Legal privilege review routing desk

An MVP, or minimum viable product, is the smallest version that your users can actually work with. It is not a cheap version of the full solution. It is a test, built to answer the questions that decide whether the rest is worth building.

1. Pick the riskiest assumption. Here: will E-discovery review coordinators use it to solve "review teams waste time routing uncertain documents inconsistently"?
2. Build only what tests it. One team, one use case, a few core modules. People do the rest by hand for now.
3. Run a paid pilot. Agree the acceptance criteria, input limits and reviewer responsibilities before starting.
4. Measure, then decide. Track routing consistency and escalation turnaround. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Costed pilot: No final privilege determinations or disclosure decisions. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: apply declared routing rules; group related records. Support the third task through an assisted review queue: flag uncertain classifications. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of privilege-review routing register. Authentication, account isolation, deletion controls and basic operational logging are included. Specialized production certification, live write integrations and broader rollout are not included unless explicitly stated.

After the MVP. After paying customers repeatedly accept privilege-review routing register, automate preserve access limits; track counsel review; export workflow statistics. Add one tested read integration, reusable customer configuration and scheduled repeat delivery. Increase supported formats or teams only when evaluation cases and reviewer capacity cover the new scope. No final privilege determinations or disclosure decisions.

What the build depends on. Secure upload handling, reliable extraction, versioned completeness rules, submitter identity and staff routing. Third-party checklist changes require maintenance. Obtain representative authorized inputs, an agreed review rubric and a buyer-side owner. Specific scope: No final privilege determinations or disclosure decisions.

Pricing to test

Test USD 500-2,000 setup plus USD 150-750 monthly for one form family and a capped submission volume. Quote specialist review and unusual document formats separately. Prices are experimental. For this buyer, package the first sale around route a synthetic document batch and the defined privilege-review routing register. Record actual review effort before offering a recurring allowance. The commercial pilot fee is distinct from the platform development budget.

Message to test

Consistent routing of uncertainty to qualified reviewers. Demonstrate the result with route a synthetic document batch for e-discovery review coordinators. Use a concrete before-and-after example without promising unmeasured savings.

Where to find buyers

E-discovery firms and legal operations teams

Lead magnet

Route a synthetic document batch

The first 30 days

1. Week 1: interview five prospective buyers from e-discovery review coordinators and inspect how they handle review teams waste time routing uncertain documents inconsistently.
2. Week 2: prepare route a synthetic document batch using authorized or synthetic material.
3. Week 3: share the demonstration through e-discovery firms and legal operations teams and seek one bounded paid pilot.
4. Week 4: measure routing consistency and escalation turnaround, review delivery effort and ask for a repeat purchase. This is a validation schedule, not a promise that the full product can be built in thirty days.

Paid pilot

Agree the acceptance criteria, input limits and reviewer responsibilities before starting. Run route a synthetic document batch and deliver privilege-review routing register. Compare routing consistency and escalation turnaround with the buyer's current process on comparable cases; include corrections, missed issues and reviewer time. Seek payment and repeat use. Stop or revise the scope if data access, accuracy or unit economics fail.

Success metrics

Routing consistency and escalation turnaround

Retention and expansion

Build repeat use around privilege-review routing register. Save approved configurations and review decisions with permission, revisit unresolved exceptions and show progress on routing consistency and escalation turnaround. Offer a recurring volume allowance after repeat demand; expand to adjacent tasks only when the buyer asks and delivery quality remains acceptable.

Why clients would pick it

Document-type expertise, tested completeness rules and a low-friction client experience embedded in a repeat administrative process. For this concept, accumulate permissioned examples and reviewer corrections around consistent routing of uncertainty to qualified reviewers. The durable asset is reliable task-specific execution and trusted customer configuration, not access to a general-purpose AI model.

Alternatives and positioning

Email collection, generic web forms, spreadsheets and existing case management systems. Position this concept around consistent routing of uncertainty to qualified reviewers. Compare it against the customer's current process on the same representative task. This is proposed differentiation; no exhaustive competitor study or uniqueness claim has been established.

Main delivery costs

Document processing, storage, exception review, support, checklist maintenance and customer-specific integration work. Initial validation additionally budgets for counsel and security review. Track model usage, storage, reviewer minutes, exception handling and customer support per accepted deliverable.