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Articles by David Eller
Welcome to the Indicium AI Tech Blog
There has never been more content about AI. Tutorials, threads, frameworks, and hot takes are being published at a pace no one can realistically keep up with. For anyone trying to learn, build, or make grounded technical decisions, that creates a clear problem: separating signal from noise and finding what actually holds up in production. This blog is about the signal.
David Eller to Appear on America's Best Builders TV
David Eller to Appear on America's Best Builders TV FL, UNITED STATES, October 5, 2026 /EINPresswire.com/ -- David Eller, owner of the Phoenix Racing Honda Team and Phoenix Racing ATV Yamaha Team, is set to appear on America’s Best Builders, where he will share insights on building successful racing teams and maintaining strong team chemistry. America's Best Builders is a cinematic business docuseries that shines a spotlight on the blue-collar founders and operators powering the real economy.
Talking Business with Aisha Bowe, Entrepreneur & Former NASA Rocket Scientist
Communications and Strategy Intern, U.S. Chamber of Commerce Entrepreneur and former NASA rocket scientist Aisha Bowe recently made history as one of the five all-female crew members aboard Blue Origin's New Shepard 31 flight. Rick Wade, the U.S. Chamber’s SVP of Strategic Alliances and Outreach, sat down with Bowe to discuss the mission, what motivates her as a CEO, and what’s next for her after traveling to outer space.
Modernizing Data Governance for the Financial Services Industry
For businesses seeking to stay ahead of data compliance requirements, while also taking full advantage of new technological opportunities in areas like AI, now is the time to overhaul financial data governance. When it comes to data governance, the standards that businesses in the financial services industry must meet are especially high due to the strict regulatory requirements that impact financial data management.
Modernizing Data Governance for the Financial Services Industry
For businesses seeking to stay ahead of data compliance requirements, while also taking full advantage of new technological opportunities in areas like AI, now is the time to overhaul financial data governance. When it comes to data governance, the standards that businesses in the financial services industry must meet are especially high due to the strict regulatory requirements that impact financial data management.
Letter to Congress Opposing Income Tax Increases That Would Harm Main Street Businesses
Dear Chairmen Smith and Crapo: As long-time Main Street champions, we encourage you to stand strong and oppose any effort to increase income tax rates, including recent proposals to raise the top individual rate to 40 percent. This idea is presented as a modest adjustment affecting only the wealthiest Americans, but it would disproportionately harm hundreds of thousands of pass-through businesses organized as S corporations, partnerships, and sole proprietorships.
Letter on the Nominations of Bill Briggs to be Deputy Administrator of the SBA and Casey Mulligan, Ph.D. to be Chief Counsel for Advocacy at the SBA
To the Members of the United States Senate: As the U.S. Senate considers the nominations of Bill Briggs to be Deputy Administrator of the U.S. Small Business Administration (SBA) and Casey Mulligan, Ph.D. to be Chief Counsel for Advocacy at the SBA, the U.S. Chamber of Commerce offers the following observations. We urge quick consideration of these qualified individuals’ nominations and look forward to working with them upon confirmation.
U.S. Chamber's Rick Wade Discusses Growth Plans with Perkins
Communications and Strategy Intern, U.S. Chamber of Commerce Fuddruckers made its return to the nation’s capital this month, opening a two-level restaurant in Chinatown and plans to expand further to new markets including Baltimore and Charlotte. Rick Wade, the U.S. Chamber’s SVP of Strategic Alliances and Outreach, sat down with Fuddruckers President and CEO Nicholas Perkins to talk about his career inspirations, challenges, and the burger chain’s new growth.
Dear Secretary Bessent: The undersigned organizations, representing millions of Main Street businesses operating in every industry and community in America, applaud the Department of the Treasury (Department) and the Financial Crimes Enforcement Network (FinCEN) for issuing the interim final rule on March 21, 2025, which revises the beneficial ownership information (BOI) reporting requirements under the Corporate Transparency Act (CTA).
Small Business Index shows inflation is top concern in 2025
Senior Writer and Editor, Strategic Communications, U.S. Chamber of Commerce The MetLife & U.S. Chamber of Commerce Small Business Index for Q1 2025 fell to 62.3 this quarter from 69.1, falling back in line with where sentiment stood one year ago as small business owners reported lower levels of business health and cash flow. Notably, concern for inflation reached a new high with 58% reporting it as a top concern this quarter, while concern about revenue increased 10 percentage points to 35%.
