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How Decodo Helps to Scale Data Collection for AI Agents

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Vilnius, Lithuania, 4th June 2025, ZEX PR WIRE, Decodo, a leading platform for testing, launching, and scaling web data projects with proxy and scraping solutions, has introduced new tools and best practices to help companies scale data collection tailored for AI agent development.

AI agents, from customer support bots to autonomous research assistants, are only as effective as the data they consume. For fast-growing businesses, the challenge isn’t just building the model. It’s collecting and maintaining high-quality data in real-time.

Why scaling data collection matters

Most AI projects fail not due to modeling limitations, but because of poor data infrastructure. Training AI agents requires a continuous stream of structured, relevant data that evolves together with user behavior. Without scalable data pipelines, agents can quickly become outdated, biased, or unreliable.

“AI agents thrive on fresh, purpose-driven data,” says Vytautas Savickas, CEO at Decodo. “We’re helping users build solutions that don’t just collect more data, they collect better data.”

Gathering scalable AI-ready data

AI agents must serve a specific function, whether it’s generating insights, automating decisions, or interacting with users. For example, if an agent is meant to summarize news content, training it on generic product reviews will fail. Domain-specific, context-rich data is key here.

Data collection flows need to adapt to how the AI agent performs in production. Most tools need to integrate feedback loops that analyze irrelevant outputs and user corrections, feeding these back into the training pipeline to improve agent accuracy and resilience.

Manual data gathering can’t keep up with AI needs. Decodo proxy and scraping solutions enable ethical automation at scale. From extracting structured data from public web sources in real time to downloading videos from various platforms for AI training, the company helps businesses scale their data collection tools.

Further enhancing the tech stack

Solutions like Decodo’s recently introduced AI Parser that automatically presents easy-to-digest data help reduce technical overhead while enhancing data accuracy and ensuring faster integration into AI training workflows. Raw, unstructured web data is converted into clean, structured formats, making it usable for machine learning pipelines. With fewer preprocessing steps and streamlined data preparation, teams can allocate more resources to model development, experimentation, and scaling AI agents in various production environments.

Unlocking AI agent potential with smarter data infrastructure

As AI agents evolve from experimental tools to business-critical systems, the data collection infrastructure has to evolve with them. For businesses looking to unlock the full potential of their AI agents, scalable, intelligent data collection isn’t just an advantage – it’s a must. And various data collection solutions available in the market improve the AI agent training process.

About Us

Decodo (formely Smartproxy) is a leading provider of reliable and high-performance proxy and web scraping solutions for businesses, developers, and data-driven teams. With a global pool of over 120 million residential, mobile, and datacenter IPs, Decodo helps users collect public web data efficiently and anonymously at scale.

https://decodo.com

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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Press Release

Stage Point Europe Launches Its RWA Token $SPET, Setting it up as a Bridge Between Crypto and Real Estate

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Stage Point Europe innovates traditional finance with its launch of the $SPET token, making a revolution in real-world asset (RWA) investments through NFTs, smart contracts, and tokenized real estate access.

This week was STORMING after CONFIDENTIAL documents leaked the creation of a new RWA token by top-tier American investors. 

An RWA token backed by institutional giants and real estate wealth. With a very first listing on BitMart and expansion to Tier 1 exchanges, $SPET is poised to change the way individuals invest in real estate, leveraging NFTs and smart contracts to tokenize ownership and unlock secure, transparent income streams. Insiders are ALREADY calling it “the next 100x gem.” with a potential for the decades long token growth future. 

THE SPET WILL LEAD THE REVOLUTION OF THE REAL WORLD ASSET TOKENISATION. 

The launch follows a series of high-level leaks suggesting that American financial elites are quietly fueling a new phase in crypto infrastructure. The speculation has now materialized: $SPET is here, and Wall Street is watching.

SPET leads the RWA movement with a hybrid system that combines the tradition of real estate with the flexibility of digital assets. 

How it works:

  1. Buy an NFT on stagepoineurope.com and SPET on BitMart and other exchanges; 
  2. Stake your NFT and SPET;
  3. Earn rewards in stablecoins and $SPET tokens;
  4. At the end of staking, we BUY BACK your NFT.

