Case · Studies

Proof › Promises

Real engagements, real numbers — anonymised where our clients require it.

A named human reviewer on every conclusion · every time

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›18,000

hours a year reclaimed for one legal client

Proof below ↓

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In their words

Outcomes, not slide decks. What partners say when the engagement is done.

“

MWC provides the ultimate stress-test for founders. They stripped away our startup jargon, exposed critical regulatory and economic realities, and delivered the kind of deep, expert truth-telling that you simply cannot get from a generic AI model. Unforgiving, brilliant, and absolutely essential.

Founder · Pre-seed Healthcare Startup

“

Got to a confident decision in weeks, not quarters.

Managing Partner · APAC Private Wealth

“

Twelve hours a week came back to every employee. The agents quietly do the work nobody wanted.

Managing Partner · Professional Services · Legal

“

They read the programme rules to the end. Nobody else had.

Board Adviser · Digital Health · US

“

No hype, no slide theatre — just the technical truth.

CTO · Enterprise Client · ANZ

The engagements.

3 / 3

An 8-person AI team, live in 4 weeks

Prof services · Legal

18,000 hrs

An IC-grade report in 2 weeks, not 12

Private wealth · APAC

6×

The stress-test the pitch deck needed

Healthcare · Pre-seed · US

Yours could be next. Moving beyond Pilot Purgatory to drive measurable margin expansion.

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Engagement hero image

BUILDProf services · Legal

An 8-person AI team, live in 4 weeks — handing roughly 10 full-time roles' worth of time back to the staff.

Disjointed back-office operations. Research, analysis, customer service and corporate admin were spread across disconnected tools — and the work was landing on senior fee-earners. The most expensive hours in the building were being spent on the least valuable tasks.

60%

fewer manual back-office errors

<2 hrs

first response, from around 2 days

4 wks

live, versus 6+ months to build

↓Case study — Professional services ↓Sample agent team rota Talk to us about a build →

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