Price per document is falling. Here is what that changes about how you buy managed document review.
For twenty years, managed document review was priced the way it was delivered: a reviewer, an hour, a rate. If you needed two million documents looked at, you multiplied.
That math is breaking. AI-assisted review has cut the number of human hours a matter needs, sometimes by half, sometimes by more. We are seeing it with our own partners: some have started using AI review platforms in their workflow and now need far less first-pass manual review. They did not find a cheaper provider. The work itself changed.
We think that is the right call. We also think it exposes something buyers have been paying for without noticing: headcount, when what they wanted was an outcome.
What you were buying
Ask a legal operations lead what they bought from a review vendor last year and the honest answer is usually “hours.” Reviewer hours, QC hours, project management hours, overage hours when the population grew.
None of those are the thing the matter needed. The matter needed a defensible reviewed population, a privilege log that holds up, a notification list that is accurate on the day the regulator asks for it, or a production set that goes out the door on time.
When the unit of pricing is the hour, every one of those outcomes is the buyer’s risk to manage. When the population grows, you pay more. If quality slips, you pay to fix it. When the vendor cannot scale, you pay a second vendor.
What you should be buying: managed document review outcomes
We describe LDM Global’s managed document review as a managed outcome service, and we use that phrase carefully, because it is not a slogan. It means three things you can verify.
Quality that is measured, not asserted. Every project runs on overturn rates and QC sampling that our operations team tracks on live dashboards and feeds back to reviewers daily. If a vendor cannot show you their overturn rate, they are asking you to trust an adjective.
Scale that is real. We run 1500 reviewers across Northern India and can add 250 in a week. Follow-the-sun coverage means a production that is due Monday morning in New York is being worked on Sunday afternoon in India, with no overtime line on your invoice.
Tenure you cannot buy. Our project managers have been with LDM for 7 to 15 years. In a role with one of the highest burnout rates in legal services, that is unusual, and it is the reason a project that goes sideways at 4 p.m. on a Friday gets fixed by someone who has already seen that exact failure.
All of that sits inside ISO 27001, SOC 2, and HIPAA controls, at 65 to 70 percent below the cost of equivalent U.S. resources.
The contract model that ends overages
The other change worth making is how the work is contracted.
Most review is still bought project by project. Every matter is a new scope, a new rate card, a new negotiation, and a new set of overage terms. It is exhausting for the buyer and it keeps the provider in fire-fighting mode.
The model we are discussing with clients now replaces that with a single annual commitment, amortized over twelve months, split into buckets by service line: managed review, eDiscovery, and breach response. When one bucket runs low and another has room, the capacity converts between them rather than turning into an overage invoice. You get one predictable number. We get a relationship that starts before the emergency, which is when we can actually do our best work.
This is how large corporate legal departments have bought from the biggest providers for years. There is no reason a $500K program should not have the same predictability as a $5M one.
Where to start with a managed document review provider
If you are evaluating review or eDiscovery providers this quarter, three questions will tell you most of what you need to know:
- What is your overturn rate, and will you report it to me on every project?
- How many reviewers can you add in one week, and who has done it?
- What does the contract look like if I commit to a year instead of a matter?
We are happy to answer all three. Talk to us.
Managed document review: frequently asked questions
What is a managed outcome in document review?
A managed outcome is a defined deliverable, such as a reviewed and coded document population, a privilege log, a notification list, or a production set, delivered to an agreed quality standard and deadline. The provider owns the staffing, quality control, and scaling needed to produce it, rather than billing the buyer for hours.
Is offshore document review defensible?
Yes, when the provider operates under recognized security controls (ISO 27001, SOC 2, HIPAA), measures quality with overturn rates and QC sampling, and works under the supervision of U.S. counsel. Offshore review has been standard practice for U.S. and UK law firms and corporate legal departments for more than a decade.
How much does offshore review cost compared with U.S. reviewers?
LDM Global typically delivers review at 65 to 70 percent below the cost of equivalent U.S. resources, including when the work is delivered through a channel partner.
How quickly can a review team scale?
LDM Global maintains 1500 reviewers and can onboard 250 additional reviewers within one week for large matters or breach response.
What is an MSA bucket model?
An annual master services agreement in which the client commits to a total spend, split into buckets by service line. Unused capacity in one bucket can be converted to another, which eliminates overage invoices and gives the client one predictable annual number.