Skip to content
    Demo — this company is fictional; every number is illustrative. This is the deliverable the Assessment produces.
    Automated Edge
    Managed AI Services Provider
    Prepared for Calloway & Finch LLP
    Private & confidential
    Your AI & automation assessment · Law firm · 18 attorneys

    Where your team's time really goes — and the easiest ways to get it back.

    We measured 10 business days across 26 computersAttorneys (10) · Paralegals (8) · Intake (3) · Billing & admin (5). Not a survey, not interviews: how the work actually happened.

    Time you could win back
    $242,100/yr
    about 5,380 hours a year, counted at $45/hour
    Quick wins $82,350Biggest single $51,750
    940/wk
    times matter information is moved by hand between systems
    4.2h/wk
    per attorney reconstructing time entries after the fact
    9 min
    median uninterrupted drafting stretch
    Ready
    your practice management and DMS can already connect
    §1

    Things worth knowing

    Nothing here is anyone doing a bad job. It's work that repeats, or happens in two places at once — exactly the kind that's easiest to hand off.

    Attorneys bill time; the systems make them reconstruct it.

    Time entries get rebuilt from memory, calendars, and sent-mail at week’s end — about 4.2 hours per attorney per week, and it under-captures. The activity record already exists; nobody has to remember it.

    Intake is fast to promise and slow to paper.

    A prospective client hears “we’ll run conflicts and send the engagement letter” — then waits days. The screening, the conflict-check prep, and the letter are all template work.

    The DMS is fed by hand.

    Filing, naming, and profiling documents into the DMS is a daily chore done inconsistently across the firm — which is why finding things is a second chore.

    Prebills eat the first week of every month.

    Billing scrubs narratives, fixes codes, and chases missing entries across every matter — most of it pattern work an assistant can do to a draft standard.

    Privilege changes nothing about readiness.

    All of this runs on your infrastructure with matter-level access controls — the same privilege posture you hold today, with fewer copies of everything.

    §2

    Where the day goes

    Share of active time by kind of tool, across all 26 measured machines — and where information gets carried by hand between programs.

    Email
    30%
    Word & documents
    24%
    Practice management (Clio-class)
    18%
    Document management
    12%
    Phones & meetings
    10%
    Everything else
    6%
    Information moves by handIntoTimes / week
    Email attachmentsDMS (named + profiled)310
    EmailPractice management (matter notes)260
    Word / calendar / sent-mailTime entries180
    Practice managementExcel (prebill scrub)110
    Phone intakeIntake form + conflict sheet80

    Every row is a person being the integration between two programs. Connect the programs and the row disappears.

    §3

    The opportunities, ranked

    Ordered by where we'd start — payoff weighed against effort. The list adds up to the headline; where two touch the same hours, we sequence them rather than count twice.

    #OpportunityHours/yrValue/yrEffort
    1An assistant for email triage, drafts, and follow-ups880$39,600quick win
    2Intake screening + conflict-check prep, same day610$27,450quick win
    3Engagement letters drafted from templates340$15,300quick win
    4Time entries reconstructed from actual activity720$32,400medium
    5Documents filed, named, and profiled automatically460$20,700medium
    6Matter-status updates drafted for client emails380$17,100medium
    7Prebill scrubbing to a draft standard330$14,850medium
    8Protecting drafting focus1,150$51,750bigger project
    9Instant answers across matters, dates, and documents510$22,950bigger project
    §4

    A simple plan to get started

    Start small; let the early wins pay for the bigger steps. The dollar figures are time you get back each year — not what setup costs.

    Start here
    first few weeks
    $82,350/yr
    • An assistant for email triage, drafts, and follow-ups
    • Intake screening + conflict-check prep, same day
    • Engagement letters drafted from templates

    Intake speed and email relief — visible to clients in the first month.

    Connect the systems
    a couple of months
    $85,050/yr
    • Time entries reconstructed from actual activity
    • Documents filed, named, and profiled automatically
    • Matter-status updates drafted for client emails
    • Prebill scrubbing to a draft standard

    Practice management, DMS, and email joined — time capture stops being archaeology.

    Bigger bets
    this year
    $74,700/yr
    • Protecting drafting focus
    • Instant answers across matters, dates, and documents

    Focus protection and firm-wide answers — the deepest numbers, planned with the partners.

    §5

    What year one looks like

    Phases come online in months 2, 4, and 8. Monthly run-rate of time recovered, cumulative — conservative by design.

