R Systems and Mavvrik Partner to Enable Proactive Financial Governance for AI and Hybrid Infrastructure
As enterprises fast-track AI initiatives, infrastructure costs are becoming more fragmented, unpredictable, and difficult to track and manage. Untracked usage, cost attribution gaps, shared services, and siloed billing data make it difficult to understand true cost drivers or measure returns on investment. The R Systems–Mavvrik partnership helps organizations shift from reactive tracking to proactive financial governance for measuring accountability across AI, cloud, and hybrid environments.
'As enterprises accelerate AI adoption, they're not just managing higher infrastructure costs but also navigating a new layer of financial and operational complexity. Traditional cost models were never designed for the dynamic, GPU-intensive, and hybrid environments AI demands. This R Systems–Mavvrik partnership is about helping businesses move from reactive cost tracking to proactive financial governance, so they can scale responsibly, with clarity, control, and confidence,' said Srikara Rao, CTO, R Systems.
The joint solution combines R Systems' Dexterity Assessment Framework with Mavvrik's real-time cost intelligence platform to deliver actionable insights and measurable control.
Key Solution Benefits
Real-Time Financial Visibility: Unified dashboards that track and attribute AI, cloud, and hybrid infrastructure costs by product, service, or business unit.
Proactive Cost Governance: Automated policy enforcement, GPU chargebacks, and budget controls to manage spend and prevent overruns.
Faster, Informed Decisions: Actionable insights to support pricing, forecasting, and investment strategies across dynamic IT environments.
'AI isn't just a new workload, it's a multiplier for cost complexity across the stack,' said Sundeep Goel, CEO of Mavvrik. 'From cloud sprawl to opaque billing and siloed cost data, enterprises are struggling to govern spend. This partnership brings together the proven technology and expertise to help teams regain control and scale with confidence.'
For more details visit https://www.rsystems.com/our-partners/mavvrik/
About R Systems
R Systems is a leading digital product engineering company that designs and develops chip-to-cloud software products, platforms, and digital experiences that empower its clients to achieve higher revenues and operational efficiency. Our product mindset and engineering capabilities in Cloud, Data, AI, and CX enable us to serve key players in the high-tech industry, including ISVs, SaaS, and Internet companies, as well as product companies in telecom, media, finance, manufacturing, health and public services verticals.
R Systems uses its expertise in automation and integration including RPA and No-Code-Low-code platforms to help enterprises across these verticals achieve their OKRs.
www.rsystems.com
About Mavvrik
Mavvrik is the financial control centre for AI and hybrid infrastructure. With real-time visibility, intelligent cost attribution, and proactive guardrails, Mavvrik helps enterprises manage costs across cloud, SaaS, and on-prem environments—enabling faster decisions, improved forecasting, and sustained margin protection.
www.mavvrik.ai
Hashtags
Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles
Yahoo
30 minutes ago
- Yahoo
Did Nvidia Make a Mistake by Selling SoundHound AI Stock? The Answer Might Surprise You.
