Press Release
ACI quantitative robot-The power of reading the trends
In 1962, Everett-Rogers proposed the theory of innovative diffusion, designed to explain how, why, and how quickly new ideas and technologies were spread. The theory explains how a product or technology gains momentum and spreads across a specific population over time. The end result is that people apply a product, technology, or idea. One of the key implications is that the application of a new technology in the population does not occur simultaneously. Instead, certain people and groups are more likely to apply technology at different times, consistent with specific psychological and social characteristics. There are five established applicationcategories for new ideas or products. These categories are defined below.
A The Innovator. “Innovators are adventurous and willing to take the risks. They fundamentally wanted to be the first person to try something new. Their goal is to explore new technologies or innovation and to find opportunities to be drivers of change. 」
B Early App. “Once the benefits of a new innovation start to become obvious, early apps are eager to try. Early apps bought new technology to achieve revolutionary breakthroughs that gave them a huge competitive advantage in their industry. They like to gain more advantages than their peers, and they seem to have the time and money to invest. 」
C Early majority. “The early majority of the mainstream usually focused on innovation in solving specific problems. They look for complete products that are fully tested, adhere to industry standards, and are used by others they know in the industry. They are looking for gradual, proven ways to do what they are already doing. 」
D Later majority. “The late most are risk aversion, applying only new innovations to avoid the embarrassment of being left behind. 」
E The Times. “The outdated people stick to the end. They valued traditional methods of doing things and refused to apply new technologies until they were eliminated by previous systems and forced to do it. 」
Bitcoin has captured the human imagination. Bitcoin’s story is perhaps more tempting than any previous high-tech innovation. It brings the most cutting-edge innovation to one of the foundations of mankind: currency. Given the possibility of revolutionizing such a fundamental concept, Bitcoin underwent several speculative cycles in its brief history. However, it would be a serious mistake to use these cycles as grounds for denying Bitcoin. These cycles are a well-understood psychological phenomenon caused by man’s fascination with new things. Moreover, any excessive emphasis on foam is to see the trees without the forest. Because, in just 12 years, Bitcoin has grown to 135 million users worldwide, with a faster application rate than the Internet, mobile phone, or virtual banking tools, namely PayPal, in the comparable period. At the current application rate, Bitcoin will reach 1 billion users in four years. Bitcoin, like all previous innovative technologies, is following a predictable and transparent application curve, although accelerating.
Such an incremental user base, the dividend period retained to us ordinary people about how long still?
Which track should we choose during the dividend period, and what can we can and do on this track?
These will be left for everyone to sink down to think;
For me personally, why I choose quantitative trading this derivative as a long-term development track, why I choose ACI quantitative robot, below I explain this question from two aspects.
First, the above mentioned Bitcoin development rate and user growth base, then for this market must be more and more user growth base, because this is the market of mankind, is Bitcoin’s original design concept —— decentralization, in the future, more and more people will enter the huge market derived from the digital currency such as bitcoin, Ethereum; the longer time period, one year, two years or five years, this cycle youcan grasp the number of your wealth appreciation (the biggest wealth);
Second, the first thing new users enter the market must face the secondary market, retained in the secondary market will learn currency speculation and trading, so what is the biggest difference between quantitative and labor? To enter the secondary market to do trading, the first is to learn mathematics, physics and chemistry, the second is anti-humanity, to face and accept the market of every market fluctuations, the third is to establish a set of their own trading system and resolutely implement. These three points seem simple, but need the hard conditions: 1, talent; 2, systematic learning and combat; 3,5 or even over 10 years of full-time experience; otherwise why there has been a saying: one profit, two draws, two losses and seven losses. Ask, if every user can make money in the digital money market, where does the money come from? And quantitative trading it is more suitable for ordinary players, it also has a scientific name called algorithm trading, it will replace artificial strategy, with mathematical models and scientific strategy, to achieve a certain conditions, but its profit is a stable long-term absolute value, rather than the short term of wealth; because each of us enter the digital currency secondary market, the original intention is to improve life, achieve wealth growth, increase the happiness index;
Third, why do you choose the ACI quantitative robot as a tool to fry the currency?
