Finnish innovation stops scam calls – Rest of Europe is following

Scam calls cause up to €850 million in losses worldwide every year, but in Finland, this tool used by criminals has been practically defeated. At the end of November, the action Finland has taken to reduce scam calls will be competing for the European Crime Prevention Award, and Europol is highlighting it as a model case.

Elisa was the world’s first operator to develop a technical method to identify and block caller ID spoofing. As a result, criminals have no longer been able to use Finnish phone numbers in their scams. In 2023, the Finnish Transport and Communications Agency (Traficom) mandated that a scam call blocking solution based on Elisa’s innovation be implemented nationwide in Finland. Since then, a type of scam known as a “technical support scam” coming from abroad has been virtually eliminated in Finland. Elisa alone has blocked nearly 26 million scam calls since 2021. Elisa’s solution was granted a patent in Finland in 2023, and in November 2025, it was also patented in Europe.

“Our employees developed the solution themselves, and we deployed it in our network back in 2021. This solution has allowed us to eliminate the majority of scam calls received by our customers. Criminals’ profits in Finland have dropped from €7 million a year to just a few thousand, meaning Elisa’s actions have already made Finland an unprofitable target for criminals. In 2023, other operators also adopted the solution following Traficom’s decision”, says Karri Jäkkö, Director of Elisa’s Cybersecurity and Service Management Center.

Now this scam call blocking solution has been nominated for the prestigious European Crime Prevention Award. The prize will be awarded on 28 November as part of the EUCPN Best Practice Conference. At the end of September, Elisa and Traficom’s efforts to reduce scam calls also won Rikoksentorjuntakilpailu, a crime prevention competition held in Finland.

From the Finnish model to an international example
Caller ID spoofing remains a tool for criminals elsewhere in Europe: Scam calls are a significant problem, causing an estimated €850 million in losses worldwide annually, according to Europol.

In October, Europol published a report calling for action at EU level: unified technical standards, closer cross-border cooperation, and harmonised regulation to prevent scam calls and hold criminals accountable. The Finnish model is mentioned as a good example. Foreign operators are also actively seeking ways to block scam calls and are interested in the success of the measures adopted in Finland.

“Finland has succeeded in creating a model that effectively protects consumers and prevents criminals from making scam calls from disguised numbers. It’s great to see that this is also attracting international interest. Preventing scams is an arms race between us and the criminals, so we are constantly developing new solutions as well”, says Jäkkö.

In addition to blocking scam calls, Elisa has developed a solution to block calls from unknown foreign numbers. Scam text messages can also be tackled with a solution jointly developed by Traficom and operators.

Elisa’s actions to reduce scams in Finland

  • 2020 – Prevention of “wangiri” scam calls:
    Elisa can identify and block commonly known wangiri numbers (a scam involving missed calls to prompt a costly callback) as well as potential new numbers and prevent the number from being displayed, so the victim cannot call the attacker’s line back.
  • 2021 – Elisa develops solution to block number spoofing:
    Elisa creates a solution that blocks number spoofing, i.e. falsifying Finnish phone numbers and using them in scam calls.
  • 2023 – Nationwide implementation of the number spoofing blocking solution:
    The solution for blocking number spoofing is adopted nationwide by order of Traficom.
  • 2024 – Tackling scam text messages:
    If an organisation has registered their sender name with Traficom, Elisa can block scam messages claiming to be sent by that organisation. For example, the Finnish Tax Administration is one of those who have registered their sender ID, so scam messages claiming to be from the tax authorities will not get delivered.
  • May 2025 – Basic security features for consumer mobile subscriptions:
    Elisa introduces default basic features for consumer mobile subscriptions that protect people using the internet on their mobile phone. These include a secure authentication service (mobile certificate), malicious website blocking and monitoring for data breaches.
  • July 2025 – Ability to block calls from abroad entirely:
    Elisa adds the possibility to completely block incoming calls from abroad using its patented solution.

ESET celebrates Black Friday with up to 50% off

ESET, a global leader in cybersecurity solutions, is offering savvy shoppers up to 50% off ESET HOME Security to celebrate Black Friday 2025. Deals are available from now until Tuesday 2nd December, giving consumers the opportunity to save on ESET’s latest all-in-one solution.

