Outside counsel guideline checker

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 in-house legal spend managers use it to solve "invoices conflict with billing guidelines in ways hard to spot"?
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 confirmed exceptions and reviewer time. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Costed pilot: Preparation only; no automatic fee rejection. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: extract billing requirements; classify invoice lines. Support the third task through an assisted review queue: flag possible mismatches. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of counsel-reviewed billing guideline report. 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 counsel-reviewed billing guideline report, automate link exact rules; capture reviewer decisions; export queries. 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. Preparation only; no automatic fee rejection.

What the build depends on. Evidence coordinates, versioned rules, reviewer decisions and a representative reference set. Measure misses as well as confirmed findings before scaling. Obtain representative authorized inputs, an agreed review rubric and a buyer-side owner. Specific scope: Preparation only; no automatic fee rejection.

Pricing to test

Test USD 500-2,000 for a defined audit sample and report. Offer recurring review priced by reviewed items and specialist hours. Software-only access can follow a reliable reviewed service. All prices require validation. For this buyer, package the first sale around review one historical invoice batch and the defined counsel-reviewed billing guideline report. Record actual review effort before offering a recurring allowance. The commercial pilot fee is distinct from the platform development budget.

Message to test

Evidence-linked invoice review against each matter's guidelines. Demonstrate the result with review one historical invoice batch for in-house legal spend managers. Use a concrete before-and-after example without promising unmeasured savings.

Where to find buyers

Legal spend consultants and corporate legal teams

Lead magnet

Review one historical invoice batch

The first 30 days

1. Week 1: interview five prospective buyers from in-house legal spend managers and inspect how they handle invoices conflict with billing guidelines in ways hard to spot.
2. Week 2: prepare review one historical invoice batch using authorized or synthetic material.
3. Week 3: share the demonstration through legal spend consultants and corporate legal teams and seek one bounded paid pilot.
4. Week 4: measure confirmed exceptions and reviewer time, 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 review one historical invoice batch and deliver counsel-reviewed billing guideline report. Compare confirmed exceptions and reviewer time 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

Confirmed exceptions and reviewer time

Retention and expansion

Build repeat use around counsel-reviewed billing guideline report. Save approved configurations and review decisions with permission, revisit unresolved exceptions and show progress on confirmed exceptions and reviewer time. 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

A domain-specific review rubric and rights-cleared examples of confirmed defects, false alarms and reviewer reasoning. For this concept, accumulate permissioned examples and reviewer corrections around evidence-linked invoice review against each matter's guidelines. The durable asset is reliable task-specific execution and trusted customer configuration, not access to a general-purpose AI model.

Alternatives and positioning

Manual reviewers, checklists, generic scanning tools and specialist audit services. Position this concept around evidence-linked invoice review against each matter's guidelines. 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 or media processing, model evaluation, expert review, false-positive handling, rechecks and customer-specific rubric calibration. Initial validation additionally budgets for legal billing expert review. Track model usage, storage, reviewer minutes, exception handling and customer support per accepted deliverable.