eDiscovery Specialist
Process and load data into review platform
What You Do Today
Deduplicate, filter, and process collected data — load into Relativity or Everlaw for review team, manage hosting and access
AI That Applies
AI-assisted processing auto-detects file types, extracts metadata, identifies near-duplicates, and suggests culling strategies
Technologies
How It Works
For process and load data into review platform, the system identifies near-duplicates. The processing layer applies the appropriate analytical models to the structured data, generating scored outputs that surface the most actionable insights. The results integrate into the practitioner's existing workflow — presenting recommendations, flags, or automated outputs alongside their normal working context.
What Changes
Processing is faster with better de-duplication and auto-classification; AI reduces the review population before human review begins
What Stays
Processing decisions — what filters to apply, how to handle exceptions — require understanding the case strategy
What To Do Next
This section won't tell you what your numbers should be. It will show you how to find them yourself. Every instruction below produces a real, verifiable result in your organization. No benchmarks, no projections — just the steps to build your own evidence.
Establish Your Baseline
Know where you are before you move
Before adopting AI tools for process and load data into review platform, understand your current state.
Without a baseline, you can't measure whether AI actually improved anything. You'll adopt tools without knowing if they're working.
Define Your Measures
What to track and how to calculate it
Time per cycle
How to calculate
Measure how long process and load data into review platform takes end-to-end today, then after AI adoption.
Why it matters
The most visible improvement is speed. If AI doesn't save time, question whether it's adding value.
Quality of output
How to calculate
Track error rates, rework frequency, or stakeholder satisfaction scores before and after.
Why it matters
Speed without quality is just faster mistakes. Measure both.
Start These Conversations
Who to talk to and what to ask
your general counsel or managing partner
“Which steps in this process are fully rule-based with no judgment required?”
They set the firm's AI adoption posture
your legal technology manager
“What's the error rate on the manual version, and what would "good enough" look like from an automated version?”
They manage the tools and can show you capabilities you don't know exist
Check Your Prerequisites
Confirm readiness before you invest
Check items as you confirm them.