Protecting more than 100 million homes around the world, ESET’s cutting-edge security products are based on more than 30 years of research and are continually updated to address real-time threats. ESET HOME Security is a streamlined offering for consumers with three subscription tiers that provide users with broad and reliable digital life protection.

ESET is offering up to 50% off all three subscription tiers from now until 2nd December 2025:

UK Deals*:

ESET HOME Security Essential – 30% off 3 devices/1 year – was £44.99, now £31.49

ESET HOME Security Premium – 40% off 3 devices/1 year – was £74.99, now £44.99

ESET HOME Security Ultimate – 50% off 5 devices/1 year – was £114.98, now £57.49

US Deals*:

ESET HOME Security Essential – 50% off 1 devices/1 year – was $49.99, now $24.99

ESET HOME Security Premium – 50% off 1 devices/1 year – was $79.99, now $39.99

ESET HOME Security Ultimate – 50% off 5 devices/1 year – was $179.99, now £89.99

*Discount varies depending on the number of devices and length of subscription.

Despite ESET HOME Security already having a long list of features including Antivirus & Antispyware, Firewall, Ransomware Shield, Anti-Phishing, Safe Banking, Safe Browsing, Dark Web Monitoring, VPN, Folder Guard and Gamer Mode to name a few. ESET has recently introduced new upgrades to the software that include:

  • Ransomware Remediation – seamlessly creates encrypted backups so users can detect, block, and recover from ransomware with minimal disruption.
  • Enhanced scam protection – now covers SMS, email, phone calls, URLs, QR codes, and malicious files.
  • New tools: Microphone Monitor and Website Security Inspector to improve phishing detection.
  • ESET VPN – now available to Premium users (previously Ultimate only).
  • ESET HOME platform – updated for easier family protection and better overall user experience.
  • ESET Link Checker – a free online tool that scans any URL for phishing, scams, and malware.

These updates are designed to address the evolving threat landscape with special attention to prevention, ensuring a best-in-class user experience.

For more information on ESET’s Black Friday discounts and award-winning internet security for Windows, macOS and Android, visit www.eset.com.

He earns $8,150 a day by mining on CryptoMiningFirm using only a mobile phone—you can too!

San Francisco, California — 34-year-old Ethan Miller never imagined he could earn a stable $8,150 a day using only his mobile phone.

No complicated equipment, no technical skills required, and no need to be glued to a computer 24/7. All he did was download the CryptoMiningFirm cloud mining app, register an account, select a contract, and let the system work automatically.

His account balance grew from 0 to $244,500 in just two months. This change almost overturned all his original understanding of “making money with your phone”.

A Story of an Ordinary IT Engineer’s Counterattack

Ethan was originally an IT engineer, but he lost his job due to company layoffs. Pressure, mortgage payments, and expenses weighed heavily on him. “I had to find a new opportunity, or I’d be bankrupt,” he said.

One evening, he saw a discussion about CryptoMiningFirm cloud mining on a tech forum:

“Just use your phone, no need to buy mining rigs, no technical required, automatic mining and automatic settlement every day.”

He was skeptical, but still registered and tried it out. After registering, he received a $51 newcomer bonus, and the next day he started seeing earnings deposited into his account.

On day one, he earned $55.4.

On day three, he earned $236.

On day seven, he earned $2,870.

A month later, his daily earnings exceeded $8,000.

After confirming the platform was legitimate and secure, he upgraded his contract—and the rest is history. His highest daily earnings reached $8,150, and his monthly earnings exceeded $240,000.

He said, “I’m not an expert, I just took the first step earlier than others.”

How does CryptoMiningFirm achieve this?

Unlike traditional mining, which requires expensive mining rigs, CryptoMiningFirm offers cloud-based mining:

Users simply access the platform via their mobile phone or computer. The platform handles the mining rigs, maintenance, power, and computing power management.

Profits are automatically distributed to the user’s account daily. What Ethan finds most unbelievable is that even when his phone is off, the earnings continue to arrive.