    M1
    M2
    $6,863/mo
    M3
    $6,863/mo
    M4
    $13,950/mo
    M5
    $13,950/mo
    M6
    $13,950/mo
    M7
    $13,950/mo
    M8
    $20,175/mo
    M9
    $20,175/mo
    M10
    $20,175/mo
    M11
    $20,175/mo
    M12
    $20,175/mo
    Year-one recovered time: $170,400Full run-rate from month 8: $20,175/moThe quick-wins phase typically covers the engagement inside the first quarter.
    §6

    How you compare

    Against the typical operation of your size and industry that we measure. Illustrative benchmarks — the point is where you sit, not decimal precision.

    MetricYouTypical
    Attorney hours/wk reconstructing time4.2h2–3h
    Intake-to-engagement-letter turnaround3–5 daysSame day (automated firms)
    Email filed to matters consistently~60%90%+ (automated)
    Core systems API-readyYesUsually
    §7

    A day for Paralegal 3 — before and after

    Same person, same job, same morning. The difference is what the systems do on their own.

    Today
    • ·8:15am — inbox triage: 40 emails filed to matters by hand, attachments renamed one by one
    • ·Mid-morning — client status inquiries answered by digging through three systems
    • ·2pm — documents profiled into the DMS from this week’s backlog folder
    • ·Friday — helps two attorneys reconstruct the week’s time from sent-mail
    • ·Median quiet stretch: 9 minutes
    After phase 2
    • 8:15am — overnight email already filed to matters, attachments named and profiled; exceptions flagged
    • Status inquiries answered from one place — or pre-drafted for the weekly update
    • The DMS backlog folder no longer exists
    • Time entries arrive as drafts built from real activity; attorneys review, not remember
    • The recovered time goes to substantive matter work
    §8

    Your systems can already do this

    Most of what we found needs connection, not new software. Automated Edge sets these up and runs them for you.

    Practice management (Clio-class)
    connects today
    Matters · time · billing

    API-ready. Time reconstruction and prebill drafts flow from and to it.

    Document management
    connects today
    The firm’s record

    Auto-filing with consistent names and profiles — findable because it was filed right.

    Microsoft 365
    connects today
    Email · calendar · Word

    Where the work actually happens; the assistant and the activity record start here.

    E-signature
    connects today
    Engagement letters

    Letter → signature → matter opened, one flow.

    Court calendars / dockets
    needs setup
    Dates & deadlines

    Watched automatically, calendared with the rules applied.

    §9

    What we measured, computer by computer

    Six of the 26 machines shown. Roles, never names — the goal is fixing workflows, not scoring people. Click any card for that machine's detail.

    §10

    How this rolls out without breaking your week

    The change-management is the product. Four rules we run every engagement by.

    A champion per team, not a memo

    One person per team helps tune their own workflow first and shows the rest. Adoption follows proof, not announcements.

    Nothing breaks the week it ships

    Every automation runs in draft-first mode before it acts — you see what it would have done for a week, then turn it loose.

    A rollback for everything

    Each change can be switched off in one step, independently. The old way keeps working until the new way has earned trust.

    Reviewed monthly, in person

    A standing monthly review: what saved time, what needs tuning, what to add next. The plan updates with the evidence.

    Wk 1–2Systems connected read-only; draft-mode assistants watching, not acting
    Wk 3–4Quick wins go live team by team, champions first
    Wk 5–8The system connections: the copying between programs stops
    Wk 9–12First monthly review with measured savings; bigger bets scoped with real usage data
    §11

    How this was measured — openly

    Tier 2 — Workflow (read-only, audio off)
    • Every person was informed in writing before measurement began; signed acknowledgments on file.
    • Never captured, at any tier: keystrokes, clipboard contents, email bodies.
    • Roles are shown instead of names throughout this report — the goal is fixing workflows, not scoring people.
    • All captured data is encrypted, scoped to this company alone, and hard-deleted five business days after this report is delivered.
    §12

    What happens next

    01
    Approve the quick-wins phase

    Intake speed and email relief first — and the Assessment fee credits against it.

    02
    We connect the systems

    Practice management, DMS, and M365 joined on your infrastructure, matter-level access intact.

    03
    This report goes live, monthly

    Time captured, intake turnaround, filing consistency — reviewed with the partners monthly.

    Prepared by Automated Edge · Managed AI Services ProviderSample — illustrative numbers · Private & confidential
    What you're looking at

    This is the deliverable the Assessment produces for a business like yours — measured on your machines, tied to ROI, with the consent architecture on every page. The real one is built from your 10 business days.

    How the Assessment works