1. Select any product to make a comparison, especially the financial industry; here put forward a core: withdrawal rate is linked to risk, and the secondary market price of digital currency fluctuates greatly, a careless will be a large withdrawal, so we choose the product is not its return rate, but two products, product recovery rate is 100%, and 50%, product 20 year rate is 70%, and the withdrawal rate is 10%, the choice is only product 2;
2. Fund utilization rate, not just play finance, as long as you do business you will understand that the nature of business is not related to fund utilization, the greater your capital utilization proves that the more you can do, the more pipeline to profit; (those who play Martin strategy)
3. The concept reflected by the ACI quantitative robot is also consistent with the personal development ideal, It is free and continuously updated and optimized for life, Of course there is no free lunch, After all, everything takes costs, It charges a small transaction fee, To mark 99.99% of the various products on the current market, All exceptions are the lowest 20% profit withdrawals, Take an example here, If 10,000 u profit 1,000 u, Excluding withdrawal servants and exchange fees, Only over 700 u, came up with While the same ACI quantized robot profits 1,000 u, with 10,000 u Remove fees, Final hand 935-940u;
4. API technology interface of trading platform, do quantitative is a core is security and stability, as the three head compliance trading platform —— currency network, I think I don’t need me to introduce, whether from the user base, trading depth or technical security, is the best choice, after all, security and stability is not what we want;
Simply summary, quantification is actually statistics
About Author
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.
Press Release
AI Expert Amol Walvekar Builds First-Ever RAG-Powered, Custom AI for Finance Processes
Anchor, from Adra Technologies, builds the first retrieval-augmented generation to the finance back office built by a product leader who shipped enterprise-grade AI at JP Morgan, WePay, Lead, Bolt, and Insight Data Science.
San Francisco, CA, August 7th, 2026— Amol Walvekar, an AI expert who has spent his career building enterprise-grade machine learning systems, today announced the launch of Anchor’s industry first RAG for finance teams, and custom agents built specifically for finance processes. Anchor by Adra Technologies Inc. enables finance teams to build, operate, and scale AI agents for complex back-office work directly within their ERP, CRM, and data warehouse.
Understanding RAG, Its Enterprise Value, and Proven ROI
Retrieval-Augmented Generation (RAG) is an architectural framework that enhances the functionality of Large Language Models (LLMs) by integrating external data retrieval mechanisms. Rather than relying solely on static training data or forcing models to guess. The core business value of RAG lies in its ability to deliver secure, highly accurate, and audit-ready outputs across complex structured and unstructured corporate data.
By grounding LLM responses in an organization’s internal datasets—such as contracts, policies, and systems records—RAG dramatically reduces hallucinations, eliminates the risks of stale static knowledge, and maintains strict enterprise-grade compliance without the high expenses of continuous model retraining.
Leading industry implementations and technical benchmarks highlight the significant operational ROI of optimized RAG systems:
- Error Reduction: Advanced semantic filtering has demonstrated the ability to reduce incorrect or partially correct RAG outputs by up to 80% while boosting baseline retrieval accuracy by over 20 percentage points.
- Frontier Accuracy: In standardized end-to-end evaluations like the RAG-QA Arena, optimized systems utilizing fully integrated architectures consistently outperform general frontier models.
- Efficiency Gains: Deep-dive development platforms focused on enterprise AI evaluation loops have successfully accelerated engineering cycles, delivering up to a 10x improvement in model prototyping, validation, and production deployment speeds.
Walvekar’s expertise was forged inside some of the most demanding enterprise AI environments in financial services. At WePay, through its acquisition by JP Morgan, he built enterprise-grade ML for risk and payments systems where a model’s decisions carry real financial consequences and must hold up at bank-level standards of accuracy, auditability, and scale. He continued that work across Lead and Bolt, applying machine learning to payments infrastructure where reliability is non-negotiable. As an AI Fellow at Insight, he built and shipped an abstractive text summarization platform for knowledge workers — early, hands-on work in the language-model techniques that now power Anchor.
“Finance processes have resisted automation because generic AI doesn’t know your chart of accounts, your contracts, your ERP, or your policies,” said Walvekar. “Anchor is different by design: it’s retrieval-augmented and custom to each finance team, grounded in their own systems and documents. That’s how you get the accuracy and reliability of a trained analyst. The model isn’t guessing, it’s retrieving and reasoning over the customer’s actual financial data.”
RAG, purpose-built for the finance back office
Anchor’s retrieval-augmented architecture connects directly to the systems where finance work lives including NetSuite, Salesforce, Workday, Microsoft Dynamics, Sage, Snowflake, and more than a dozen other platforms and grounds every agent in the customer’s own data, documents, and processes. Finance teams create custom agents in natural language, with no developer effort, to automate work arising from reconciliations, budget management, sales and marketing spend, commissions, and revenue compliance. The platform is SOC 2 Type II compliant, meeting the highest requirements for data protection and privacy.
The result is AI that behaves the way enterprise AI has to behave: precise, explainable, and dependable at production scale now applied to the finance back office.
Beyond building Adra, Walvekar is an active angel investor and writes on enterprise AI adoption, agentic architectures, and market structure. He holds a graduate degree from Boston University.
About Amol
Amol is the Cofounder of Adra Technologies Inc. is the company behind Anchor, the first RAG-powered, custom AI platform for finance processes. The company is headquartered in San Francisco. Learn more at www.getadra.com.
