AI Built into a product

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Used where a judgement has to be made per session, and nowhere it is not needed.

The problem

Choosing
what
a
specific
visitor
should
see
is
a
judgement
made
thousands
of
times
a
day
against
changing
context.
It
is
the
kind
of
problem
a
model
is
genuinely
better
at,
and
most
of
the
rest
of
a
business
is
not.

How Aakam approaches it

Applied to the in-session recommendation, where the judgement is real and the feedback is immediate. Not applied to the parts of the business that a rule already answers correctly.

What the product does
  • Per-session recommendation
  • Learning from settled outcomes
Where it matters most