From 3925d9a791bad1a568d33adf2062f9de0332b25f Mon Sep 17 00:00:00 2001
From: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com>
Date: Mon, 30 Sep 2024 18:07:32 +0200
Subject: [PATCH 1/4] Draft
---
.../Service/Morningstar/Header/index.jsx | 24 +
.../Morningstar/Header/styles.module.scss | 97 +++
.../Morningstar/Integrations/index.jsx | 37 ++
.../Integrations/styles.module.scss | 556 ++++++++++++++++++
.../Service/Morningstar/Study/index.jsx | 151 +++++
.../Morningstar/Study/styles.module.scss | 214 +++++++
src/pages/case-studies/morningstar.jsx | 24 +
static/img/site/Morningstar.svg | 9 +
static/img/site/morningstar-avatar.png | Bin 0 -> 660053 bytes
static/img/site/morningstar-results-01.png | Bin 0 -> 77838 bytes
static/img/site/morningstar-results-02.png | Bin 0 -> 52093 bytes
11 files changed, 1112 insertions(+)
create mode 100644 src/components/Service/Morningstar/Header/index.jsx
create mode 100644 src/components/Service/Morningstar/Header/styles.module.scss
create mode 100644 src/components/Service/Morningstar/Integrations/index.jsx
create mode 100644 src/components/Service/Morningstar/Integrations/styles.module.scss
create mode 100644 src/components/Service/Morningstar/Study/index.jsx
create mode 100644 src/components/Service/Morningstar/Study/styles.module.scss
create mode 100644 src/pages/case-studies/morningstar.jsx
create mode 100644 static/img/site/Morningstar.svg
create mode 100644 static/img/site/morningstar-avatar.png
create mode 100644 static/img/site/morningstar-results-01.png
create mode 100644 static/img/site/morningstar-results-02.png
diff --git a/src/components/Service/Morningstar/Header/index.jsx b/src/components/Service/Morningstar/Header/index.jsx
new file mode 100644
index 0000000000..c086d44fce
--- /dev/null
+++ b/src/components/Service/Morningstar/Header/index.jsx
@@ -0,0 +1,24 @@
+import Link from '@docusaurus/Link';
+import React from 'react';
+import styles from './styles.module.scss';
+import { LinkButton, ButtonContainer } from '/src/theme/Buttons';
+
+export default function StudyHeader() {
+ return (
+
+ How Morningstar built a trustworthy, AI-driven financial data
+ platform with Weaviate
+ Building an Intelligence Engine
+
+ Morningstar chose Weaviate's vector database to build its highly + accurate and scalable Intelligence Engine Platform, offering users + reliable, AI-driven financial research tools and transparent, + dynamic document search capabilities. +
++ Over the last 40 years, Morningstar amassed an extensive + collection of proprietary financial data. Morningstar has sought + to further empower investors that rely on its data by developing + an advanced research assistant AI application. According to + Benjamin Barrett, Morningstar’s Head of Technology, Research + Products, building a chatbot on that data “looks like magic, but + when you start peeling back the layers of the onion, you have to + ask, is it actually accurate? Is it pulling the latest, greatest, + most relevant data? Are our answers robust and complete?” +
++ {' '} + As his engineering team worked with Morningstar’s Quantitative + Research team to build their Intelligence Engine Platform, they + had to ensure an incredibly high level of accuracy in order to + maintain their users’ trust. “We want to have one single source of + truth. Our whole mission is to empower investor success. And the + way to do that is to give them reliable, trustworthy financial + data.” +
+ ++ In early 2023, Morningstar saw early success in experiments with + LLMs and snippets of their own data. They quickly realized the + potential of using AI to harness decades of longform research + content and real-time data with RAG, and started their search for + the right vector database. +
+Why Morningstar chose Weaviate:
++ With Weaviate, Morningstar was able to build their{' '} + + Intelligence Engine Platform + + , a product which solves a challenge facing today’s financial + services firms: how to easily create and customize AI applications + built on a foundation of trusted financial data and research. The + Intelligence Engine also powers a variety of workflows, APIs, and + chat interfaces across Morningstar’s own product ecosystem – + including Mo, it’s investment research-assistant chatbot – for + both internal and external users. +
+ + ++ The Morningstar Intelligence Engine has allowed hundreds of + applications to be created in house that are powering internal use + cases and external workloads across our diverse portfolio of + products. +
++ Morningstar was able to launch their Weaviate-powered investment + research assistant, Mo, within weeks to empower both financial + professionals and individual investors to conduct investment + research with greater ease. +
++ Dynamic, context-aware document chunking and cited source + transparency improves the relevance, accuracy, and trustworthiness + of AI-generated answers. +
++ Internal users can create their own applications by building a + corpus of documents and using a chat interface to interact with + that information. +
++ “Through our Corpus API connected to Weaviate, users can build + very powerful, low latency search engines in minutes with little + to no code. Users can then also test different search algorithms + without having to worry about re-indexing their data or that + infrastructure at all.” +
+Aisis Julian
+ Senior Software Engineer, Morningstar ++ Morningstar, Inc. is a + leading global provider of independent investment insights. + Morningstar offers an extensive line of products and services for + individual investors, financial advisors, asset managers and + owners, retirement plan providers and sponsors, and institutional + investors in the debt and private capital markets. Morningstar + provides data and research insights on a wide range of investment + offerings, including managed investment products, publicly listed + companies, private capital markets, debt securities, and real-time + global market data. +
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