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The Future of Context

Stop Organizing. Start Reflecting.

TOPDUK Workspace combines frictionless, tap-and-talk data capture with the Reflection Engine to give you actionable insights, not just notes. Your data, mirrored back to you.

See Your Data Differently

Frictionless Workflow. Perfect Context.

Capture notes, time, and finance entries in seconds without ever leaving your main view.

Voice-to-Text Auto-Save

Optimized for short bursts of thought. Speak for a few seconds, pause, and the note is instantly transcribed and securely saved. Perfect for capture on the move.

Tap/Click Entries

Log time (start/stop) or financial entries (income/expense) directly from the Workspace. No forms, no deep menus—just instant data logging for the TRE to analyze.

The Unified Workspace

All primary actions—Notes, Time, Finance, and AI Query—are available on a single, responsive screen. Maximum utility with minimal navigation friction.

Reflection Engine

Your Data is Smart. Your AI Should Be Too.

The Reflection Engine is engineered to replace manual categorization and tagging. By seeing your notes, time logs, and financial records as one complete story, it generates insights unique to you.

  • Contextual Recall: Instantly get accurate answers to questions like, "What did I commit to for the 'Paris Trip' project, and how much did I spend on it?"
  • Quantifiable Summary: The TRE acts as a mirror, providing simple, factual summaries: ("You spent 12 hours on 'Website Projects' last week.")
  • Dedicated Chat: Use the dedicated AI Chat page for deep, conversational analysis of your historical data and personal trends.

Reflection Engine Insight

"How many total hours have I logged on the 'Novel Writing' goal? 55 hours over the last 7 weeks."

Ready for Contextual Intelligence?

Unlock the full power of the Reflection Engine by signing up now.