Hi there, my name is Ian Duke.

I use he/him pronouns

and I direct Equalysis.

A lot of legal investigation

relies on a ton

of manual review

and manual entry.

To scale a lot of these

racial justice

social justice efforts,

it's almost a necessity

to apply machine

learning and AI.

We have a lot of general

use tools, like transcription

apps, databases

that we've collected

where we can preprocess data

that would maybe take

like three months

in a matter of three days.

I definitely don't think

AI solves all of humanity’s

problems like,

you do not

want to have an AI lawyer.

But there are basic

processes in machine learning

that can be

you know,

manually reviewed

and verified by legal teams

that really increase

the efficiency.

So this isn't just plugging

something into ChatGPT.

This is like going deep

into the actual math

of sentence embeddings

to make a product

that's specifically

tailored to a case

and much more reliable

Best possible outcomes for me

is having an investigator

or an attorney say

that they were able

to analyze

something that they weren't able

to look at before Equalysis

services.