With three-quarters of prospective refinancers holding rates above 5%, lower payments remain the primary trigger to act

COLUMBIA, Mo., June 18, 2026 /PRNewswire/ — One-third of homeowners say they are currently refinancing or likely to refinance within the next two years despite elevated mortgage rates, according to new data released today by Refi.com.

The findings are based on a nationwide survey of more than 1,000 homeowners conducted by Mortgage Research Center, LLC. (Refi.com is a brand of Mortgage Research Center, LLC).

“The popular narrative around refinancing has centered almost entirely on borrowers who locked in sub-3% rates during 2020 and 2021 and have no incentive to move,” said Kyle Bass, production business manager at Refi.com. “Those borrowers are real, but they are not the whole market. A significant share of today’s prospective refinancers bought or refinanced at 5.5% to 7% or higher and are actively evaluating their options.”

Many Homeowners Still Within Reach of Savings
Three-quarters of homeowners surveyed who are considering a refinance currently carry mortgage rates above 5%, while nearly half are above 6%. That means many borrowers are still within a range where even modest rate improvements could make refinancing financially meaningful if conditions shift.

More than half of those interested in refinancing are Gen Z or Millennials, reflecting homeowners who entered the market during a period of elevated rates. Most also report credit scores of 680 or higher, suggesting many are financially positioned to act when the timing improves.

When asked why they would refinance, a majority of homeowners surveyed pointed to lowering their monthly payment or interest rate. According to the survey, 62% cited a reduction in payments as their primary motivation, while 15% cited accessing home equity and 13% cited paying off other debt.

Confusion and Uncertainty Are Slowing Decisions
Beyond the current interest rate environment, many homeowners say uncertainty is holding them back. Respondents cited confusion about the process, uncertainty about qualification requirements and difficulty determining whether refinancing would actually save them money.

Fewer than half of homeowners surveyed said they feel very confident calculating the break-even point on a refinance.

“The break-even calculation is where many homeowners get stuck,” Bass said. “The math itself is simple, but translating it into a real decision is where the hesitation comes in. Once borrowers see it clearly, the path forward becomes much easier to evaluate.”

The survey findings also surface a gap between common misconceptions about refinancing and what homeowners actually prioritize when evaluating their options. About one-third of homeowners believe refinancing only makes sense when rates drop significantly, while roughly one in five believe at least 20% equity is required. Others associate cash-out refinancing primarily with financial distress.

In contrast, when evaluating a refinance, homeowners focus most on clear loan terms, lower interest rates, long-term savings, lower monthly payments and minimal closing costs.

The complete survey results can be viewed here: https://www.refi.com/learn/refinancer-mindset-data/

About Refi.com
Based in Columbia, Mo., Refi.com (NMLS ID #1907) is a digital marketplace that helps homeowners compare mortgage refinance options and home equity products from multiple lenders. The platform is designed to simplify the borrowing process and help consumers make more informed financial decisions about their home equity.

View original content to download multimedia:https://www.prnewswire.com/news-releases/one-third-of-homeowners-surveyed-remain-open-to-refinancing-reficom-reports-302804565.html

SOURCE Refi.com

In collaboration with Knowledge Partner Adrosonic, the premier nomination-led platform will honor excellence, scalability, and measurable impact across India’s AI ecosystem.

NEW DELHI, June 18, 2026 /PRNewswire/ — The Times of India has announced the launch of the inaugural edition of the TOI AI Quotient Awards—India’s most credible, nomination-led recognition platform celebrating excellence in artificial intelligence adoption, innovation, and impact.

Organized in collaboration with Adrosonic as the official Knowledge Partner, the awards will bring together pioneering enterprises, technology leaders, startups, innovators, and institutions that are harnessing the power of AI to drive business transformation, optimize decision-making, and enhance customer experiences.

As AI becomes a core driver of competitiveness and productivity, this initiative marks the beginning of a prestigious annual celebration. The awards aim to spotlight those leveraging AI to solve complex challenges, unlock new opportunities, and deliver meaningful, scalable outcomes across sectors.

