Marlow & Finch
Lawyers
Blue Seas AI
We make your business AI‑first.
The AI Scan Sample report · Marlow & Finch is a fictional firm

There's $597K a year sitting inside your firm's workflows. Here's where it is and how you recover it.

The path to an AI‑first, best‑in‑class law firm. Built from the pre‑scan questionnaire and a two‑hour working session with you and your team.

This is a worked example. Your report is built live from your firm's own numbers during the scan.

Bart Puszko
Founder · Blue Seas AI
16 years in financial crime, risk and compliance for major banks in Melbourne and London.
2025 SCBA Advanced Tech Winner QLD Government Mentor since 2024 2025 Australian AI Awards Finalist

What we saw in the session

You built this firm to practise law. Most days, the admin decides how your hours get spent. Yours is a well‑run 18‑person Brisbane practice with strong files, loyal clients and a full pipeline, and the same pattern we see across Australian firms: the legal work is excellent, and the work around the legal work eats the day.

The arithmetic makes it visible. At $3.2M in fees, a $480 realised rate and 1,650 available hours, your 18 people produce the billed output of 4 full‑time billers. The rest of the capacity is swallowed by intake, drafting set‑up, file notes, chasing, billing prep and reporting. The Australian average tells the same story: small‑firm lawyers bill 2.02 hours of an eight‑hour day (Smokeball 2025 survey, 134 firms).

Our read: eleven of your processes are AI‑ready today, and the three strongest are worth $50K a month, or $597K a year, priced at the rate each hour deserves. Most of what this report recommends runs on tools you already license. The scan's job is knowing where to point them.

What stood out

How your data is handled

Client files stay in your systems. Nothing from your practice management system is used to train AI models, and nothing is shared with third parties.

Two things we will not automate: legal judgement and client advice. AI does the production work around them.

The path, in three steps

Simple enough to repeat in the partner meeting.

The recommended path

Blueprint the firm, ship the first build, and run the Program alongside it.

1. The AI‑First Blueprint maps every process across your six buckets, scores each step for AI Safety, AI Capability and Cost Drain, and produces a costed 12‑month roadmap the firm owns. The scan is the photo of where you stand; the Blueprint is the architectural drawings for what to build.

2. The first build delivers the top‑ranked play. For this firm that is time capture and billing narratives, sized at $18.2K a month of near‑cash recovery.

3. The Become AI‑First Program runs in parallel: two hours a week side by side, rotating between the principals, so the capability to spot and apply AI stays inside the firm.

Why this order: the top pain named in the session was unrecorded time, the firm has eleven AI‑ready processes to sequence, and a two‑principal firm moves fastest when both principals learn on the tools while the first build proves the return.

The 12‑month plan the Blueprint produces

A full build plan, split into four phases. Delivered in 2 to 4 weeks.

Phase 1
Months 1-3
Foundation builds
Phase 2
Months 4-6
Scale‑up + integration
Phase 3
Months 7-9
Advanced plays
Phase 4
Months 10-12
Optimisation + governance

A 12‑month directional roadmap. Phases 3 and 4 get refined as we go; the data improves as we ship.

How your firm operates today

Every firm runs on a small number of high‑level areas. We call these buckets. We see six in Marlow & Finch, following the life of a matter.

Each bucket holds multiple processes. The Blueprint maps every process inside each bucket and scores every step (AI Safety, AI Capability, Cost Drain).
BUCKET 1

Client intake & conflicts

  • Enquiry handling and first response
  • Conflict checks and client verification
  • Engagement letters and matter opening
BUCKET 2

Matter production & drafting

  • First drafts of letters, deeds and court forms
  • Precedent search and reuse
  • File notes and attendance notes
BUCKET 3

Client communication & updates

  • Progress updates and milestone letters
  • Appointment scheduling and reminders
  • Routine correspondence between milestones
BUCKET 4

Compliance, trust & risk

  • Trust accounting and reconciliation
  • Verification of identity and safe custody
  • File compliance and limitation dates
BUCKET 5

Time capture, billing & lock‑up

  • Recording time and billing narratives
  • Invoice preparation and WIP review
  • Following up unpaid accounts
BUCKET 6

Practice operations & knowledge

  • Month‑end reporting across three systems
  • Precedent library upkeep
  • Rostering, marketing and firm admin

Where AI fits first

Seven processes stood out in the session, listed in priority order. They share the right shape: AI does this well today, the cost drain is real, and the risk is manageable.

Your annual recoverable productivity

One number, three sources, each priced at the rate it deserves. Every input below comes from the session and is testable against your own data.

The headline · Derived, then summed

Where the $597K comes from

Ledger A · Fixed‑fee marginCash‑real

Faster production on fixed‑fee matters

45 fixed‑fee matters a month (PMS export) × 2.0 hrs of production time saved per matter × $130/hr loaded delivery cost. Margin on work already sold; no new demand needed.

$140Kper year
Ledger B · Leakage recapturedNear‑cash

Billable time worked and never recorded

9 fee earners × 1.1 hrs a week of unrecorded billable time (partner questionnaire) × $480 realised rate × 46 weeks. Work the firm has already done for clients it already has.