You receive your original investment back, plus interest in stablecoins and additional $SPET tokens.

You receive the profit as if you were the OWNER of the REAL ESTATE in the U.S. 

At the end of the staking period, Stage Point Europe buys the NFT back, guaranteeing full principal return, accrued interest, and token rewards.

As analytics reported this project is:

  • The First RWA using NFTs backed by real estate;
  • The First to offer public RWA tracking in real time;
  • The First staking model where you receive back your full NFT value plus interest;
  • The First token backed by BILLION-dollar Wall Street players.

“We are the first project that turns the full value of an NFT at the end of the staking period,” said Whitney Quillen, CEO and Founder of Stage Point Fund. “Our system is backed by real estate, driven by compliance, and scaled through innovation.”

Unlike other RWA ventures, Stage Point Europe offers complete public transparency. Every dollar invested is traceable in real time via their open tracking dashboard, offering peace of mind and verifiable guarantees.

Stage Point Capital, LLC, based in the United States and managing over $70 million in assets, acts as the corporate guarantor. With a portfolio of income-generating real estate and secured loans, Stage Point Capital has delivered consistent yields to investors for more than a decade. SPET aims to lead a 50 trillion real estate market in the US.

WHO IS BEHIND STAGE POINT?

WHITNEY QUILLEN – CEO & Founder of Stage Point Capital

  • Currently manages a fund exceeding $80 million in assets.
  • Successfully closed real estate transactions totaling over $3.5 billion.
  • Driving the launch of the most ambitious RWA infrastructure developed to date.

JAMES D. MARVERTESLA’s First Institutional Investor (NASDAQ:TSLA)

  • Former member of Tesla’s Board of Directors.
  • Co-founder of VantagePoint Capital, managing approximately $5 billion in assets.
  • Instrumental in high-profile exits, including Nokia, Google, Cisco, Myspace, and Alcatel.
  • Now fully backing $SPET with extensive strategic support.
  • Stage Point Capital’s  Adviser and Shareholder

JARETT LILLIAN – President of WISDOM TREE Investments (Wisdom Tree,inc. NASDAQ:WETF $127 billion AUM)

  • Pioneer of the Spot Bitcoin ETF.
  • Serving as a strategic advisor to Stage Point Capital, which is a corporate guarantor of Stage Point Europe. 
  • Bridging the gap between Wall Street and Web3 initiatives.
  • Stage Point Capital’ advisor (Advisory Board)

Whitney Quillen has committed over $3.5 billion in real estate deals through Stage Point entities and are now channeling that momentum into digital finance.

The funds collected from NFT sales are invested in U.S.-based real estate assets. Profits from rental income, appreciation, secured loans, and development projects power the returns.

Stage Point Europe operates with a VASP license in Europe and utilizes a fully compliant infrastructure. Its legal and financial operations are supported by audits from CertiK, KYC compliance by SumSub.

The $SPET token benefits from a unique financial engine: every stablecoin invested creates 2–3x liquidity through refinancing with traditional banks and U.S. institutions. This liquidity loop allows the project to scale within the $50 trillion U.S. real estate market while maintaining balance and delivering investor yields.

With a goal to reach $300 billion in market capitalization, the $SPET ecosystem is designed for sustainable growth. Key Allocations include NFT Rewards, Public Offering, IEO, Airdrop, Treasury, and Partner Incentives.

For more information, visit https://stagepointeurope.com.

About Stage Point Europe 

Stage Point Europe is a registered virtual asset provider focused on unlocking real estate investment through digital innovation. The platform offers NFT staking, SPET token rewards, and transparent infrastructure backed by its U.S.-based guarantor, Stage Point Capital, LLC.

Join the conversation on:

Telegram: https://t.me/stagepointeurope

X: https://x.com/StagePointEU

Discord: https://discord.com/invite/XWyXtCZyTW


Media Contact

Company Name: Stage Point Europe s.r.o.

