#accuracy in #AI assisted #investment #analysis happens when humans hand label core items typically required in #investmentanalysis. In other words firstly teach and direct the algo accordingly. That also means team consists of #investment #executives and #deveng #CTO

For a usecase as #investmentanalysis #classifiers have to be #domain specific

#heuristics by definition underpins a well #tuned parser program. Key - team must understand the basic logical flow that the expert human will take to get to the expected outcome. #AI assisted #investmentanalysis #CTO #DataEngineering

Discovering #patterns in #unstructured #data quickly is the #holygrail #AI assisted #investmentanalysis

Taking a #generalizedmodel down an #unsupervisedlearning path in the first instance will only create ‘dumb’ results for your #human #experts. First ‘constrain’ the #generalizedmodel with #supervisedlearning - leads to better #augmentation. - Step 3

The concept of #containerization not only improves control of which data gets into an engine, it also improves security as you control who within the organisation gets access to what data. #modular #design - Step 4 #ai assisted #investment #analysis

Don’t despise your days of small beginnings. I never thought starting my operational career analysing #investment #portfolios of all sorts and being tasked with #manager #databases as painful as it was, would provide the in-depth understanding that one needs today to create

#dataquality should be your #mantra , all the time #ai assisted #analysis #investment #management, #research #idea #generation #NLP

With #innovation comes #conflict. Nothing like a ‘vacuum market’. Something’s gotta move for the new product to gain dominance. Welcome to a new week where we continue to push and prove! 💪🏽🚀 #founders

Remember #GIGO garbage in, garbage out! As we’re still in 2024 (not 2050), AI is still learning from us. #humans. If the #data is all over the place, you’ll get garbage outputs. This tech is not magic! At least not yet.

2/ equally if data is all over the place right now, don’t expect miracles to happen with your #AI #engine and by the way, don’t expect #AI to arrange the data the way you want it either if it’s not been trained to do so intelligently. It’s still 2024 🤔

How do you / your company primarily organize files on devices #fridayfun #insights #investmentfirms #productivity #FutureOfWork #finserv Plainr

#Sentiment #analysis with #trend analysis reveal #patterns quickly that can support #ideageneration for #investment #managers . The supporting #unstructured #data must be transformed properly and the #trend #models must follow #first & #fundamental #principles #data

Taking time to ensure your building is wired properly is boring but without this step and that care, your house will not light up, worst case, it would burn down. We Plainr are happy to focus on what you would perceive as boring. Thank you very much! 🫶 #founders #vc

Sharon Goldman FORTUNE Jeremy Kahn Arvind Narayanan I would say this - for #enterprises, the #proprietary data is no where near #genai ready so outputs are coming out too generic for many. But that’s changing Plainr

This Friday, I’ll be joining #techbehindfintech #podcast at 12noon ET. We’ll discuss if #assetmanagers #privateequity firms are ready for #AI .#join us ⁦Plainr⁩ 🗣️🗣️🗣️👇🏽👇🏽 ⁦CAIA Association⁩ ⁦CFA Institute⁩ #joinus linkedin.com/posts/tech-beh…

Congratulations to our Concept Capital Pitch Competition winner Lydia Ofori and her company Plainr 🎉 As part of TEDCO’s Concept Capital program, Plainr will receive a $50,000 investment to grow its business. #TEDCOExpo #ConceptCapital

Do you remember when you joined X? We do! #MyXAnniversary 🫶

A transition from static, point-in-time analyses of companies and markets to continuous measurement creates room for new kinds of private markets investors. Access, proprietary data, and ability to create value will still matter, but how firms use these things will look