Legal billing narrative editor cover

Legal billing narrative editor

Improves clarity without adding tasks or changing recorded time.

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For
Billing managers at small law firms
Solves
Vague time entries create avoidable client questions.
Delivers
Reviewed billing narratives
Built in
about 5 weeks of creation time, MVP in 6 days
Investment
$10,500 for the MVP, $43,000 for the full product
Run it
Inside your business, or as part of your offer to clients
01

What it does

For billing managers at small law firms, turn actual time records and client billing guidelines into reviewed billing narratives.

  1. Clarify existing descriptions.
  2. Retain recorded work.
  3. Check prohibited wording.
  4. Flag missing context.
  5. Preserve original entries.
  6. Require author approval.

What goes in, what comes out

What the customer puts in
  • Actual time records
  • Client billing guidelines

AI drafts, people review. Source-based content workspace with editorial delivery.

What the customer gets
  • Reviewed billing narratives
02

How it works

The workflow

  1. In
    Start with

    Actual time records and client billing guidelines

  2. 1

    Collect a structured brief and source material

  3. 2

    Identify unanswered questions

  4. 3

    Approve an outline

  5. 4

    Generate a draft

  6. 5

    Verify claims

  7. 6

    Gather reviewer edits

  8. 7

    Approve a final version and export the agreed formats

  9. Out
    Finish with

    Reviewed billing narratives

AI does the heavy lifting, people stay in charge

Extract and organize information, propose structure, draft prose and adapt approved content to audiences. Attach evidence to factual claims. Keep names, dates, amounts and quoted wording linked to their source. Editors resolve ambiguity and approve publication.

What your team sees

Key screens: Entry queue, rewrite comparison, billing review. Use a project list and editorial calendar beside a document editor. Keep original material and supporting passages in a collapsible side panel. Show outline, draft, review and approved stages. Provide tracked edits, comments, version comparisons and an export preview that reflects the final delivery format. In this product, the first view is entry queue, followed by rewrite comparison and billing review.

Accounts and administration

Client workspaces, source permissions, editorial assignments, change history, reviewer comments, approval gates, revision allowances and export templates.

Integrations and data access

Authorized matter files, firm templates and approved legal knowledge collections. Document storage, word processor export, content management systems and approved publishing channels. Pilot with uploads and downloadable drafts before adding write integrations. These are candidate integration categories, not verified supported connectors.

03

How we build it

We build with our own AI software development factory, so most implementations take days to a few weeks of creation time, not months. You see working software at every step, and exact timing depends on availability.

  1. 1

    Scoping call

    Day 1

    Thirty minutes on your process, your data and how you want to run it: for your own team, or for your clients. You get a fixed scope and price for the MVP.

  2. 2

    MVP

    6 days

    One buyer segment, one recurring use case; first modules: clarify existing descriptions; retain recorded work. Manual review in the loop. Built by our AI software factory.

  3. 3

    Paid pilot

    7 days

    Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.

  4. 4

    Full product

    3 weeks

    Remaining modules: flag missing context; preserve original entries; require author approval. Self-serve onboarding, billing, monitoring and the wider integration set.

  5. 5

    Run and improve

    Monthly

    We host, monitor and improve it for a fixed monthly fee, or hand it over to your team. How the retainer works.

Why we start with an MVP

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 billing managers at small law firms use it to solve "vague time entries create avoidable client questions"?
  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. Complete one existing brief using the customer’s actual sources.
  4. Measure, then decide. Track approved edits and client clarification volume. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Begin with billing managers at small law firms and one recurring use case. Build the first two modules: clarify existing descriptions; retain recorded work. Provide operator assistance for the third module: check prohibited wording. Deliver reviewed billing narratives through a manual review queue. Perform other necessary full-scope functions manually during the pilot. Include all applicable access, accuracy and professional-review controls from the start.

After the MVP. After paid pilots establish value, automate the remaining modules: flag missing context; preserve original entries; require author approval. Add one validated source integration, reusable customer configuration and recurring delivery. Expand to additional teams, document formats or languages only after testing the new scope.

What the build depends on. Document parsing, a source-linked editor, tracked revisions, reviewer workflow and reliable document export. Rich presentation or print output needs format-specific QA.

