WebisoftPrepared for Ledbetter Cowan Law Group
A 90-day path to recover admin and paralegal capacity by turning Ledbetter's probate, estate planning, and document intake work into secure review-controlled workflows.
Ledbetter Cowan
Webisoft
April 2026
v1.0
Private AI / legal operations / fixed scope
Target operating model
Box.com intake
01Client files land securely
Private AI layer
02Classify, extract, summarize
Human review
03Attorney/paralegal approval
PracticePanther
04Structured output to matter
Private
AI enclave
Review
in the loop
Output
ready to file
Margin and scale
The proposal should not ask Ledbetter to buy AI because AI is interesting. It should show how the firm can handle more matters with less manual prep per matter.
The middle path includes mapping, produces a working system in 90 days, and creates a measured baseline for any future workflow.
The business case is less manual coordination per matter: fewer hours spent sorting, summarizing, reconciling, and preparing review packets.
The first workflow should recover repeatable admin/paralegal capacity so the firm can handle more work without adding headcount at the same rate.
The system should sit around Box.com and PracticePanther, drafting the work while the team keeps judgment, approvals, and exception handling.
Business impact model
These are planning ranges to validate during kickoff. Standard includes the baseline so the post-launch story is concrete: hours saved, exceptions reduced, and capacity returned to higher-value work.
Target recovered capacity
40-80 hrs/mo
Planning range for the first workflow, validated against Ledbetter's actual document volume during kickoff.
Equivalent capacity
0.25-0.5 FTE
Admin/paralegal capacity recovered without immediately adding another operations hire.
Margin lever
Scale work
More matters can move through the firm with less manual prep, rework, and coordination overhead.
Operating blueprint
The goal is not to add another app. The goal is to turn incoming documents into reviewed, traceable, system-ready work product.
Document intake
Matter files enter from Box.com with firm-defined naming and folder context.
Private AI workbench
Classification, extraction, and summaries happen inside a controlled processing layer.
Review gate
Paralegal and attorney review remains mandatory before anything becomes work product.
System of record
Approved outputs route back to Box.com and PracticePanther-ready matter data.
Drafting posture
AI prepares, people approve
Primary constraint
Throughput, not demand
Implementation target
90-day workflow build
Control layer
Workflow targets
Signal 01
Bank statements, asset movement, and draft accounting prep create a recurring margin drag before attorney review can even begin.
Signal 02
Death certificates, deeds, disclosures, statements, and client uploads need to be classified, summarized, and routed with source traceability.
Signal 03
The value is not a chatbot. It is a controlled workflow that moves reviewed outputs back into the systems the firm already runs on.
Signal 04
AI can draft, extract, and summarize, but Ledbetter still needs approval gates, exception handling, and accountable outputs before use.
Throughput map
Current pattern
Manual
Target pattern
AI-drafted
Specific to Ledbetter
Turn statements and matter data into a draft accounting package with review flags and source references.
Classify uploads, normalize names, identify missing items, and place files into the right matter structure.
Summarize deeds, disclosures, certificates, and client documents into a review-ready packet for the team.
Recommended starting point
Pick the workflow where manual preparation is easiest to measure, painful enough to matter, and repeatable enough to become the template for the next automation.
Investment paths
Three clear buying paths. Base de-risks the first move. Standard ships one workflow and includes mapping. Deluxe turns Webisoft into the firm's ongoing AI operations team.
Option 1 / Base
A decision-grade blueprint before committing to implementation spend.
Value case
Best when leadership wants certainty on workflow, ROI, security, and build scope before approving a production system.
Best use
Use Base if the firm is not ready to choose the first workflow yet.
2-3 weeks / fixed fee
Core scope
Option 2 / Standard
The cleanest buy-now path: pick the first workflow, include mapping, and get a working system live.
Value case
Best when Ledbetter wants measurable capacity recovery, not another planning cycle.
Included in Option 2
Complete AI workflow mapping is included at no additional cost when Standard is selected.
per workflow / 90 days
Core scope
Option 3 / Deluxe
A dedicated implementation team that continuously identifies, builds, and improves AI workflows across the firm.
Value case
Best when the firm wants an outsourced AI operations function instead of hiring and managing one internally.
What it replaces
A fractional AI lead, automation engineer, process analyst, project manager, and ongoing implementation overhead.
