80%
Stage 01. Stalled at the start
Eight in ten AI initiatives never deliver expected value. Twice the failure rate of conventional IT projects.
ReInvent Work
ADVISORY
AI & workplace innovation.
Strategy. Implementation. Impact.
ReInvent
The cost of standing still
Every quarter you wait, something is lost.
The companies pulling ahead aren't the ones with the biggest AI budgets. They're the ones who started a year ago. Watch what disappears.
Productivity
$4.4 trillion in untapped value.
Generative AI alone could add this much to the global economy each year. Most of it will accrue to early adopters who built the operating model first.
McKinsey Global Institute, 2023
Talent
71% of knowledge workers already use AI at work.
Most are using it without their employer knowing, bringing their own tools, their own data, their own risk. The shadow AI era has already begun.
Microsoft Work Trend Index, 2024
Market position
AI leaders are growing revenue 2.1× faster than laggards.
The gap between firms that have operationalised AI and those still piloting compounds every quarter. By 2027, the distance becomes structural.
BCG AI at Scale, 2024
What remains
This is what doing nothing looks like.
Inaction isn't neutral. It's a decision to let competitors, talent, and margin make the choice for you. The good news: it's still early.
Why most AI projects fail
It's almost never the technology.
Six failure modes account for nearly every stalled AI initiative we've seen. Each one is a design problem, not a tooling problem.
52%
Stage 02. No business case
The most common failure mode: starting with the technology rather than the problem. A model in search of a use case rarely finds one.
49%
Stage 03. Data not ready
Fragmented systems, unclear ownership, no governance. AI is a magnifier. Feed it broken data and it will scale your problems faster.
43%
Stage 04. Skills gap
Not just data scientists. The bigger gap is product managers, ops leaders and frontline staff who can redesign work around the new tools.
38%
Stage 05. Change refused
Adoption fails when AI is bolted onto old workflows. The hard work isn't building the model. It's redesigning the work it touches.
11%
Stage 06. Pilot purgatory
Only 11% of organisations scale AI beyond pilot. The other 89% have impressive demos and unchanged P&Ls.
How we work
Three disciplines.
One ReInvention.
Each discipline rebuilds part of how your work happens. Together, they ReInvent your business for what comes next.
Three disciplines
How we work.
We don't sell deliverables. We build a way of working that compounds. Three disciplines, in sequence, until the work itself is different.
01. Strategy
Redesign the work, then the strategy.
We start where most engagements skip. With your teams, mapping every handoff, queue and friction point, then designing what frictionless looks like in your context. From that picture, we build a clear-eyed view of where AI creates real economic value in your business. No vendor allegiances. No off-the-shelf playbook. Sequenced for what your organisation can actually absorb.
02. Implementation
From shortlist to working capability.
We embed alongside your teams and wire the operating model so the work actually changes, not just the slide deck. Use cases move from concept to production with the right governance, the right sequencing, and the change effort the people who do the work need.
03. Impact
Measure what matters.
Hours returned. Margin moved. Decisions improved. We stay until adoption is real and the value compounds without us. The brief ends when the operating model holds on its own.
The synthesis
Together, we ReInvent Work.
Strategy redesigned the shape. Implementation built the capability. Impact proved the value. Three disciplines, one operating model, and a business that runs differently than it did before we started.
Diagnostic
Where are you on your AI journey?
Choose the stage that fits. A senior advisor will sit with you for three short questions, then show you what comes next.
Senior Advisor · ReInvent Work
Synthesis
Four disciplines.
One way of working.
One way of working.
Continue the conversation
This was a diagnostic. The conversation that follows is where the value sits.
Tell us who you are. A senior advisor — not a junior, not a salesperson — will be in touch within two business days, with your diagnostic already in hand.
Received
Thank you, . We'll be in touch within two business days — with your diagnostic already in hand.
No re-introductions on the first call. We have your stage, your answers, and your context. We'll come prepared.
Why us
Senior at every conversation. By design.
ReInvent Work Advisory is a boutique AI consultancy built on more than a decade designing how AI and innovation actually land in organisations. That includes launching best-in-class innovation hubs worldwide and delivering successful engagements across multiple industries. Boutique by choice. The person you speak with is the practitioner who has done the work, not a junior translating someone else's playbook.
10+
Years at the intersection of AI, innovation, and operating model design
Worldwide
Best-in-class innovation hubs designed and delivered
Multi-sector
Successful engagements across industries and company sizes
Begin a conversation