Reasoning & decision

The decision that sits between signal and action.

Many systems can collect signals. The real work is the decision: what is the best action in this moment, for exactly this person? That's the reasoning layer — traceable, not a black box.

For every context GRVITY scores several options and picks the best — and that's a different one depending on the situation.

How GRVITY decides
01

Assemble context

GRVITY pulls in everything that matters: profile, history, fresh signals and your Company-Brain.

02

Form options

From your building blocks comes a list of possible actions — from 'do nothing' to 'personal outreach'.

03

Score

Each option gets a score from expected value and cost — within your rules.

04

Choose & justify

The best option wins, with a clear reason. No guessing, no gut feeling.

05

Learn

The outcome flows back: what works wins more often in comparable situations.

What goes into the score

Six things GRVITY weighs — on every decision.

Expected value

How likely is this action to move the goal closer?

Timing

Is now the right moment — or is later better?

Channel fit

Where is this person best reachable right now?

Fatigue & frequency

Has too much been sent already? Then stay quiet.

Consent & rules

What's allowed? Anything not allowed drops out immediately.

Margin & cost

What does the action cost — and is it even worth it?

Two fair questions
Why not just fixed rules?
Rules are great for limits — but across thousands of combinations of person, moment and channel, if/else falls apart. GRVITY uses rules as guardrails and decides within them by scoring, not by a rigid rulebook.
Isn't this a black box?
No. Every decision comes with a reason and a score and lands in the append-only log. You can always see why GRVITY decided the way it did — and route critical cases through a review.
Old world → New world

The old way — and the way with GRVITY.

Old worldRigid if/else rules that break on every exception.
New worldScoring in context that can handle exceptions.
Old worldThe same standard action for everyone.
New worldThe best action per person and moment.
Old worldBlack box — nobody knows why something happened.
New worldEvery decision with a reason in the log.
Built from these blocks working together

See the decision on your data.

In a short demo we walk through a real decision step by step — on your setup.