Key Points SoundHound AI stock is generating blistering revenue growth right now, as some of the world's biggest brands adopt its conversational artificial intelligence software. Nvidia used to be a SoundHound shareholder, but the chip giant sold its entire stake towards the end of 2024. SoundHound stock is soaring right now, but that doesn't mean Nvidia made the wrong move. 10 stocks we like better than SoundHound AI › Nvidia (NASDAQ: NVDA) has become the world's largest company on the back of surging demand for its data center chips, which are the gold standard for developing artificial intelligence (AI) models. The chip giant occasionally puts its vast financial resources to work by investing in other AI companies, and SoundHound AI (NASDAQ: SOUN) was one of them. SoundHound is a specialist in conversational AI technologies, and its customers include some of the world's biggest brands. Nvidia first revealed its stake in the company in a 13-F filing with the Securities and Exchange Commission in February 2024, but the chipmaker had sold its entire position by December. SoundHound's revenue tripled during its most recent quarter, and its stock is up by a whopping 40% in the past month alone. Did Nvidia make a mistake by dumping its position? Read on for the surprising answer. A leader in conversational AI SoundHound's conversational AI applications are popular in a variety of industries, but they are experiencing particularly high demand in quick-service restaurant chains and with automotive brands that want to include a powerful AI assistant in their new vehicles. In the restaurant space, SoundHound's Voice AI technology can accept customer orders autonomously in-store, over the phone, and in the drive-thru. It can also answer queries from employees, whether they need help making menu items or need clarity on a particular store policy. Chains like Chipotle, Krispy Kreme, and Papa John's are just a few of SoundHound's customers. In the automotive industry, companies like Hyundai and Stellantis (Chrysler, Jeep, and Dodge) are using SoundHound's Chat AI software in their latest vehicles. It can give drivers information about the weather, stocks, and everything in between with a simple voice command, and manufacturers can customize its personality to suit their brand. Last August, SoundHound acquired another conversational AI specialist called Amelia. The joint companies recently launched a new platform called Amelia 7, which allows businesses to create custom AI agents that can assist customers with their inquiries or even help employees troubleshoot technical issues. Of course, these agents can be controlled entirely with voice commands. SoundHound's revenue is absolutely skyrocketing SoundHound generated a record $42.6 million in total revenue during the second quarter of 2025 (ended June 30), which was a blistering 217% increase from the year-ago period. The strong result gave management the confidence to increase its full-year revenue guidance for 2025 from $167 million to $169 million (at the midpoint of the forecast range), which would be a 99% increase compared to 2024. That would mark an acceleration from the 85% growth SoundHound generated last year, highlighting the significant momentum in its business. But that growth is coming at a significant cost, because SoundHound continues to burn truckloads of cash. It lost $74.7 million on a generally accepted accounting principles (GAAP) basis during the second quarter, which was twice as much as it lost in the year-ago period. SoundHound did suffer a one-off, $31 million hit to its bottom line from a liability associated with one of its acquisitions during the quarter, but even after stripping it out -- along with every other one-off and non-cash expense -- the company still lost $11.8 million. SoundHound has a solid balance sheet with $230 million in cash on hand and no debt, so it can sustain losses of that size for the foreseeable future. However, the company will eventually have to prioritize profitability, or else it might need to raise capital, which could dilute existing shareholders. Cost cuts would almost certainly dent SoundHound's revenue growth, which is something for investors to keep in mind. Here's why Nvidia didn't make a mistake by selling SoundHound stock Nvidia never told investors why it sold SoundHound stock, but if I had to speculate, I think its valuation likely had something to do with the decision. Its price-to-sales (P/S) ratio is trading at an eye-popping level of 48.6, which is more than a 50% premium to Nvidia's P/S ratio of 29.9. It was even more expensive when Nvidia sold it toward the end of 2024, because its P/S ratio was hovering near 100. SoundHound will quickly grow into its current valuation if its revenue continues to increase at such a blistering pace, but the financial results of companies in the early stages of commercialization are notoriously