3-month minimum
Core scope
Decision memo
The comparison is meant to make the tradeoff obvious: lower-commitment discovery, one scoped implementation, or ongoing operating support.
Fastest credible ROI
Live workflow in 90 days, with mapping included instead of sold as a separate prerequisite.
Controlled risk
One bounded workflow with private processing, source traceability, and review gates.
Clean expansion
A repeatable operating pattern for probate, intake, estate planning, and future admin workflows.
Comparison matrix
The middle path is highlighted as the fastest implementation option.
Base
Leadership wants certainty before buildStandard
Ledbetter wants one live automation in 90 daysDeluxe
The firm wants an embedded AI operations functionBase
Roadmap, architecture, execution planStandard
Mapping, production workflow, training, review processDeluxe
Continuous discovery, build, support, and impact reportingBase
Forecasted ROI and workflow economicsStandard
Measured recovered capacity from the first workflowDeluxe
Compounding capacity gains across departmentsBase
2-3 weeks to decision clarityStandard
90 days to working systemDeluxe
Compounds monthly across the firmBase
Interviews and workflow reviewStandard
Kickoff, sample docs, weekly reviews, UATDeluxe
Standing operating cadence with priorities and feedback90-day implementation
Webisoft owns workflow mapping, architecture, build, testing, training, and launch. Ledbetter supplies the business context, sample documents, reviewers, and acceptance decisions.
Days 1-15
Confirm the first workflow, document current effort, define success metrics, and gather representative Ledbetter documents.
Days 16-45
Implement classification, extraction, summarization, routing, and the review queue around Box.com and PracticePanther-ready outputs.
Days 46-70
Tune prompts, schemas, exception handling, confidence thresholds, and review screens against actual estate planning or probate patterns.
Days 71-90
Train the team, publish SOPs, hand off ownership, measure recovered capacity, and define the next workflow.
Ledbetter effort
Why Webisoft wins
Competitive framing
The value is implementation ownership: workflow mapping, security posture, engineering, review controls, testing, adoption, and measurement in one accountable delivery path.
Alternative
Off-the-shelf AI toolWhere it falls short
Useful for isolated drafting, but not connected to Box, PracticePanther, review gates, or matter workflows.Webisoft advantage
Builds the controlled workflow around the systems Ledbetter already uses.Alternative
Strategy-only consultantWhere it falls short
Can produce a deck, but the firm still needs engineers, security decisions, testing, training, and adoption.Webisoft advantage
Owns discovery, build, testing, launch, and measurement in one fixed-scope path.Alternative
Internal-only buildWhere it falls short
Requires hiring AI, automation, workflow, and project capacity before value is proven.Webisoft advantage
Gives Ledbetter a production workflow first, then a clean basis for scaling or internalizing later.Case study
The same operating approach, OCR, AI classification, and automated routing into a case management system, produced a measurable compression in document-processing time.
Before
20 hrs
After
30 min
Measured result
The Ledbetter opportunity uses the same pattern, applied to estate planning and probate documents where review control matters.
Trust architecture
Security is designed around the way a law firm actually works: controlled intake, minimum necessary extraction, traceable outputs, reviewer authority, and exception handling.
Private processing boundary
Documents are processed through a controlled workflow layer, not by staff pasting client data into public chat tools.
Least-data model routing
Only the fields needed for the selected workflow are extracted and routed to the appropriate model or service.
Human approval gates
AI output stays draft status until the Ledbetter reviewer approves, edits, or rejects it.
Source-linked work product
Summaries and extracted fields remain tied to source documents so reviewers can validate the basis for each output.
The Medicaid automation proof uses the same pattern: document intake, OCR, AI classification, review, and system routing.
Standard includes baseline and post-launch measurement so the firm sees recovered hours, adoption, exceptions, and next workflow ROI.
Outputs are source-linked, review-controlled, and designed so attorneys and paralegals approve work before it becomes usable work product.
Section 05
Use the next conversation to confirm the right scope, align owners, and decide whether Ledbetter wants to start with discovery, one workflow, or broader operating support.
Use Friday to choose whether Ledbetter wants discovery, one workflow build, or a broader operating support model.
Lock the 90-day scope, Ledbetter review owners, sample documents, and the capacity metrics we will measure after launch.
Mapping, architecture, build, testing, training, and launch move immediately after sign-off.
Prepared by Webisoft for Ledbetter Cowan Law Group
Questions before Friday? Contact Phil or Will from the sidebar.