04

Investment

A planning range to start the conversation, not a quote. You pay per phase, so you can stop after the MVP.

  1. Phase 1

    MVP

    One buyer segment, one recurring use case; first modules: clarify existing descriptions; retain recorded work. Manual review in the loop.

    $10,500 · about 6 days of creation time

  2. Phase 2

    Paid pilot

    Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.

    $13,500 · about 7 days of creation time

  3. Phase 3

    Full product

    Remaining modules: flag missing context; preserve original entries; require author approval. Self-serve onboarding, billing, monitoring and the wider integration set.

    $19,000 · about 3 weeks of creation time

Indicative total, MVP to full product$43,000about 5 weeks of creation time · start with the MVP from $10,500

Running costs per month

A rough indication of monthly hosting and AI model costs once it is live, not tested. Real costs depend on usage, file sizes and the models chosen.

StageHosting and infrastructureAI usageTotal per month
MVP and paid pilotabout 3 customers$50–$100$70–$140$120–$240
Full productabout 50 customers$190–$380$700–$1,400$890–$1,780
05

Run it or resell it

Internally

For your own team

Billing managers at small law firms run it inside the business: actual time records and client billing guidelines in, reviewed billing narratives out, reviewed by your people.

For your clients

As part of your offer

Agencies, consultancies and software companies can offer it to their own clients under their brand. We build and maintain it; you sell and deliver it.

Your brand, or this one

Run it under your own brand, or start from this concept style.

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Headings
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Voice
Precise, measured, defensible
Selling it to your own clients: the go-to-market playbook

Pricing to test

Test USD 400-1,500 for a tightly scoped initial content package. Convert repeated work to a monthly retainer with explicit deliverable and revision limits. Specialist review and substantial research are separately scoped. Prices are hypotheses.

Message to test

Legal billing narrative editor for billing managers at small law firms. Improves clarity without adding tasks or changing recorded time. Demonstrate the claim through an anonymized billing narrative cleanup sample.

Where to find buyers

Legal billing consultants

Lead magnet

An anonymized billing narrative cleanup sample

The first 30 days

  1. Week 1: interview five prospective buyers in this segment: billing managers at small law firms. Ask to see a recent example of the problem and their current process.
  2. Week 2: prepare this demonstration using authorized or synthetic material: an anonymized billing narrative cleanup sample.
  3. Week 3: present it through legal billing consultants and seek one narrowly scoped paid pilot.
  4. Week 4: review approved edits, client clarification volume, total delivery effort and a concrete renewal decision before increasing scope.

Paid pilot

Complete one existing brief using the customer’s actual sources. Record reviewer edits, factual corrections and preparation time. Ask the same buyer to commission a second comparable deliverable. For this solution, use actual time records and client billing guidelines and evaluate reviewed billing narratives. Agree success thresholds with the buyer before starting; collect a baseline for approved edits, client clarification volume. A positive signal is payment and repeat use with acceptable quality and delivery cost, not a favorable demo reaction alone.

Success metrics

Approved edits, client clarification volume

Retention and expansion

Maintain the approved source and voice library, schedule recurring editorial work, and expand into additional formats only after the core deliverable is repeatedly accepted.

Why clients would pick it

Customer-approved terminology, reusable structures, source libraries and editorial feedback tied to a specific audience and recurring publishing workflow. For this solution, build around improves clarity without adding tasks or changing recorded time. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.

Alternatives and positioning

Writers, editors, agencies, internal document templates and general-purpose chat tools. Differentiate on this specific proposed advantage: improves clarity without adding tasks or changing recorded time. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.

Main delivery costs

Research and interview time, transcription, model usage, factual verification, subject-matter review, editing and revisions.

06

Safeguards

Preserve matter confidentiality, access boundaries and original evidence. Qualified professionals review legal interpretations and final client documents. Validate source access and reviewer availability during the pilot. Maintain customer-level access, data deletion controls and a record of final approvals.

Get this solution built

Built for you by our AI software factory, MVP in about 6 days. Tell us about your business and how you want to run it: inside your company, or as part of what you offer your clients. We reply within one working day.

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