PROSECUTION INTELLIGENCE
Cypher-GAVEL
Brady violations made structurally impossible. Defense attorney intelligence from the moment they file appearance. ACI conviction pattern analysis across the circuit. Every exhibit Daubert-credentialed before it enters the courtroom.
THE PROBLEM
Brady violations do not happen because prosecutors are careless. They happen because the system has no structural floor.
A Brady violation requires only two things: exculpatory material that exists, and a disclosure that did not happen. The material does not need to be hidden. It can be buried in 40,000 pages of discovery, flagged by a paralegal on a sticky note, or surfaced by an AI tool with no audit trail proving when it was found.
The defense bar has profiled prosecutors for decades. Every well-funded defense firm maintains files on prosecutors: trial tendencies, plea patterns, charging preferences. They study your team before they know which ADA is assigned. Prosecutors have nothing equivalent on defense attorneys. Until now.
The November 2025 Federal Advisory Committee ruling means AI-generated findings used at trial must meet Daubert standards. Prosecutors using AI analysis tools with no verifiable methodology, no disclosed error rate, and no cryptographic link to source evidence are walking into reversible error on every verdict.
Five intelligence modules. One compounding engine.
GAVEL is powered by STRATEGOS, the adversary intelligence engine that makes every case more informed than the last.
Defense Attorney Intelligence Module
The moment opposing counsel files a Notice of Appearance, DAIM generates a complete adversary intelligence profile from 100% public court records. Career win rates by judge and jurisdiction, motion playbook with success rates, expert witness network, timeline patterns, predicted motion sequence with probability percentages, and recommended countermeasures, all before the first filing.
Outcome and Risk Analysis Engine
Statistical conviction probability for every pending case, calculated against 500,000+ comparable cases. Vulnerability map of the top attack vectors with probability percentages. Evidence gap analysis showing exactly what additional evidence would move the conviction probability and by how much. Every ORACLE output carries a Verifiable Credential with the historical accuracy rate for this prediction type in this jurisdiction.
Recidivism Index
When a case is lost, RECIDEX creates a permanent intelligence file: what failed, which motion succeeded, what evidence was excluded, what the defense strategy was. If the defendant is arrested again anywhere in the network, the new prosecution team receives a complete briefing before arraignment. Cross-jurisdiction. Automatic.
Similar Case Outcome Network
For any pending case, NEXUS surfaces outcomes from comparable cases across the network. What plea terms resolved similar cases. What conviction percentages look like when this evidence profile goes to trial. Resource allocation intelligence based on what the data says about this defendant's risk profile post-acquittal. Internal only, never court evidence.
Evidence Verification Loop
Connects GAVEL to Cypher-IronMark's LedgerLock evidence chain. When physical evidence was collected with IronMark verification, suppression motions succeed 1.8% of the time, down from 22.1% without verification. DAIM tracks this in real time: when the defense attorney's primary weapon fails, GAVEL predicts their strategic pivot.
THE COMPOUNDING MOAT
Every case processed through GAVEL makes every future GAVEL case more accurate. A competitor entering the market three years after GAVEL has deployed must overcome not just the technology, but millions of cases of institutional intelligence that took years to build. This cannot be bought. It can only be built. And only the first mover builds it.
Structural Brady Floor
Brady compliance is not a checklist. Every piece of evidence is analyzed against Brady and Giglio obligations from intake. Exculpatory material is flagged the moment it enters the system. Cascading alerts at 14 days, 7 days, and 48 hours before every deadline.
Defense Attorney Profiling (DAIM)
Notice of Appearance triggers a complete adversary profile: motion history, win rates by judge, predicted filing timeline, recommended countermeasures. Defense bar has profiled prosecutors for decades. DAIM inverts the advantage.
ACI Conviction Pattern Intelligence
What evidence combinations closed cases like this one in this circuit? What did not? What is this defendant's attorney's success rate before the assigned judge? GAVEL surfaces that intelligence before trial preparation begins.
Daubert-Credentialed Exhibits
Every exhibit receives a Verifiable Credential answering all four Daubert factors: testable methodology, known error rate, peer-reviewable process, general acceptance. Defense counsel can verify methodology without contacting CypherMission.
Plea Calibration Intelligence
What terms does this specific attorney historically accept? When in the case timeline? What does the assigned judge historically approve? GAVEL produces a structured plea strategy brief before the first negotiation.
Witness Intelligence
Prosecution and defense witnesses tracked as first-class entities. Giglio material flagged per witness. Defense attorney's cross-examination history with this witness type surfaced automatically before testimony preparation.
Multi-Defendant Sequencing
Cooperation probability scored for each co-defendant. Optimal approach sequence generated with dynamic recomputation after each cooperation agreement. Bruton confrontation clause issues detected at case intake.
Judicial Behavior Intelligence
On case assignment, GAVEL delivers a complete judicial profile: ruling patterns by motion type, sentencing tendencies vs. guidelines, courtroom preferences, appellate reversal record, and how this judge has historically ruled when this specific defense attorney appears.
Is DAIM legal? Is profiling defense attorneys ethical?
Every data point in DAIM comes from publicly accessible court records, the same records any citizen, journalist, or defense team could access manually. Defense attorneys have profiled prosecutors this way for decades. DAIM automates the mirror image using exclusively public data. It does not surveil attorneys, intercept communications, or access privileged information. It reads public filings and builds structured intelligence from what is already in the public record.
How does GAVEL make Brady violations "structurally impossible"?
Standard Brady compliance depends on investigators and ADAs recognizing and disclosing exculpatory material. GAVEL removes the dependency on recognition. Every piece of evidence is analyzed against Brady and Giglio obligations from the moment it enters the system. Exculpatory flags are generated by ACI. They do not require anyone to identify them. Disclosure deadlines are tracked automatically. The structural floor eliminates the gap where Brady violations actually occur: material that existed but was not surfaced, and deadlines that passed without notice.
What happens when a defense attorney challenges GAVEL's AI analysis under Daubert?
Every GAVEL output carries a Verifiable Credential with: the ACI model version hash, the analyzed evidence hash, the threshold signature from 19 of 25 independent nodes, the confidence score, and the historical accuracy rate for this analysis type in this jurisdiction. All four Daubert factors are documented in the credential. Defense counsel can verify the credential without contacting CypherMission. The methodology is not a black box, it is a machine-readable proof.
Does GAVEL integrate with Cypher-IronMark?
Yes. When physical evidence was collected through IronMark's LedgerLock system, the chain of custody credential transfers directly into GAVEL's evidence layer. The Verifiable Credential from the scene becomes the exhibit credential in the courtroom, no re-credentialing, no gap. IRONWALL tracks the differential in real time: suppression success against IronMark-verified evidence is 1.8% across the network.