Media Contact: founders@getadra.com
About Author
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.
Press Release
Movement, El Vecino and RISE Partner to Launch First Digital Dollar Wallet for Mexican Remittances
Palo Alto, California, August 7th, 2026, Chainwire
Launch allows Mexican families to send money home from the U.S. instantly via WhatsApp across the largest remittance corridor in the world without requiring a bank account or app download
Global, on-chain payments network Movement has announced a partnership with New Jersey-based Mexico remittance expert El Vecino and on-chain wallet provider RISE to power a digital-dollar service that lets customers hold their own money and send it home in seconds through WhatsApp.
Leveraging El Vecino’s 19 years of experience in US-to-Mexico physical remittances, RISE’s wallet capabilities and LATAM network, and Movement’s access to regulated, sub-second payment rails, the partnership enables stablecoin-settled transfers to be sent to Mexico almost instantly, giving customers a simple way to initiate transfers without opening a bank account or downloading an app.
Rather than having to visit a physical location to initiate every cash transfer, El Vecino customers can now begin the process through the familiar WhatsApp messenger. Funds settle in seconds before recipients cash out through Mexico’s extensive OXXO and Circle K retail networks, or receive funds directly via the country’s SPEI banking system.
Currently, El Vecino processes approx 25,000 transactions per month valued at $70 million annually through remittances, international and domestic bill payments, check cashing, and more – with 85% of transactions heading to Mexico.
The new WhatsApp service will first be trialled among El Vecino’s 20,000 users before being rolled out through RISE’s network to an estimated 800,000 in the second phase. This and future phases will look beyond Mexico to LATAM regions including Guatemala and El Salvador.
Founder of RISE Richard Mas will be appearing live from the New York Stock Exchange on Pulso Del Mercado, one of the region’s most influential news segments, to speak about the partnership on Tuesday, August 11, at 11:30 am EST.
The launch meets the growing demand for accessible cross-border payment solutions across the U.S.- Mexico corridor, which forms the world’s largest remittance route, through which over $62 billion passed in 2024. [Source].
The ability to send money home through a trusted local provider is a financial lifeline for Mexican migrant families, with the Movement-engineered solution streamlining a process that has traditionally entailed cash handling and multi-day settlement times.
Torab Torabi, CEO of on-chain global payments network Movement, says: “For too long, Mexicans have often struggled to send hard-earned money back home. Partnering with El Vecino and RISE will address this imbalance while proving the versatility and reliability of stablecoins as a settlement mechanism. In doing so, we’re also proud to be demonstrating that regulated blockchain infrastructure can modernize one of the world’s busiest remittance corridors.”
Mike Burns, founder of El Vecino added: “El Vecino has been built on the trust brought by face-to-face interaction. Families rely on us because they know we’ll help them support their loved ones back home. The partnership with RISE and Movement allows us to bring that built trust to a remote digital vehicle that provides the same safeguards and surety that money sent will reach home. Technology should make life easier, and that’s exactly what this collaboration achieves.”
Richard Mas, founder of RISE says: “Every year, tens of billions of dollars cross from the United States into Mexico, most of it earned far from home by people the banking system overlooked. El Vecino spent 19 years earning trust at the counter, one household at a time, and we are proud to join Movement in giving those customers access to new, safe and compliant digital solutions.”
Powered by Movement’s access to licensed payment infrastructure, El Vecino’s new WhatsApp service replaces the traditional chain of correspondent banks with blockchain-based settlement while maintaining full regulatory compliance. This model removes the need for pre-funded liquidity and reduces settlement from days to seconds without the hidden costs often associated with legacy cross-border payment rails.
Movement’s globally licensed payment infrastructure, which spans the United States, Canada, and Europe, will provide El Vecino with compliant fiat on- and off-ramps that have historically been difficult for community remittance providers to access.
The collaboration between Movement, El Vecino and RISE demonstrates how established community operators can adopt institutional-grade blockchain payment infrastructure without the complexity of self-development and management. Combining El Vecino’s local relationships with Movement’s access to a regulated settlement network has yielded a model that could potentially be replicated by remittance providers serving immigrant communities worldwide.
About Movement
Movement provides access to globally licensed and regulated blockchain payment infrastructure that enables businesses to move money across borders using compliant stablecoin settlement rails. Its payment network offers licensed access across the United States, Canada, and Europe, helping financial institutions and payment providers deliver fast, low-cost international transfers without relying on traditional correspondent banking networks. https://www.movementnetwork.xyz/
About El Vecino
El Vecino is a trusted community financial services provider serving Mexican communities across New Jersey. Processing more than $70 million in annual remittance volume for over 20,000 customers, the company offers money transfer and financial services designed to help families maintain strong economic connections across the U.S.-Mexico border. Learn more at https://www.linkedin.com/company/el-vecino-franquicias/
About RISE
RISE is a self-custody digital dollar wallet that lets customers hold and transfer USD-backed digital dollars while keeping direct control of their own funds. Offering an alternative to slow, high-cost, and often inaccessible banking rails, RISE customers can open a dollar account inside WhatsApp, hold their balance in USD-backed digital dollars that resist local inflation, and send money across borders in seconds for a flat fee. Learn more at https://risefinance.xyz.
