Bexar County Criminal Defense
The single coherent run
Every file in a matter is read in one controlled pass, the same models and prompts on the same date, because a record stitched together over three weeks looks exactly as unreliable as it is.
A stitched-together record looks sketchy, because it is
There is a way evidence review usually happens, and it is a mess. One tool transcribes the 911 call on a Tuesday. A different tool reads three of the body-cam clips a week later when there was finally an afternoon free. The interrogation audio waits until trial prep, run through whatever was open that day. The photographs get described by hand, or not at all. By the time it reaches a courtroom, the record is a pile assembled by four methods across three weeks, and on cross it reads like one.
A defense record has to hold together. It holds together because it was built to. The Evidence Orchestrator reads every file in the matter in a single controlled run: the same AI models, the same prompts, on the same date. The nine-hour body-cam pass and the two-minute 911 call go through the identical reading.
What “one run” actually means
When the State’s evidence lands, it lands in one place. An Axon share notice arrives in the inbox, the hourly evidence sweep pulls the originals, and they go into the matter’s Drive folder under the case the Case Board already opened, deduplicated by evidence ID, file hash, Drive file ID, and matter number so nothing is read twice. The body-cam clips, the dash-cam video, the 911 audio, the interrogation recording, the scene photos: one folder, one matter, ready to be read as a set.
Then the read runs across all of it under one configuration. Google’s Gemini does the multimodal review, the prompts are the same for every file, the date is the same, and the cost cap writes a hold row rather than running unbounded. When the run finishes, the whole matter has been read the same way. That consistency is not a nicety. It is part of what makes the record citable, because a record built one way answers the question “how was this prepared” with a structure instead of a shrug.
Silence is read the same as speech
The discipline extends to the quiet. Every file gets a caption, including the files where no one says anything. A body-cam clip of an officer standing at an idling patrol car for eleven minutes gets a descriptive caption: engine idling, no audible speech, no warning given. Silence is a fact. The minutes where nothing was said, and nothing was read to your client, are part of the defense, and a record that skips them has a hole exactly where the defense lives.
So the run captions the quiet the same way it transcribes the talk, in the same pass, on the same day. The eleven silent minutes are not missing from the timeline. They are documented, captioned, and timestamped, sitting on the wall clock with everything else, and the silence-versus-interaction count becomes part of the story the record tells.
The white-hat posture, by construction
This is defense-side software, and the coherent run is how it behaves like it. Every AI action is logged to an audit table. The evidence is deduplicated so nothing is downloaded or read twice. The models, the prompts, and the date are recorded with the run, so the record can say plainly how it was made. None of that is for show. It is the difference between a reading a court can verify against the original Axon media and a reading a prosecutor can pick apart as ad hoc.
For the appointed defender, a coherent run is the closest thing to the paralegal-and-a-budget treatment a well-funded office gives every file. One pass, one method, one date, the whole matter read the same way. That is what lets the lawyer stand up and say the record is sound, because it was built to be.
The whole machine
Ten logins down to two
One subscription stands in for the stack a defense firm usually stitches together, so the practice runs on two things it already trusts: Google Workspace, where the files and matters live, and The IMC Machine, where the matter runs. LawPay and QuickBooks, the money rail, stay where they are, fed by the Machine. Casework, evidence, motions, vouchers, marketing, and events, in one place.
San Antonio and Bexar County. The Machine is built for here first. For another city, county, or region, the build-out is custom and carries its own setup fee.
