If a decision is questioned tomorrow, could you show what was known at the time?

When reconstructability fails, defensibility fails.


Most organisations only discover this during audit, regulatory review, or legal challenge.

And that is often where personal and organisational exposure begins to emerge for those responsible for the decision.



If you cannot reconstruct the decision context,

you cannot evidence its reasonableness.

And when scrutiny arrives,

that gap is where protection can fail when it’s needed most.



Verification isn't re-running AI.

It’s replaying the basis for the decision - exactly as it was.


Same inputs.

Same intermediates.

Same process.

Same output.


Nothing recreated.

Nothing approximated.


This is what makes decisions reconstructable and defensible.

Insighted enables decision reconstruction under review.

Powered by a decision accounting architecture that records, preserves, and replays the analytical basis of decisions.



Decisions need a black box.


A decision happens once.

Investigators don't ask: "Would it behave the same today?"

They ask: "What exactly happened then, and can it be reconstructed?"

That is what a black box preserves - exactly as it happened.
And what verification must replay - exactly.

This is the principle Insighted applies to analytically mediated decisions.



Gavin Neal - Founder, Insighted


Developing systems for reconstructing and verifying analytically mediated decisions under review.



How this is made possible.


Record the outcome
Preserve the analytical basis
Recompute for verification

Decisions are not explained
They are replayed - exactly


Most decisions today cannot be replayed this way.

Think of a recent decision you were involved in,

Could you reconstruct exactly what was known at the time?

This gap is usually only discovered
when someone is asked to account for the decision.

If you can’t reconstruct it now,
you won’t be able to reconstruct it later.


Test one of your decisions under review conditions

A private, confidential discussion to examine reconstructability
It does not provide legal, audit, or assurance opinions.

What was actually available at the time

What analytical basis was preserved

Whether that basis can be reconstructed today


Reviewed directly. No automated responses.


Board-Level Briefing

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