humanify.
Designing the way people and AI collaborate to do great things.
AI and your organisation
Code is the easy part.
Culture and change is the work.
Realising AI’s value requires an organisation designed for human-machine collaboration.
Workflow & human AI interaction
Are you thinking about new ways of working, best use-cases & how roles might reshape with AI?
Organisational structure
Are your teams structured to succeed in this fast changing landscape?
Culture, ethics & governance
Are the guardrails in place for people to move fast and stay safe?
Does your setup give your people the opportunity to use their unique strengths and judgement?
Your people & capability
We help you bring your people & operations together to build the foundations your business needs to realise the potential of AI.
Challenges facing organisations in realising value with AI
The organisation:
Rethinking work
88% of firms have adopted AI, but only 6% are redesigning their structure. Those who do are 1.6x more likely to succeed. (Stanford (2026), Deloitte (2025/26)
Effectiveness comes from rethinking how work happens when the tools move faster than the process.
The people:
Protecting the mind
As AI does more, humans switch off leading to a 19% drop in the quality of their own work. (HBS/BCG).
Focusing on efficiency damages how people work. Human judgment must be protected, or your team loses the ability to think for themselves.
The AI:
Oversight
Many rely on AI output without evaluating accuracy (66%) & make mistakes in their work due to AI (56%).(MIT/ArXiv 2026)
As we move from chatbots to autonomous agents, human oversight becomes the only way to manage quality, the system scales errors as quickly as it scales work.
For a complete list of sources or to request our detailed research report, please get in touch.
The data from Stanford and MIT is clear: the gap between the best and the rest isn't the technology you buy. It's the fit you design.
If you bolt AI onto an old way of working, you hit a wall. If you redesign the system to sync with the machine, you get a multiplier effect. We work with you to make that happen.
How we work
As organisation designers and facilitators, we work alongside your teams, letting your organisational knowledge and expertise shape every decision we make together - so your business is designed from the inside out to realise the potential of AI.
Diagnostic
we start fast
A cross-functional workshop to audit your data and ROI, followed by top-to-bottom interviews.
We map your true maturity and find the gaps.
Alignment
we plan together
We bring Tech, HR, Ops, and Risk into the same room to co-create the blueprint.
We are on the same page.
Implementation
we make it real
We pilot, iterate, and deploy. We are with you until the system works.
You get an organisation that performs.
About us
We’ve worked with organisations through every major technology shift since the dawn of the Internet!
Sarah Stokes
Sarah has spent 25 years leading design teams at companies like Atlassian, Westpac, and Domain, building high-performing teams, navigating organisation change, from hands-on work to strategic leadership.
She holds a Master's in Business Coaching, bringing both lived experience and coaching methodology to her work. Her focus is on the skills that matter in leadership: systems thinking, judgment, influence. As technology moves faster, the human skills become more valuable, not less.
Karina Smith
Karina has over 20 years of experience helping organisations adapt and thrive in complex systems. Integrating her qualifications in psychology, design, and technology, she helps organisations improve how they function and adapt.
Karina translates strategy into practical, lasting outcomes. Having worked with organisations spanning finance, technology, healthcare, and government, she is known for a direct, grounded approach that ensures changes hold in practice.