Email: legal@stagepointeurope.com

Website: https://stagepointeurope.com/

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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Press Release

Education Edge Strengthens Canadas PMP Training Landscape with Proven Certification Success

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Education Edge, one of Canada’s top training organizations, is securing its reputation as the provider of choice in Project Management Professional ( PMP )training as the number of individuals interested in becoming skilled project managers continues to grow across the world. Identified by the Project Management Institute (PMI), Education Edge offers custom programs that have already produced thousands of professionals who receive one of the most honored credentials in the business in North America. 

The new changes in PMI, provided in terms of its latest exams and the mounting pressure being put on candidates by employers, have meant that an individual taking the PMP exam needs more complex content and higher stakes to pass.PMP Certification by Education Edge. The Education Edge provides a solution to this need, offering a combination of PMI-accredited course material, professional training from experienced tutors, and extensive learner advice and guidance. This approach aims to raise pass rates on initial PMI exams and improve project management practice in the actual workplace. 

“PMP certification is more than a credential—it’s a gateway to greater career mobility, global recognition, and improved earning potential,” said Hemant Dhariyal, Founder and CEO of Education Edge. “But passing the exam requires more than theory. Our goal is to provide working professionals with the structure, clarity, and mentorship they need to succeed.” 

Dhariyal, a globally recognized figure in project management and leadership development, has trained executives from leading organizations including Adobe, Amazon, Google, and Facebook. With over two decades of experience and credentials such as PMP, PMI-ACP, RMP, PRINCE2, ITIL, and PROSCI, his vision for Education Edge is rooted in practical impact and academic excellence. 

Education Edge Apart: 

  • PMI Authorized Training Partner (ATP): Guarantee the actual strategy of the newest PMP exam blueprint. 
  • Experienced Trainers: All the trainers are certified PMP holders who have experience. 
  • High Quality Course Material: Contains live classes, mock exams, flashcards, and actual project-based case studies. 
  • 24/7 Learning Access: The ability to take learning whenever convenient, even for busy professionals, which is maintained through continuous mentoring and feedback. 
  • Great first-time pass rates: Testimonials and proven success. 

The PMP Certification course of Educational Edge is applicable not only to the advanced project management staff but also to those who want to enter the sphere. The organization remains very instrumental in assisting business and individual organizations to traverse through the ambiguous project environment, with marked proficient competence. 

About Education Edge 

Education Edge is a training firm that is based in Canada and deals with training on project management, business analysis, and leadership training. Education Edge has a reputation for firm rigor, effective learning models, and magnificent results for learners as one of the PMI Authorized Training Partners. Besides the preparations it offers on PMP programs, the company also offers preparation on the following certifications: CBAP and PMI-ACP, PRINCE2. 

Media Contact

Organization: Education Edge

Contact Person: Hemant Dhariyal

Website: https://www.educationedge.ca/

Email:
info@educationedge.ca

Country:Canada

Release id:31317

The post Education Edge Strengthens Canadas PMP Training Landscape with Proven Certification Success appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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Press Release

Crypto Investors Earn $5,777/Day on BAY Miner with BTC and XRP Gains

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Turn your smartphone into a passive income generator—no hardware, no tech skills, and up to $43,550/month in earnings.

LONDON—U.K. As the cryptocurrency market retains bullish momentum with Bitcoin (BTC) practicing above $118,000, cryptocurrency investors are racing to identify new ways to earn a steady return on investment. In general, the crypto space has certainly increased in breadth, but traditional mining has remained outside the reach of many crypto investors due to exorbitant hardware costs, technical complications, and energy consumption.

But now, with BAY Miner–a new cloud mining platform operated through a mobile app–users can earn an astonishing $5,777 per day, equating to about $43,550 a month, mining top cryptocurrencies such as Bitcoin (BTC) and XRP—all without needing mining equipment and experience.

Let’s explore how BAY Miner is helping everyday people unlock real crypto income using only their mobile phones.

A Game-Changer in Crypto Mining

BAY Miner has transformed the way people participate in cryptocurrency mining by removing all traditional barriers. The platform offers a mobile-first, user-friendly cloud mining app that enables passive income for beginners, casual investors, and pros alike.

