Insights Articles

Summary: Managed review is more than just document review—it’s a coordinated effort between a legal review team and specialized support roles, enhanced by AI-powered analytics and structured workflows. This blog breaks down who does what and how each function contributes to a more efficient, defensible review process. 

When people think about document review, they often picture a group of attorneys reviewing documents for relevance and privilege. In reality, a well-executed managed review is far more structured and collaborative.  

Behind every efficient, defensible review is a coordinated legal review team, supported by specialized professionals and clearly defined support roles. Each function plays a distinct part in ensuring that large-scale reviews are accurate, efficient, and aligned with case strategy.  

Managed review is not simply about adding reviewers. It is about building an integrated team with layered oversight, operational discipline, and white-glove support from start to finish.

The Core Legal Review Team

At the center of any managed review engagement is the legal review team responsible for analyzing documents and applying consistent coding decisions.  

These professionals examine materials for:  

• Relevance and responsiveness
• Privilege and confidentiality
• Issue tagging and factual development
• Identification of key documents

In a managed environment, reviewers are selected based on subject-matter alignment and case complexity. They are trained on detailed review protocols and calibrated early in the process to promote consistency across the dataset.  

Structured onboarding and continuous feedback loops help maintain alignment as the review progresses. This disciplined approach reduces inconsistencies and strengthens defensibility.  

Oversight and Workflow Coordination

A defining characteristic of managed review is centralized operational oversight.

Rather than leaving coordination to ad hoc supervision, Array incorporates dedicated workflow management. This function is responsible for:  

• Scoping the review and defining milestones
• Allocating resources appropriately 
• Monitoring productivity and throughput
• Tracking timelines and budgets
• Providing regular reporting

This level of coordination ensures that the review remains on track and transparent. It also removes administrative burden from the internal team, allowing them to focus on substantive strategy rather than logistics.  

White-glove support begins here—with proactive planning, clear communication, and measurable accountability.  

Quality Control and Risk Mitigation

Accuracy is critical in document review. Managed review embeds quality control into the process rather than treating it as a final checkpoint.  

Layered review protocols may include:

• Sampling and validation testing
• Consistency audits
• Privilege verification
• Escalation pathways for complex determinations
  

These safeguards minimize risk, reduce rework, and support defensibility. By incorporating structured oversight, the legal review team operates within a framework that prioritizes precision as much as speed.  

This systematic approach distinguishes managed review from simple reviewer staffing.  

Technology and Support Roles

Modern document review depends heavily on technology. That is where specialized support roles play a critical part.  

These professionals manage the technical environment that underpins the review, including:

• Platform configuration and optimization
• Workflow design and batching strategies
• AI-powered analytics deployment and prioritization tools
• Data security and user access controls
• Troubleshooting and real-time adjustments

By aligning technology with the review strategy, support roles help eliminate inefficiencies and bottlenecks. If workflows need to shift or AI-driven analytics tools can accelerate review, these adjustments are implemented seamlessly.  

This integration between legal analysis and technical infrastructure ensures that the review process remains agile, scalable, and responsive.

Communication and Alignment

A high-functioning managed review team also includes structured communication channels.  

Clear points of contact provide:  

• Regular status updates
• Data-driven reporting
• Budget tracking insights
• Rapid escalation of substantive questions

This coordination ensures alignment between strategy and execution. It reduces confusion, streamlines decision-making, and provides visibility into progress at every stage.  

White-glove service is not only about expertise—it is about clarity, responsiveness, and trust.  

Integrated Support and Infrastructure

Effective managed review depends on a coordinated, end-to-end approach. Array provides the infrastructure, staffing, technology, and oversight needed to handle every stage of the review process.  

With all aspects integrated under one team:  

• Data moves seamlessly from processing to review
• Security and quality protocols are maintained consistently
• AI-enabled analytics tools and batching strategies are deployed efficiently
• Productions and reporting are streamlined

This unified approach eliminates gaps and ensures that review remains accurate, defensible, and on schedule. It also allows rapid scaling if data volumes increase or deadlines tighten.  

How It All Comes Together

A managed review team at Array functions as a fully coordinated unit:  

• The legal review team applies consistent document analysis and coding
• Operational oversight maintains timelines and transparency
• Quality control safeguards accuracy and defensibility
• Support roles optimize technology, including AI-driven analytics, and workflow

Each function operates within Array’s integrated framework, ensuring efficiency, accountability, and precision. This is what elevates managed review from a simple staffing solution to a full-service, end-to-end offering.  

Depth of Expertise, Delivered Seamlessly

At Array, managed review combines deep expertise, structured workflows, and advanced technology—including AI-powered analytics—to deliver a white-glove service experience. By managing every component internally—staffing, quality, technology, and reporting—Array ensures that complex document review matters are handled accurately, efficiently, and with full defensibility.  

Because effective managed review is never just about reviewing documents—it is about the entire team working behind the scenes to provide precision, reliability, and peace of mind at every stage.