So with that, I'll hand it over to my colleague Zeba.

Thank you so much, Manisha.

That was a great overview of what we found in the rapid review.

As mentioned in the beginning of the presentation, I would be building on the evidence Sorry yeah so I would be building on the evidence that has been found out in the rapid review and next slide so yeah, these are the complementary methods case studies deep dive stakeholder engagement and the idea was to unearth.

More narrative style information from the evidence that we've generated through the rapid review and horizon mapping is essentially some conclusive insights in terms of what could be the focus of policy in future next slide please.

So in the interest of time, I'll quickly walk you through.

So the idea behind having these case studies was to essentially pick different funding models or to actually look at different AI implementation model across different contexts and also have one global study, which is the digital green case study.

Sure,