Leadership Insights

“The conversation around AI has rapidly moved from experimentation to execution. For modern brands, a high AI Quotient is now a boardroom priority. The TOI AI Quotient Awards will serve as India’s most credible validation platform, spotlighting the enterprises that are successfully navigating this transition to drive real business outcomes and stronger governance. We look forward to uncovering the incredible stories of human-machine collaboration that are redefining the future of Indian industry.”
— Prasad Sanyal, Group Business Head – TOI, IndiaTimes, WhatsHot

“AI will not replace human intelligence, it will amplify it. The organisations that succeed with AI will be those that combine technology with human judgement, domain expertise and a clear focus on business outcomes. The true measure of AI success is not how much AI is deployed, but how effectively it improves decision making and delivers measurable value. Achieving this requires clear objectives, strong governance and responsible guardrails. The TOI AI Quotient Awards celebrate organisations turning AI potential into meaningful business impact.”
— Mayank, Founder & CEO, Adrosonic

Award Tracks & Categories

The initiative features 25+ awards distributed across 4 distinct tracks: Industry, Functional AI, Maturity-based, and Special Jury Awards. Key categories include:

Sector Excellence: BFSI, Retail & Commerce, Healthcare & Wellness, Travel & Hospitality, Media & Content.Functional & Strategic AI: Customer Experience, HR & Talent, Risk & Compliance.Enterprise & Impact: Social Impact, Women in AI, Legacy to AI Transformation, and Native Enterprise.

To ensure absolute credibility, the evaluation matrix leverages Adrosonic’s deep technical consulting frameworks for an objective initial screening. Following a preliminary audit by the expert TOI Editorial Board, the final winners will be selected by an esteemed, independent jury comprising leading AI experts, technology pioneers, industry veterans, and business visionaries.

Why Nominate Your Organization?

The TOI AI Quotient Awards offer more than just recognition—they provide a premier platform for national visibility and industry-wide alignment:

National Recognition: Showcase your AI-led innovations and business impact before a distinguished audience of industry leaders and decision-makers.Credible Validation: Gain elite positioning backed by TOI’s powerful media reach and Adrosonic’s technical validation frameworks.Industry Benchmarking: Measure your achievements against the rapidly evolving AI ecosystem to strengthen your market leadership.

How to Participate

Is your organization setting new benchmarks in AI adoption and implementation? Do you know an enterprise driving measurable transformation through artificial intelligence?

Nominate your organization or a deserving industry leader today to secure your place among India’s most forward-thinking, AI-driven enterprises.

Learn more and submit your nomination here: toievents.indiatimes.com/ai-quotient-awards

View original content to download multimedia:https://www.prnewswire.com/in/news-releases/times-of-india-launches-inaugural-toi-ai-quotient-awards-to-celebrate-pioneers-in-ai-innovation-302804419.html

Organizations running Spectro Cloud Palette can now deploy Saturn Cloud’s managed AI platform directly onto their existing Kubernetes infrastructure, from data center to edge, including FIPS 140-3 validated environments.

NEW YORK, June 18, 2026 /PRNewswire/ — Saturn Cloud, the AI token factory platform for GPU clouds, AI Factory operators, and enterprises, today announced an integration with Spectro Cloud, the Kubernetes management platform trusted by enterprises and government agencies worldwide. The integration allows organizations already running Spectro Cloud Palette to add Saturn Cloud as a managed AI layer on their existing clusters, giving engineers self-service access to Jupyter, VS Code, RStudio, SSH, distributed training, and model deployments without requiring changes to the underlying infrastructure.

This integration meets platform teams where they already are: on managed Kubernetes. Palette handles cluster lifecycle management, GPU operator deployment, compliance profiles, and infrastructure governance. Saturn Cloud delivers the AI experience on top. The result is a complete AI platform that inherits the operational model and governance controls established by the platform team.