Press Contact:
Rebecca Jones
rebecca.jones@moveindustries.xyz
Contact
Head of Communications
Rebecca Jones
Move Industries
rebecca.jones@moveindustries.xyz
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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.
Press Release
Carbon Launches TradFi-Native On-Chain Derivatives Venue With 950+ Markets in One Account
Road Town, British Virgin Islands, August 7th, 2026, Chainwire
250+ TradFi markets join Carbon’s 530+ crypto perpetuals & 150 24/7 RWAs in one venue. Wall Street depth at listing, stable overnight rates, and on-chain settlement.
Carbon, the on-chain prime broker for global markets, today opened public trading on 250+ Carbon TradFi markets spanning equities, indices, forex, and commodities. Each position is hedged 1:1 at regulated TradFi venues, making Carbon the largest TradFi-native on-chain derivatives venue. Alongside 530+ crypto perpetuals and 150 24/7 RWAs, total tradeable instruments now exceed 950 in one account.
Carbon TradFi is Carbon’s own on-chain instrument. A trader opens a position on-chain, in their own wallet, and Carbon’s solver architecture hedges it 1:1 at a regulated broker off-chain. The trader never leaves self-custody, and the price and depth they receive are the underlying market’s, not bootstrapped on-chain order books.
That structure removes the cold-start problem that has constrained real-world assets on-chain. Every Carbon TradFi market opens at full institutional depth on its first day, because the depth is inherited rather than manufactured. There is no per-market incentive program to run and no waiting period while liquidity accumulates.
Carbon now offers traders both in one account. Its 150 24/7 real-world markets trade around the clock, for traders who want access at any hour. Its 250+ Carbon TradFi markets track market hours with carry prices from the underlying, for traders who want institutional depth and predictable holding costs. Roughly 30 assets are live as both, letting a trader hold one against the other and capture the difference between the two financing rates without leaving the account.
The global market Carbon connects to is substantial. TradFi clears over $1.5 trillion daily in CFDs across thousands of markets, liquidity that until now had no direct route on-chain.
Carbon TradFi coverage at launch:
- 200 stocks across US, EU, and Asia markets
- 62 forex pairs
- 12 indices
- 8 commodities
Carbon can list a trending name within the same week it begins moving in Seoul, Tokyo, or Hong Kong, a cadence order-book venues cannot match because they lack the off-chain rails to stand up a new market that quickly. A further 150 listings are scheduled.
The launch also opens the Carbon Liquidity Provider (CLP) vault to public deposits. The CLP is a delta-neutral yield product: it funds the hedge behind trader flow rather than taking directional positions, earning from the difference between on-chain demand and off-chain liquidity. Modeled APY is illustrative and ranges from 20.3% at launch utilization to 57.1% at maturity, depending on flow and capital utilization.
“Traders have had to choose between the assets they want and the execution they need. Carbon ends that trade-off. Every position is hedged into the deepest liquidity in the world and settles in the trader’s own wallet, with 950+ markets in a single account. This is what global markets look like when they finally arrive on-chain properly.” – Levy, Co-founder and CEO of Carbon
“One of the biggest challenges for bringing traditional financial assets onchain has been delivering deep liquidity. Carbon is operating an architecture that connects onchain trading with established market infrastructure while preserving self-custody. We want Arbitrum to be home to teams building this next generation of financial infrastructure” – David Garcia, Ecosystem Lead at Arbitrum Foundation
About Carbon
Carbon is the on-chain prime broker for global markets, combining crypto perpetuals and Carbon TradFi in one venue. Carbon’s solver architecture connects on-chain traders to institutional liquidity through bilateral 1:1 hedging, delivering Wall Street-grade depth and stable carry with on-chain settlement and self-custody. Live since 2023, Carbon has processed $20B+ in cumulative trading volume across 36K+ unique traders. Carbon operates on Arbitrum. Users can learn more at carbon.inc.
Contact
COO
Rens
Carbon
rens@carbon.inc
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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.
AI Expert Amol Walvekar Builds First-Ever RAG-Powered, Custom AI for Finance Processes
Movement, El Vecino and RISE Partner to Launch First Digital Dollar Wallet for Mexican Remittances
Carbon Launches TradFi-Native On-Chain Derivatives Venue With 950+ Markets in One Account
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