With BAY Miner, there’s:

  • No need to buy expensive mining rigs
  • No setup or maintenance hassles
  • No high electricity costs
  • No technical experience required

This means anyone can start earning from BTC, XRP, ETH, and even SOL just by registering on www.bayminer.com or downloading the BAY Miner app.

How Does BAY Miner Work?

BAY Miner uses advanced cloud infrastructure powered by green renewable energy sources to conduct mining operations on behalf of users. Here’s a quick breakdown of how simple it is to start earning:

  1. Sign Up: Register for free on the BAY Miner app or website and get a $15 bonus.
  2. Choose a Contract: Start mining with as little as $100, with contract durations from 2 to 60 days.
  3. Earn Daily: The system auto-mines BTC, ETH, XRP, and other coins and deposits daily profits into your account.
  4. Withdraw Anytime: Once your earnings hit $100, you can cash out or reinvest.

This hands-free experience makes BAY Miner a perfect passive income generator, especially during the current BTC bull market and the Web3 expansion era.

Real Earnings: $5,777 Per Day and Growing

With the current BAY Miner contracts, the returns from these contracts as real world dollar earnings are showing razor fresh examples such as:

  • $100 for 2 days $4.00 daily $108.00 total
  • $600 for 6 days $7.20 daily $643.20 total
  • $3000 for 20 days $39.00 daily $3780.00 total
  • $5000 for 32 days $72.50 daily $7320.00 total
  • $10,000 for 47 days $165.00 daily $17755.00 total

By scaling up further, we have seen some users make above $5,000 a day especially in upward motions of pricing getting above the $37,000 price of BTC and $0.5776 price of XR or XRP!

Consider what the crypto markets will do as it continues to heat up; these millimeters will only get bigger.

Why Cloud Mining is Surging in 2025

According to a recent Chainalysis report, the BTC bull market has triggered a shift toward low-risk, sustainable income models like cloud mining. BAY Miner leads the charge by offering:

✅ Zero hardware requirements
✅ 100% green energy-based mining
✅ Real-time automated profit settlement
✅ Worldwide access from 180+ countries
✅ Daily login bonuses ($0.60/day)
✅ Support for BTC, ETH, XRP, DOGE, and USDT
✅ McAfee® & Cloudflare® security integration

Traditional mining is not only outdated but also unaffordable for the average investor. With BAY Miner, your smartphone becomes your mining rig—with none of the downsides.

Who Should Use BAY Miner?

BAY Miner is perfect for:

  • Crypto beginners who want to earn BTC or ETH without learning mining tech
  • Busy professionals looking for passive daily income
  • Retirees and homemakers exploring low-risk side income streams
  • Students and freelancers interested in accumulating digital assets
  • Investors looking to capitalize on the 2025 Web3 bull cycle

It’s an ideal solution for anyone who wants to earn daily crypto profits without stress.

What Makes BAY Miner Unique?

🔹 Mobile-first: Mine anywhere, anytime using just your phone
🔹 Eco-friendly: Runs on clean, renewable energy
🔹 Low Entry Point: Start with just $100
🔹 Transparent Returns: Real-time earnings dashboard
🔹 Global Support: 24/7 multilingual customer service
🔹 User Rewards: Daily bonuses and referral earnings

BAY Miner’s ability to combine simplicity, sustainability, and profitability is what sets it apart in the crowded cloud mining space.

Join the Crypto Mining Revolution Today

The crypto market is evolving, and so should your earning strategy. With BAY Miner, there’s no need to be an expert or invest tens of thousands in hardware. You can start mining Bitcoin, XRP, and more within minutes—and begin earning up to $5,777/day in real, spendable crypto income.

Ready to start? Visit www.bayminer.com or download the BAY Miner App now to claim your $15 bonus and begin mining today.

Your journey to crypto wealth could be just a tap away.

BAY Miner – Where Smart Investors Mine Smarter.

Official Website: https://www.bayminer.com
App Download: https://bayminer.com/xml/index.html#/app
Contact Email: info@bayminer.com

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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