$219Kper year
Ledger C · New billed workConditional

Freed admin hours converted to fee work

9 fee earners × 3.6 hrs a week of admin removed × $480 realised rate × 46 weeks, haircut to 1 in 3 freed hours becoming billed, collected work. Holds only while the pipeline stays full; yours is.

$238Kper year
All three ledgers combined $597K / year
"There's a day a week of admin sitting inside every fee earner here." Sarah Marlow, principal (sample session)
The clock on this number. The average Australian small‑firm lawyer bills 2.02 hours of an eight‑hour day (Smokeball 2025 survey, 134 firms). At your firm the gap costs $50K each month it stays unrecovered.

Where you sit against firms your size

Three layers in a law firm, each with a national benchmark for how much of the day earns fees. We plot your firm against them from your own numbers.

The benchmark: share of the day that earns fees

Australian firms, 5 to 30 staff. Benchmarks: Smokeball 2025 (134 firms), Macquarie legal industry benchmarking 2024. Your scan plots your firm on these dials from your own numbers.

Solicitors
31%
Paralegals
44%
Legal assistants
2%
Australian benchmark band AU small‑firm average (2.02 hrs/day = 25%) Your firm

The one metric to check us on: $3.2M in fees ÷ $480 realised rate ÷ 1,650 available hours = the billed output of 4 full‑time billers from 18 people.

How to read it. The blue band is where healthy Australian firms your size sit. Your solicitors are at the bottom edge of the band, and the sector average sits below it: the admin layer is a structural problem across the profession. Every point below the band is where the $597K on the previous page comes from.
A real result, for calibration: Blue Seas systems save Catton & Tondelstrand Family Lawyers $1.3M+ annually. The figures above are sample figures for a fictional firm; that one is real.

The three plays to start with

One play per ledger. Each sized with its maths printed, so every number can be challenged against your own data. The Blueprint produces precise per‑process figures.

RANK 1 · Q1 PRIORITY · NEAR‑CASH

Capture the time you already work

Passive time capture plus AI‑drafted billing narratives. The lowest‑risk play in the firm: it touches no legal work and recovers work already done.

Approach: capture layer over calls, email and documents; fee earners review and post each day in minutes.

Sizing: 9 fee earners × 1.1 hrs/week unrecorded × $480 realised × 46 weeks ÷ 12. Conservative inputs, each testable against your PMS.

Recoverable
$18.2K
per month
RANK 2 · CASH‑REAL MARGIN

First drafts from your own precedents

Drafting on fixed‑fee matters starts from the firm's best prior work. On fixed fees, faster production is straight margin: cost per matter falls, matters per person rise.

Approach: precedent engine built on your own matter history, drafting in the firm's voice for lawyer review.

Sizing: 45 fixed‑fee matters/month × 2.0 hrs production saved × $130/hr loaded delivery cost. Admin‑side time is priced at cost, never at charge‑out rates.

Recoverable
$11.7K
per month
RANK 3 · CONDITIONAL

Remove the admin layer around fee earners

Matter opening, file notes, routine updates and the month‑end pack stop consuming fee‑earner hours. The freed time converts to billed work while the pipeline stays full.

Approach: intake packs, automatic file notes and scheduled client updates, built one process at a time in Blueprint order.

Sizing: 9 fee earners × 3.6 hrs/week removed × $480 realised × 46 weeks ÷ 12, haircut to 1 in 3 freed hours becoming billed, collected work.

Recoverable
$19.9K
per month

Your next steps

A

The AI‑First Blueprint

In 2 to 4 weeks, we map every process across your six buckets, score each step for AI Safety, AI Capability and Cost Drain, and produce a costed 12‑month roadmap the firm owns: where AI starts, where it pays back most, and what order we build in. See an example Blueprint →

The map
B

Become AI‑First Program

Your AI adviser, month to month. We get AI into the firm the quickest, safest way for the biggest return: strategy, building side by side, training and mentoring. Two hours a week rotating between the principals. Stop any time.

Full path

What the Program looks like in practice

Two hours a week, in person at your office or on Teams, working inside your actual systems, rotating between the principals so each of you becomes AI‑fluent in your own workflows.

Between sessions, we prepare SOPs, build small skills into your existing tools, and fix issues as they come up, with same‑day replies on anything urgent. Monthly: an ROI summary in dollars. Quarterly: a strategic review.

The outcome: principals who can spot and apply AI themselves. The capability stays inside Marlow & Finch.

Sarah, David - the next step is the 30‑minute partner walkthrough, in your office.

Reply with two or three times that work in the next 3 to 5 days. We pick the first build together and lock in a start date.

Mobile0431 916 939 Office(07) 5300 2344 Emailbart@blueseas.ai

Your first 30 days

On the recommended path, here is what kicks off and when. Every step labelled by the service it sits inside.

Your internal AI Champion (about 2 hrs/week)

David's depth on the firm's precedents makes him the natural candidate. The Champion is the day‑to‑day bridge between us and the firm across the Blueprint and the Program. The Blueprint includes a full Champion onboarding kit.

Twelve months from now, Marlow & Finch runs as the firm other principals ask about: AI‑first, best‑in‑class, with the capability living inside the firm.