DYUK listens to team conversations as they happen, detects when the collaboration process is breaking down, and intervenes in real time to help groups reach clearer decisions and stronger execution.
Not another meeting assistant. DYUK does not just document the conversation after it ends. It helps improve the outcome while it is still happening — inside the tools your teams already use.
Teams talk, but the conversation often fails to create momentum: priorities blur, decisions remain implicit, ownership stays unclear, and managers discover the execution gap too late.
The group moves away from the real decision without noticing it.
People leave the same meeting with different assumptions about what was decided.
Actions are mentioned but not owned. Deadlines remain vague. Follow-through becomes risky.
Sparki is DYUK's AI intervention agent, continuously monitoring collaboration and stepping in only when it can improve the outcome.
Instead of simply observing meetings, Sparki analyzes collaboration signals and helps teams stay focused, resolve decisions, clarify ownership, and improve execution in real time.
Detects when conversations drift. Brings everyone back.
Identifies misunderstandings before they become mistakes.
Recognizes when important voices are missing.
Highlights unresolved decisions before the meeting ends.
Ensures every action has a clear owner.
Surfaces missing timelines.
Stops circular discussions.
Keeps the discussion centered on the agenda.
+40 additional specialized detectors
Sparki joins your existing stack — no new tool for your team to learn.
Every voice, decision, and shift in topic is read as it happens.
Focus, ownership, alignment, and 40+ more signals run continuously.
Sparki steps in only when a signal crosses the threshold — not on a schedule.
Clear, structured outcomes replace another transcript to read later.
Ownership is clear. Deadlines are visible. Nothing drops.
After the conversation, DYUK helps managers see where work is moving, where it is stuck, and where process risk is forming.
DYUK analyzes collaboration patterns, not employee performance. The goal is to reveal process friction, not evaluate individuals.

We're building the future of AI-powered collaboration, combining deep product thinking, engineering, and business experience.
See what Sparki would have noticed in one of your meetings. Bring a meeting transcript and let's check it out
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