Nearbeat
How it works

From a question to a decision you can trust

A structured, auditable pipeline — not a single pass. Every recommendation shows its reasoning.

  1. 1

    Input

    You state the decision in your own words, or select a suggested prompt.

  2. 2

    Decision type classification

    Nearbeat maps your input to a known decision type and loads any existing history for you.

  3. 3

    Adaptive interview

    Only the questions needed given current confidence — it skips what it already knows about you.

  4. 4

    Structured model

    Your answers become a structured representation — income, timeline, constraints — not just a prompt.

  5. 5

    Parallel dimension scoring

    All five agents score the option independently, with Risk Analyst support.

  6. 6

    Scenario simulation

    Best / expected / worst case, simulated per relevant dimension.

  7. 7

    Counterargument pass

    Devil's Advocate challenges the emerging recommendation before it reaches you.

  8. 8

    Synthesis

    The five scores combine, weighted by what matters most to you, into one recommendation and confidence score.

  9. 9

    Action plan

    Concrete next steps, plus a scheduled outcome check-in.

  10. 10

    Outcome capture

    At the check-in, you confirm what happened — this sharpens the model for next time.