unpredictable, so there's no guarantee it will. Moreover, Nvidia is one of the highest quality companies in the world with a track record of success that spans decades, a rock-solid balance sheet, and surging profits, so I don't think SoundHound deserves to trade at a premium to the chip giant. Nvidia held 1.73 million SoundHound shares, which would've been worth around $27.7 million at the current price of $16. Given the chip giant's market cap of $4.4 trillion, a total loss would've been a mere rounding error. However, holding a stock with such a steep valuation opens the door to substantial downside if the underlying company falters, so I don't think Nvidia made a mistake by closing its position. Should you invest $1,000 in SoundHound AI right now? Before you buy stock in SoundHound AI, consider this: The Motley Fool Stock Advisor analyst team just identified what they believe are the for investors to buy now… and SoundHound AI wasn't one of them. The 10 stocks that made the cut could produce monster returns in the coming years. Consider when Netflix made this list on December 17, 2004... if you invested $1,000 at the time of our recommendation, you'd have $663,630!* Or when Nvidia made this list on April 15, 2005... if you invested $1,000 at the time of our recommendation, you'd have $1,115,695!* Now, it's worth noting Stock Advisor's total average return is 1,071% — a market-crushing outperformance compared to 185% for the S&P 500. Don't miss out on the latest top 10 list, available when you join Stock Advisor. See the 10 stocks » *Stock Advisor returns as of August 13, 2025 Anthony Di Pizio has no position in any of the stocks mentioned. The Motley Fool has positions in and recommends Chipotle Mexican Grill and Nvidia. The Motley Fool recommends the following options: short September 2025 $60 calls on Chipotle Mexican Grill. The Motley Fool has a disclosure policy. Did Nvidia Make a Mistake by Selling SoundHound AI Stock? The Answer Might Surprise You. was originally published by The Motley Fool Sign in to access your portfolio
Yahoo
2 hours ago
- Yahoo
OpenAI CEO sparks controversy after refusing to disclose information about latest AI model: 'It's more critical than ever to address'
OpenAI CEO sparks controversy after refusing to disclose information about latest AI model: 'It's more critical than ever to address' ChatGPT's popularity exploded instantly upon its November 2022 debut — acquiring a staggering 100 million active users in two months — but concerns about the technology's drain on resources have risen in tandem. Quantifying the environmental impact of generative artificial intelligence (AI) and large language models (LLMs) like ChatGPT has been an elusive endeavor, and as The Guardian observed, OpenAI and CEO Sam Altman have been frustratingly opaque about the energy demands of its newest offering, GPT-5. What's happening? Per The Guardian, as of mid-2023, a simple query using ChatGPT used "about as much electricity as an incandescent bulb consumes in 2 minutes." Research published as a preprint in March 2023 looked at ChatGPT's water usage, asserting that training the GPT-3 model could "directly evaporate 700,000 liters of clean freshwater, but such information has been kept a secret." On August 7, ChatGPT's parent company OpenAI introduced GPT-5, its latest and most feature-heavy offering. GPT-5 represented "a significant leap in intelligence over all our previous models, featuring state-of-the-art performance across coding, math, writing, health, visual perception, and more," OpenAI claimed as the model was unveiled. The Guardian's coverage pointed out that ChatGPT's usage of resources would likely increase in conjunction with its capabilities, adding that OpenAI had been markedly silent on the subject over the past five years. While OpenAI hasn't been forthcoming, experts weighed in on what they suspect is necessarily a thirstier, energy-gobbling ChatGPT model. "A more complex model like GPT-5 consumes more power both during training and during inference … I can safely say that it's going to consume a lot more power than GPT-4," said University of Illinois professor Rakesh Kumar, who researches AI and energy usage. Why is GPT-5's energy usage concerning? ChatGPT's leap from a million to 100 million users wasn't a blip — back in March, TechCrunch analyzed more recent usage trends following its introduction in November 2022. Do you think your city has good air quality? Definitely Somewhat Depends on the time of year Not at all Click your choice to see results and speak your mind. "By November 2023, ChatGPT had reached another milestone of 100 million weekly active users, which grew to 300 million by December 2024, then 400 million in February 2025," the outlet explained. Citing initial calculations from the University of Rhode Island's AI lab on Friday, August 8, The Guardian surmised that GPT-5's capabilities could require an