Reimagining
How People & AI
Work Together
As AI enters the workforce, everything about how work gets done is changing. Inkwell Connect is an applied research lab dedicated to understanding that shift and helping people, businesses, and society adapt.
01 — Definition
We focus on the real-world intersection of AI, people, and productivity — not just what AI can do, but what that means for the humans in the loop.
Inkwell Connect is an applied AI research lab exploring AI's impact on how work is organised, how people collaborate, and how productivity is created and measured.
- How work is organised
- How people collaborate
- How productivity is measured
02 — Context
Why Now?
AI is moving faster than most organisations can keep up with. Models are getting more capable. Tools are getting more powerful. But our job roles, skills frameworks, workflows, and org structures were built for a different era.
As AI becomes a core teammate in the workforce, we need to rethink:
03 — Core Research
We apply, connect, and test the latest AI research to understand its opportunity and impact on how people work.
Human–to–Human Collaboration
How AI can support better communication, decision-making, and teamwork rather than replacing the people involved.
A More Dynamic Labour Market
How AI can help people find work that fits their skills, potential, and context — and help organisations adapt faster to changing needs.
AI-Enabled Organisations
How businesses can redesign roles, processes, and structures for an AI-augmented workforce, not just bolt tools on top of old ways of working.
04 — Output
Projects & Experiments
Designing and running real-world pilots that test how AI changes workflows, roles, and team performance.
Frameworks & Models
Creating practical frameworks that help leaders rethink job design, skills, productivity, and collaboration.
Insights & Stories
Sharing findings, patterns, and case studies that make complex AI topics understandable — and usable.