Conventional review was built for the defense's production obligation — process everything, produce what's responsive. Plaintiff's counsel has a different job: prove facts. Unconventional Review is the methodology built for that, and the platform that runs it the day production lands.
A weaker party doesn't win by matching the stronger party's strength. It wins by rendering that strength irrelevant — moving faster, and with a precision the adversary's doctrine was never built to defend against.
The defense commands the resources: review teams, litigation support, and the capacity to absorb a long fight. Their doctrine depends on time and volume — on the months it takes opposing counsel to organize a production, during which the defense prepares its witnesses and sets the narrative.
Crivella breaks that timeline. Grounded AI deployed at the moment of production changes what plaintiff's counsel can do, and when. The adversary's strength stops mattering once you are no longer fighting where they are strong.
"The side that understands the documents first controls the pace, the narrative, and the outcome. Speed is not a convenience. It is the weapon."
Conventional
Receive production → months of linear review → defense prepares witnesses → narrative set before counsel knows what the record says.
Unconventional Review
Production received → intelligence deployed immediately → key documents surfaced, early motions filed → witnesses deposed before they're prepared, defense forced into a posture it can't escape.
AI that hallucinates is a liability. AI grounded in a curated, cited, reliability-graded body of material is a weapon. Unconventional Review runs in three moves: legal theory drives collection; grounded AI identifies and annotates with citations; a small expert team validates and acts. The Crivella platform — built on patents US 6,883,008 (2001) and US 7,779,007 (2007), two decades ahead of retrieval-augmented generation — makes it possible at the speed the matter demands. Every finding traces to a specific document. Every citation is verifiable. Every output is defensible.
The same work-product set that supports plaintiff fact sheets at MDL scale, deposition prep, Daubert defense, and intake screening — sequenced to put the defense on its heels and keep it there.
The moment a production lands, we ingest it, run it through the content identification engine, and surface the documents most significant to the claims — in days, not months. The OODA loop cycles faster than opposing counsel can track. That speed is the advantage.
The first party to extract the most damaging documents and deploy them in motion practice sets the narrative. We surface the evidence for early dispositive and evidentiary motions before defense counsel has finished its own review — and put the other side on defense.
Witnesses deposed early have not been prepared against their own documents. We identify the documents most likely to produce admissions, build the examination around them, and prepare counsel to deploy them. The window is real. It closes. We help counsel move through it.
Early motions force response. Early depositions secure admissions. Admissions constrain the defense. Sustain the posture and early trial becomes viable, or settlement becomes compelled — not from attrition, but from demonstrated strength.
The attorney who knows the case drives the strategy. Grounded AI extends the reach of that knowledge — surfacing patterns across hundreds of thousands of documents and keeping continuous watch over the production record, so no significant document, gap, or inconsistency escapes notice.
The standard for reliability is absolute. Every output traces to a specific produced document; every citation is verifiable. The system does not infer, generalize, or hallucinate — it reasons strictly from the documents that exist. That is the foundational requirement for any AI trusted in a courtroom.
New productions watched on arrival. Documents bearing on pending depositions and open motions flagged immediately — not after a review cycle.
Correspondence produced as "sent" in one file is cross-checked against expected receipt in the others. Gaps surface before a deposition, not after.
When a production lands after a witness was deposed, the platform flags every document bearing on that testimony that wasn't available at the time.
Duplicate identification, near-duplicate grouping, and cross-custodian threading — every decision made against a complete, accurate view of the universe.
Speed without accuracy is noise. Accuracy without speed is too late. The platform delivers both — proven across more than 80 of the largest pharmaceutical, toxic tort, and product liability litigations in modern legal history, representing roughly 400,000 to 500,000 claimants. Unconventional Review leaves nothing behind: every significant document found, understood, and deployed at the right moment.
Rule 26 Technical Advisory defines what enters the case. Document Intelligence deploys it. These aren't two services — they're sequential stages of one system, built around the plaintiff's proof obligation. A document missed at Rule 26 might as well not exist. A document in hand but not understood might as well not have been produced. Only the complete system closes both gaps.
Stage One
Rule 26 Technical Advisory →
Ensure the right documents enter the case.
Stage Two · You Are Here
Litigation Document Intelligence
Deploy those documents to win.
Every engagement begins with a confidential conversation. Tell us where you are in the case, what has been produced, and where you need to be in thirty, sixty, and ninety days. We'll tell you exactly what is possible.