Revenue Concerns Surge as Inflation Remains Dominant Challenge for Small Businesses
Washington, D.C. — Small business owners reported a dip in confidence this quarter across measures of business health, cash flow, and increases in staff, according to findings from the Q1 MetLife and U.S. Chamber of Commerce Small Business Index. Notably, concern for revenue increased by 10 percentage points to 35%, reaching the highest level of concern since Q3 2021 (34%), when tracking of this measure began.
A Practical Approach to Data Mesh Implementation
It’s easy to make the case for building a data mesh within your business. By enabling a decentralized approach to data management, data meshes can improve agility, reduce bottlenecks, and help teams make decisions based on the most recent, accurate information. What’s often harder, however, is actually implementing a data mesh — and not only because of the technical complexity of data mesh technologies. Businesses must also navigate cultural, financial, and organizational hurdles.
Small Business Owners Tell Congress How ‘All Policy Is Local’ When It Comes to Tax Bill
Without congressional action, the U.S. taxpayers will face the largest tax increase in American history at the end of the year, when many important provisions of the 2017 Tax Cuts and Jobs Act (TJCA) are scheduled to expire.
Letter on Introduction of the Prove It Act
This letter was sent to The Honorable Joni Ernst, Chair, Committee on Small Business and Entrepreneurship, to applaud her introduction of the Prove It Act that would reduce the burden of federal red tape on America's small businesses. 250211 Hill Prove It Act Chair Ernst
Exploring the DeepSeek Conundrum Original
DeepSeek’s rise has created a significant disruption in the AI space, challenging traditional models that rely on expensive infrastructure. Recently, the AI landscape was rocked by the debut of DeepSeek, a Chinese startup offering a radically more accessible and efficient AI model. With promises of drastically reduced costs and simplified hardware requirements, DeepSeek has sparked widespread attention. Below, we explore the key questions surrounding this disruptive technology.
5 Actionable Practices for Putting Data Democratization Into Practice
There has been plenty of talk in recent years about the concept of “democratizing data” – which means giving everyone in the organization, not just data scientists and IT professionals, the ability to access and analyze business data to drive effective decision-making. There is also plenty of high-level guidance on how to democratize data. It often centers on practices like providing employees with no-code data analytics tools or self-service Business Intelligence (BI) features.
6 actionable practices for putting data democratization into practice
There has been plenty of talk in recent years about the concept of “democratizing data” – which means giving everyone in the organization, not just data scientists and IT professionals, the ability to access and analyze business data to drive effective decision-making. There is also plenty of high-level guidance on how to democratize data. It often centers on practices like providing employees with no-code data analytics tools or self-service Business Intelligence (BI) features.
Unlocking Advanced Uses of Generative AI
It has been about two years since generative AI technology exploded onto the radars of most businesses following the release of ChatGPT in late 2022. In that time, the vast majority of organizations have embraced genAI technology at least to some extent. Gartner found that as of January 2024, nearly two-thirds of businesses were using genAI, a number that has almost certainly only increased since that time.
The Germans Have Landed
It is October 1683. In a temporary cave-dwelling on the high banks of the Delaware, a German Mennonite family and several German Quaker families cast lots for parcels of land. The settlement they are founding—Germantown—will play a crucial role in the early history of the American Anabaptists. A wave of German immigrants began landing at the port city of Philadelphia in the late 17th and early 18th centuries.
4 Reasons To Buy Mattel Before The Weekend
Mattel (NASDAQ:MAT) has been sitting at a crossroads and the share price reflects it with a 20% YTD decline as of Monday's close. However, I believe this downward spiral is days away from reversing as the absence of a negative event combines with 1) a substantial near term catalyst and 2) hope for longer term legacy brand leverage.
GE: Don't Scoop Up Shares Just Yet
GE isn't a growth stock. Since the peak in 2007, the stock price is down 35% and in this 10 year period, the average revenue growth has been -2.75%. Clearly, long term investors are in for the yield and there are indications that it may be in jeopardy. Yesterday, General Electric's (NYSE:GE) Jeff Immelt, addressed investors at the EPG conference in Florida, one of only two times he speaks to investors publicly each year. This year he dropped a bombshell.
Amazon's Dirty Little Secret, Free Same Day Delivery Isn't Free
It's no surprise that Amazon's (NASDAQ:AMZN) customers are embracing last week's free same-day shipping announcement. Who wouldn't want to spend more time with their family rather than run errands? Time is a valuable commodity and many people are willing to pay a little extra for convenience which is good, because the cost of free shipping may be embedded in the price of the items.
RAX: Setting A Low Bar
Rackspace (NYSE:RAX) announced quarterly results that were in line with guidance but below Wall Street expectations. The bigger problem though was financial guidance showing a 10% sequential drop in revenue for the coming quarter, which had the effect of taking $7 or 13-1/2% out of the share price.
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