The Review Team You've Always Wanted
Imagine a review team where every reviewer is as sharp as your best senior reviewer. Where the thousandth document gets the same attention as the first. Where you can add a hundred reviewers in minutes, all of them identical in training and judgment. Where foreign language documents don’t require separate workflows or specialized teams.
That team exists. It’s ReviewPartner.
Document review has always required tradeoffs. Elite attorneys deliver quality but at prohibitive cost. Contract reviewers reduce expense but quality varies. Large teams scale but consistency suffers. Different languages require special treatment and multilingual reviewers.
ReviewPartner eliminates these tradeoffs. Our Al reviewers analyze documents with the sophistication of a senior attorney-the caliber who would command $2,000 an hour. They apply the same focus to document 100,000 as to document one. Once trained on your review protocol, hundreds of Al reviewers can work in parallel, each delivering identical judgment on every document. This is not a future capability.
We are doing this work today. ReviewPartner combines these capabilities with a rigorous, human-supervised methodology designed for legal defensibility. You define the review criteria. The Al executes at scale. Statistical validation confirms accuracy at key stages.
The result: elite-level analysis, unflagging attention, perfect consistency, unlimited scale-at a fraction of traditional cost.
Why Use AI for Document Review?
The question is no longer whether AI can handle document review. It’s whether you can afford not to use it. Today’s large language models deliver five compelling advantages that traditional human review cannot match:
Elite Intelligence
AI reviewers offer unmatched intelligence and the ability to master complex review protocols that rival even the most sophisticated senior attorneys.
Unlimited Scale
You can add hundreds of new reviewers in minutes, not days. Each immediately brings the same intelligence, attention and training as the first.
Faster Completion
AI reviewers analyze documents in seconds, compressing months into weeks. You can run 500 reviewers in parallel nonstop, beyond human limits.
Unwavering Focus
AI reviewers never get tired, distracted or just have an off day. Document 100,000 gets the same attention as document one.
Language Fluent
AI reviewers read every language natively. No translation, no document segregation, no special language teams.
Exceptional Value
AI Review cuts costs by 65% versus human review. CAL prioritization focuses on the most relevant data, often driving 90%+ savings on large matters.
This isn’t AI replacing humans. It’s about using AI to augment the judgment of senior reviewers.
What Makes ReviewPartner Unique
Our Document-Driven Review methodology refines review criteria through direct engagement with your collection—building review protocols through multiple iterative cycles until they’re tailored to both your legal requirements and the specific characteristics of your documents.
Our four-stage process transforms this approach into accurate, consistent, and defensible results. Human experts control every stage. AI provides the speed, consistency, and intelligence you need for success.
Document-Driven Definition Development
We start with an initial Review Protocol based on the specifics of your matter. The AI samples documents from across your collection, identifying obvious calls and the critical gray zone in between. It diagnoses prompt weaknesses, generates targeted questions about edge cases, and refines the protocol based on review manager input. This cycle repeats until the criteria are solid—engineered for your documents, not assumptions.
Sample Validation
Before full review, we validate accuracy on a random sample of documents. The AI provides its determination and reasoning for each; review managers audit the results. We calculate precision and recall metrics to ensure the review is meeting is objectives. Full review doesn't even begin until validation confirms the protocol works.
Document Review
Once validated, we deploy a team of identical, top-quality AI reviewers working in parallel. For large, lowrichness collections, our CAL process surfaces the most likely relevant documents first—often completing review after examining less than 20% of the collection.
Completion & Reporting
For prioritized reviews, we conduct elusion testing to verify thoroughness. For linear reviews, final validation is optional–once the prompt has been validated against the initial set. the LLM will do its job. You receive complete documentation: the final review protocol, AI reasoning for each determination and validation metrics.
Comprehensive Review Services
- Responsive Review: Identify documents responsive to discovery requests, legal issues, or investigative needs. Our AI reviewers analyze documents with the sophistication of senior attorneys and link responsive documents to one or more production/disclosure requests.
- Privilege Review: Handle complex privilege review with documented reasoning for every determination. We’ve achieved 98% accuracy on sophisticated privilege reviews—matching senior attorney performance with perfect consistency across every document.
- Specialized Review: Custom review protocols tailored to your specific needs. Identify references to specific clients, flag confidential information for redaction, extract key facts for investigation, or use visual OCR to analyze images and logos.
Integrated CAL: Reducing Review Costs Further
ReviewPartner includes an option for integrated Continuous Active Learning (CAL) algorithm that prioritizes documents by likely relevance. Instead of reviewing an entire collection, you focus on the documents most likely to matter.
Our algorithm can rank one million documents in 100 milliseconds. As the AI reviews documents, the system continuously reranks the collection, pushing the most likely relevant documents to the front of the queue. Review continues until yield drops below threshold—typically when 80-90% of relevant documents have been identified.
The result: in many cases, you complete review after examining less than 20% of the collection. You pay for
results, not volume.
Review Partner in Action
AI-powered review handles even the most demanding challenges—privilege analysis, confidential redactions, and tight deadlines. Many assume these complex determinations require manual review by experienced attorneys. These case studies show how ReviewPartner delivers accurate, defensible results—often overnight.
UK Government Privilege Review
35,000 Documents
A UK government agency faced a court-ordered deadline to return privileged documents seized in a criminal raid. The collection required careful, nuanced privilege determinations—exactly the kind of analysis many assume only human reviewers can handle. We worked with our UK partner I-Lit and the client’s barristers to refine our privilege prompts through iterative testing, then processed all 35,000 documents overnight—work that would have taken weeks of barrister time.
Result: deadline met, with final sampling revealing zero privilege errors.
Corporate Contract Dispute
Confidential Third-Party Redaction
A large international corporation faced document production demands that threatened to expose confidential information belonging to third-party customers. The review required identifying and redacting customer names and logos (including images) while also analyzing surrounding text for proprietary information that could identify those customers. We developed a custom visual and text analysis system to detect both graphical logos and contextual confidential information requiring redaction.Â
Result: more accurate identification than manual review, completed overnight.
Privilege. Redactions. Custom analysis. Responsive Review.
When accuracy matters and deadlines don’t move, ReviewPartner delivers. A smarter way to review.
Accuracy That Exceeds Human Review
Legal professionals are right to question AI review accuracy. But the question shouldn’t be whether AI is perfect—it’s whether AI review is more reliable than human review. It is.
Research shows that even expert human reviewers achieve only 65% accuracy. People get tired, lose focus, and apply inconsistent judgment as hours turn into days. The variability is systematic and unavoidable—it’s human nature. ReviewPartner eliminates this variability. Our AI reviewers bring elite-level analytical capability to every document without fatigue or distraction. Deploy one reviewer or a thousand—each applies identical rigorous standards with perfect consistency.
Our accuracy consistently exceeds 90%—surpassing human baselines while maintaining perfect uniformity across millions of documents. Hallucinations? We prevent them by using the most capable reasoning models and explicitly instructing them to base every determination solely on documents provided. The AI doesn’t “remember” or invent—it analyzes what’s before it.
The result: measurable accuracy exceeding human performance, complete consistency human teams cannot match, and documented reasoning for every determination. Not just faster and cheaper—demonstrably more accurate.