A Managed AI Layer on Palette-Managed Clusters

Platform engineering teams at large enterprises, government agencies, and regulated industries have already invested in Kubernetes and standardized on Spectro Cloud Palette to manage clusters across data centers, cloud environments, and edge locations. What they lack is a way to deliver AI capabilities to their engineering teams without spinning up a parallel stack or compromising the controls they have spent years building.

Saturn Cloud fits into the Palette-managed environment as a workload layer. Engineers get distributed multi-GPU training with automatic retry and logging, one-click model deployments with autoscaling, experiment tracking across training runs, and pre-configured development environments, all deployed through the same Palette cluster profiles and governance policies that manage the rest of the organization’s infrastructure. Palette’s GPU Operator Packs handle driver installation, device plugins, and monitoring automatically across the cluster, so there is no additional GPU lifecycle overhead. Engineers write standard PyTorch, TensorFlow, or JAX code and ship to production with no Kubernetes expertise required on the practitioner side.

“Most enterprise AI teams already have Kubernetes. What they don’t have is a way to give engineers a self-service AI experience on top of it without months of internal platform work. With Spectro Cloud, we eliminate that gap,” said Sebastian Metti, Founder, Saturn Cloud.

Why This Matters for Regulated Industries

For organizations in defense, healthcare, financial services, and other regulated sectors, the integration extends to Spectro Cloud’s Palette VerteX edition. VerteX is the only multi-environment Kubernetes management platform to have achieved FIPS 140-3 validation and is in progress for FedRAMP Moderate authorization (Army-sponsored). Saturn Cloud running on VerteX-managed clusters inherits the cryptographic assurance that agencies and compliance-driven enterprises require, including air-gapped and tactical edge deployments.

This is a meaningful distinction from public cloud AI services that cannot operate in disconnected or classified environments.

Where the Integration Runs

Spectro Cloud Palette manages Kubernetes across bare metal, VMware, public cloud (EKS, AKS, OCI), private data centers, and edge locations, often from a single control plane managing thousands of clusters. Saturn Cloud’s integration spans that same footprint. An organization can run AI workloads in a central GPU cluster and deploy trained models to Palette-managed edge clusters at hospital sites, retail locations, manufacturing floors, or forward-deployed military installations.

“Most organizations do not want to build a separate AI platform from scratch. They want to extend the Kubernetes operating model, governance, and security they already trust into AI development and production. Our integration with Saturn Cloud does exactly that. Together, we enable platform teams to deliver a self-service AI experience on Palette-managed infrastructure – across data center, cloud, edge, and regulated environments – without introducing a parallel stack or compromising operational control”, said Saad Malik, Spectro Cloud’s CTO and Co-Founder.

About Saturn Cloud

Saturn Cloud is the AI token factory platform for neoclouds, AI Factory operators, and enterprises. Saturn Cloud’s platform layer gives these operators a managed AI platform on top of their GPU infrastructure, including fine-tuning, model serving, per-token inference, development environments, distributed training, OpenAI-compatible model deployment, and enterprise security and governance. Saturn Cloud supports GPU architectures and deploys across public cloud, private cloud, and on-premises environments. Learn more at saturncloud.io.

About Spectro Cloud

With our Palette and PaletteAI platforms, Spectro Cloud solves how enterprises and public sector organizations manage full-stack application and AI infrastructure in any environment: from edge to cloud, and from metal to model. Using the power of cloud-native technologies like Kubernetes, we give platform engineers and operations teams flexibility to choose their perfect stack, while benefiting from complete repeatable consistency. We automate the full lifecycle of complex infrastructure at scale, for massive cost savings and better business outcomes. Learn more at spectrocloud.com.

View original content:https://www.prnewswire.com/news-releases/saturn-cloud-and-spectro-cloud-partner-to-bring-production-ready-ai-to-palette-managed-kubernetes-302804424.html

SOURCE Saturn Cloud