Eliminate coordination work. Reclaim your time with automation and AI.
Practical systems that remove busywork across teams, tools, and workflows — without hype or fragile prototypes.
Modern work isn’t broken by effort.
It’s broken by coordination.
- Status updates
- Manual handoffs
- Chasing information across tools
- Copy-pasting between systems
- Meetings that exist just to align
Automation isn’t about doing more. It’s about removing work that shouldn’t exist in the first place.
How Qu2rk.io approaches automation
Eliminate coordination work
Automate the glue work between people and systems — status, routing, synthesis, and follow-ups.
Human-in-the-loop by design
AI assists. Humans decide. Systems are built for trust, review, and override.
Reliability over novelty
If it breaks, it’s worse than manual. Every system is designed to run in the real world.
How Qu2rk.io helps
📘 Learn
AI Productivity Systems
Reclaim 10+ hours per week by eliminating coordination work through practical automation systems.
🛠 Work with me
Strategic automation consulting for teams and founders who want systems that actually run.
🚀 Use the tools
Micro-SaaS products designed to reclaim focus and time — not create more work.
25+ years in software, data, and machine learning · Systems saving teams 20–60+ hours per month · Built for PMs, ops, HR, and founders