Back to Work
Q1Q2Q3Q4
Purple / Discovery

AI Discovery
& Roadmap

4Weeks
55+Ideas Generated
12Month Roadmap
Client

UK Law Firm

Fast-Growing Specialist Practice

A growing law firm had plenty of AI ideas but no way to tell which ones were worth doing. Partners were stretched thin, previous technology investments had flopped, and services were still entirely bespoke. They needed someone to separate the signal from the noise.

They did not need another strategy deck full of possibilities. They needed a ranked list of what to build, a plan for how to build it, and a clear strategic decision on the direction of the firm.

The Process

Five Steps to a Decision

We did not rely on guesswork. We followed a rigorous process to separate hype from reality.

01

Foundation Training

We taught the leadership team the fundamentals of AI and product. What is real, what is hype, and how it actually applies to law.

02

The Ideation Workshop

A collaborative session that generated 55+ specific ideas to improve billing, client service, and legal efficiency.

03

The Ranking

Every idea scored against two criteria: how much value does it create, and how hard is it to build? This killed the low-value projects immediately.

04

Stakeholder Interviews

One-on-one conversations with partners and fee earners to validate assumptions and understand the daily friction points.

05

The Reality Check

A strategy session with senior leadership to make a hard decision on business model and risk appetite. No hedging.

The Strategic Decision

Three Paths, One Choice

The discovery process surfaced three distinct ways to grow the firm. We sat down with senior leadership for a frank strategy session and weighed each option against real-world constraints: time, resources, and risk appetite. The decision was unambiguous.

Path 1Chosen

Run Better

Keep the current model but make it a significantly better version of itself. Use tech to strip out waste, boost margins, and deliver faster service.

Path 2Future test

Become a Platform

Build a product engine to handle routine work on a subscription basis. Shifts toward recurring revenue.

Path 3Future test

The Niche Platform

The platform approach, but focused on one specific sector. Stop being generalists and dominate a niche.

Why Path 1?

Speed

Visible improvements in 3-6 months, not two years.

Focus

Does not pull the best lawyers away from their clients.

Safety

No bet-the-firm risk. Makes the current model work better.

Logic

Walk before you run. Build the foundation first, then decide.

The Solution

One Dashboard, Not Five Tools

Most firms buy separate tools for separate problems. This is a mistake. It forces lawyers to switch tabs all day and creates data silos. We designed one unified platform that handles everything.

The Money

Real-time billing, margin tracking, and automated chasing.

The Brain

AI search across all files, precedent matching, and client summaries.

The Automation

AI contract review against the firm's own rules. Client-ready reports.

The Polish

One-click formatting and branding. Everything looks professional.

The Intake

Digital onboarding. Scope, budget, and timeline captured before work starts.

The Tracker

Task management linked to billing. Who is doing what, and when.

The Build Plan

Four Blocks, Twelve Months

We finish one block before starting the next. Useful tools shipping every 90 days. We measure success by business results, not lines of code.

Block 1Months 1-3

The Money

Connect the billing system. Give every lawyer a real-time view of what they are billing, what is outstanding, and where they are losing margin. Fix the cash flow first.

Block 2Months 4-6

The Brain

Add intelligent search. Lawyers can instantly access the firm's collective knowledge - client context, precedents, and similar matters - without digging through email.

Block 3Months 7-9

The Automation

Build an AI-powered review tool. Upload a document, the system checks it against the firm's specific rules, and produces a client-ready report in minutes.

Block 4Months 10-12

The Polish

Refine the best features, integrate formatting tools, expand the automation. Use the data gathered to prepare the platform for its next phase of growth.

From 55+ to 6

The Ideas That Made the Cut

#1
Operational Foundation

Financial Dashboard

Problem

No real-time view of cash. Invoices take too long. Chasing late payers is manual.

Payoff

Reduce days sales outstanding by 15-20 days. Improve gross margin by 2-4%.

#2
Knowledge Management

Intelligent Search

Problem

The firm's knowledge is trapped in individual inboxes. Lawyers waste time re-solving problems already solved.

Payoff

Save 2-3 hours per lawyer per week. Junior lawyers up to speed in minutes, not days.

#3
Strategic Bet

AI Contract Review

Problem

Reviewing routine contracts is low-margin, boring, and hard to delegate safely.

Payoff

Reduce review time from 2 hours to 20 minutes. Consistent quality every time.

What We Delivered

Everything to Start Building

Not a strategy document that sits on a shelf. A set of practical tools the firm used to start building the next week.

Priorities One-Pager

2-3 measurable goals and success metrics. One page. No waffle.

Use-Case Pack

5-7 short briefs - problem, users, value, acceptance criteria. Each one a page.

Ranked Pipeline

Single table scoring every idea on value, feasibility, and adoption. The kill list and the build list.

ROI Snapshots

Conservative estimates per use case. Hours saved, cost avoided, revenue potential.

12-Month Roadmap

Four 90-day blocks. Each one builds on the last. Milestones, KPIs, and investment view.

90-Day Quick-Start

Actions, owners, and success thresholds for the top priorities. Ready to go on day one.

The Insight
Do not think of this as "just fixing operations." This is the difference between a firm that runs on chaos, email, and heroics, and a firm that runs on a scalable platform.

From the roadmap report delivered to firm leadership

The Outcome

From Ideas to Action

Leadership chose their path based on evidence, not speculation. The build started the following month.

55+ Ideas, 6 Winners

Every idea scored on value and feasibility. The low-value projects were killed immediately.

One Clear Direction

Leadership made a hard call on business model. No hedging, no "let us revisit this next quarter."

Build Started Month 1

The 90-day quick-start plan meant the firm was writing code within four weeks of the engagement ending.

Future-Proofed

The roadmap keeps the door open for a platform pivot. Year two decision based on real data, not hope.

Too Many AI Ideas, No Clear Plan?

We help law firms cut through the hype, rank what matters, and build a roadmap that actually gets executed. Four weeks from kickoff to a plan you can act on.