilt, justification, policy compliance, or charging.

The run

Material

A 19-page public Ohio BCI case PDF.

Task

Basic orientation questions: identify the document, the agencies, and the sequence of events.

Setup

A laptop in a remote field setting, no internet connection.

Result

A one-page session record with prompts and answers.

On the record

• Public case PDF

  The public source record.

• The session record

  Prompts and answers, one page.

Limits

• Basic retrieval on one file, not a field-deployment claim.
• No separate source check is published for this run.
• Not a model comparison and not a benchmark.

The run

Material

Three public-record PDFs, including an Akron/BCI scene-processing report and an Avon PD investigative report.

Task

Turn each file into a first-pass intake brief.

Setup

Onsite, no internet connection, no external API.

Result

Three briefs, returned as the model wrote them and published as one PDF, with one brief redacted in full for publication.

On the record

• Akron / BCI scene-processing report

  Public source record, first of three.

• Avon PD investigative report

  Public source record, third of three.

• The returned briefs

  The briefs as the model returned them.

Limits

• A small run, one file at a time.
• First-pass orientation only; review decisions stay with the reviewer.
• No security, compliance, or CJIS claims.