Skip the enterprise
AI mistakes.
Build what works.
I've spent years inside large organizations watching AI projects fail — not because of the technology, but because of how it was adopted. Now I bring those lessons to businesses that can't afford to make the same mistakes.
Most AI consultants build.
I help you avoid rebuilding.
I'm not a data scientist. I'm not a developer. What I am is someone who has spent years at the intersection of technology and people — managing software teams, facilitating delivery, and watching what actually happens when organizations try to adopt AI at scale.
I've seen the six-figure pilots that never made it to production. The tools bought and never used. The teams that got the technology but not the change management to go with it.
Large enterprises can afford those mistakes. Small and medium businesses can't. That's why Lean Edge exists.
Services built
for where you are
- →Workflow and bottleneck mapping
- →Top 3–5 AI opportunities with ROI framing
- →Tool recommendations specific to your stack
- →A clear "what next" implementation plan
- →No-code and low-code AI tools setup
- →Workflow automation (Zapier, Make, n8n)
- →AI assistant configuration for your team
- →Team onboarding and adoption support
- →AI readiness assessment
- →Data and infrastructure gap analysis
- →Build vs buy vs partner decisions
- →Ongoing advisory retainer available
How it works
delivery & teams
I'm not a data scientist.
That's the point.
“I help founders and business owners who know AI is important but don't know where to start — or who've started and gotten stuck.”
I've spent years at the intersection of technology and people — managing software teams, facilitating delivery, and watching what actually happens when organisations try to adopt AI at scale.
I've seen the six-figure pilots that never made it to production. The tools bought and never used. The executive sponsorship that evaporated the moment a project got hard.
Large enterprises can absorb those mistakes. Small and medium businesses can't.
That's why I started Lean Edge. You don't need an army of consultants or a 6-month strategy engagement. You need someone who can help you identify the right problem, find the right tool, and make it stick with your team.
Let's find out where AI fits in your business.
The best place to start is a conversation. Tell me a bit about your business and what's on your mind — I'll come back to you within one working day.
Not sure where you stand? Take the 2-minute AI Readiness Assessment.