amount of energy that "would correspond to burning that incandescent bulb for 18 minutes." Put another way, GPT-5 could use as much daily energy as 1.5 million households in the United States. University of California, Riverside, AI researcher Shaolei Ren said GPT-5's energy requirements "should be orders of magnitude higher than that for GPT-3" based on its size alone. What can be done about AI's environmental impact? Although AI researchers can make credible estimates, experts called for responsible corporate disclosures. "It's more critical than ever to address AI's true environmental cost. We call on OpenAI and other developers to use this moment to commit to full transparency by publicly disclosing GPT-5's environmental impact," said University of Rhode Island professor Marwan Abdelatti. Join our free newsletter for good news and useful tips, and don't miss this cool list of easy ways to help yourself while helping the planet. Solve the daily Crossword
Yahoo
3 hours ago
- Yahoo
Why Bloom Energy Rallied This Week
Key Points In an interview, Bloom Energy's CEO said there were deals with hyperscalers in the works. Bloom had already inked a milestone deal with Oracle back in July. A better-than-expected inflation print may also be helping. 10 stocks we like better than Bloom Energy › Shares of Bloom Energy (NYSE: BE) rallied this week, appreciating 27% as of 2:15 p.m. ET Friday, according to data from S&P Global Market Intelligence. There weren't any financial disclosures for Bloom this week, but CEO KR Sridhar did hold an interview with Bloomberg on Wednesday, during which he made very bullish comments on Bloom's future and the future of AI data centers. More hyperscaler deals in the pipeline? Bloom Energy's stock got a big lift in July, after fuel cells remained eligible for tax credits in the "One Big, Beautiful Bill" and the company inked a direct deal with Oracle to power its artificial intelligence (AI) data centers. Traditionally, Bloom Energy had made deals with data center real estate companies, power providers, and utilities. However, the Oracle deal may be paving the way for more direct deals with other cloud AI companies. Bloom's energy servers are based on fuel cells that can convert natural gas to electricity without combustion, making them a cleaner alternative than other forms of natural gas-based power. So, it's no surprise that with demand for electricity skyrocketing due to the AI data center buildout, Bloom is seeing renewed interest. Speaking with Bloomberg on Wednesday, Sridhar said, "You have seen the announcement with Oracle -- expect to see similar things coming soon." Apparently, hinting at more deals with cloud companies was enough to move the stock significantly higher. In addition to the Bloomberg interview, Bloom may also have benefited from the lower-than-expected inflation reading that came out on Tuesday. Following a lower-than-expected Consumer Price Index (CPI) report, economists have greatly increased their odds of a cut to the federal funds rate in September. Usually, interest rates are good for high-growth stocks trading at high multiples, so this could have helped this week's rally as well. Bloom Energy's rally has made the stock expensive Bloom currently trades around 6.5 times sales and 82 times this year's earnings estimates, so it's definitely not a cheap stock, especially for a company that basically sells hardware units. Nevertheless, the company currently finds itself in a fortuitous position amid the AI data center buildout. The question is whether the opportunity is as significant as the stock price suggests. Should you buy stock in Bloom Energy right now? Before you buy stock in Bloom Energy, consider this: The Motley Fool Stock Advisor analyst team just identified what they believe are the for investors to buy now… and Bloom Energy wasn't one of them. The 10 stocks that made the cut could produce monster returns in the coming years. Consider when Netflix made this list on December 17, 2004... if you invested $1,000 at the time of our recommendation, you'd have $663,630!* Or when Nvidia made this list on April 15, 2005... if you invested $1,000 at the time of our recommendation, you'd have $1,115,695!* Now, it's worth noting Stock Advisor's total average return is 1,071% — a market-crushing outperformance compared to 185% for the S&P 500. Don't miss out on the latest top 10 list, available when you join Stock Advisor. See the 10 stocks » *Stock Advisor returns as of August 13, 2025 Billy Duberstein and/or his clients have no position in any of the stocks mentioned. The Motley Fool has positions in and recommends Oracle. The Motley Fool has a disclosure policy. Why Bloom Energy Rallied This Week was originally published by The Motley Fool Error in retrieving data Sign in to access your portfolio Error in retrieving data Error in retrieving data Error in retrieving data Error in retrieving data
