Off-The-Shelf Open Source Software Engineering 
Crunchbase News
NOVEMBER 13, 2024
Roughly 75% of that value will emanate from productivity gains across customer operations, sales and marketing, software engineering, and R&D. LLM customization Is the startup using a mostly off-the-shelf LLM — e.g., OpenAI ’s ChatGPT — or a meaningfully customized LLM? trillion to $4.4 trillion annually.
CIO
APRIL 25, 2025
Bank of America will invest $4 billion in AI and related technology innovations this year, but the financial services giants 7-year-old homemade AI agent, Erica, remains a key ROI generator , linchpin for customer and employee experience , and source of great pride today. We are not trying to write software. Gopalkrishnan says.
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Netflix Tech
DECEMBER 3, 2019
by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! mainly because of mundane reasons related to software engineering. Get started at metaflow.org. We heard many stories about difficulties related to data access and basic data processing.
TechCrunch
MAY 10, 2022
-based companies, 44% said that they’ve not hired enough, were too siloed off to be effective and haven’t been given clear roles. Or they can choose to use a blackbox off-the-shelf ‘AutoML’ solution that simplifies their problem at the expense of flexibility and control.”
CIO
OCTOBER 12, 2023
If your business relies heavily on software engineering, you might consider trying tools that will help support your developers with code creation, such as paired programming. Accordingly, many organizations plan to boost GenAI funding, the survey found. Use the learnings to avoid making similar missteps with GenAI.
Cloudera
JULY 24, 2023
In their effort to reduce their technology spend, some organizations that leverage open source projects for advanced analytics often consider either building and maintaining their own runtime with the required data processing engines or retaining older, now obsolete, versions of legacy Cloudera runtimes (CDH or HDP).
O'Reilly Media - Ideas
OCTOBER 19, 2021
This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. All ML projects are software projects.
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