More importantly, it features:

 

Dual regulation by the UK and the EU (MiCA model)

 

Full security protection with Cloudflare + McAfee

 

Green energy mining farms (USA/Canada/Nordic/Southeast Asia)

 

AI intelligent computing power scheduling improves mining efficiency by 35%

 

Supports mining of multiple cryptocurrencies including BTC, ETH, XRP, DOGE, and SOL

 

This makes mining no longer exclusive to “professional players,” allowing ordinary people to easily participate.

Real-world earnings examples for Ethan

 

Contract Type Cost ($) Duration (days) Daily Rate ($) Total ($)
Antminer T21 100$ 2 4$ 108$
Iceriver KAS KS7 550$ 5 7.15$ 585.75$
ETCMiner E11 2500$ 10 35$ 2850$
MicroBTWhatsMiner M66S++ 5000$ 15 77.5$ 6162.5$
Antminer S21 XPHYD 10000$ 25 175$ 14375$
ANTSPACE HW5 50000$ 38 975$ 87050$
ANTSPACE MD5 80000$ 45 1640$ 153800$

 

Ethan said:

I’m not a financial expert, nor a trader. I just seized an opportunity that ordinary people could participate in.”

Start earning money like Ethan in three easy steps:

Step 1: Free Registration – Complete in 30 seconds

Visit the CryptoMiningFirm website or download the app.

After registration, receive $10–$100 in free computing power rewards – start earning now without a deposit!

Step 2: Choose a Cloud Mining Contract

From beginner to advanced contracts, the system automatically allocates optimal computing power.

Step 3: Wait for your earnings to roll in

Daily profits are automatically settled and can be withdrawn or reinvested at any time to increase your returns.

It’s that simple.

Why are more and more people joining CryptoMiningFirm like Ethan?

Because this is no longer just “investment,” but a new type of intelligent passive income model:

No need to monitor the market

Unaffected by market fluctuations

No need for learning

No need to spend time

Earn money 24/7

In the era of AI + computing power economy, mastering computing power means mastering wealth.

Your wealth can start working for you—every single day!

Imagine this: every digital asset in your wallet earning daily income, and all it takes is a single smartphone.
If you don’t start now, you’ll never see your first profit. Hesitation means missing out on hundreds—even thousands—of dollars every single day. Ethan never imagined that a smartphone could completely transform his financial future.

But he did—and so can you.

Take control today: Download the CryptoMiningFirm App and turn your phone into a personal cloud mining powerhouse.

Don’t wait—every second you delay is money left on the table. Let your assets start earning for you right now!

Official Website: https://bestcryptocurrencytrading.com

Free App Download (iOS / Android): https://bestcryptocurrencytrading.com/xml/index.html#/ap

The First 90 Days After a Sale: The Make-or-Break Window for Your Cash Flow

For most small and medium businesses, the sale isn’t really the finish line. It’s the starting point of a delicate countdown — the first 90 days after the invoice goes out. Those three months quietly determine whether your business runs smoothly or spends the quarter scrambling to cover bills, pay suppliers, or delay projects because the money you earned hasn’t arrived yet.

It’s a window that doesn’t get talked about enough. Most teams focus on closing deals, delivering work, or delighting customers. But the period right after a sale is where your cash-flow story is written.

Why the First 90 Days Matter More Than Any Other Phase

Customers rarely pay late because of a dramatic issue. It’s almost always tiny things that snowball — the invoice got buried in someone’s inbox, a team member left, their internal approval process took longer than expected, or the client assumed someone else had handled it.

The longer an invoice waits to be seen or addressed, the more likely it is to drift into “later,” and later slowly drifts into “overdue.”

Here’s what makes the first 90 days the most critical period:

  • People are most responsive immediately after a purchase
  • Motivation to tie up loose ends fades quickly
  • Accounting cycles move slowly in many organizations
  • Internal approvals often stall without reminders
  • Early lapses become harder to correct after multiple billing cycles

If your business doesn’t have a structured follow-up rhythm built into those first three months, your chance of getting paid on time shrinks with each passing week.

Early Engagement Sets the Tone for Payment Behavior

The first few days after a sale are when your customer experience is at its highest point. They’ve just chosen you. They’re happy. They’re invested. It’s the perfect moment to reinforce expectations — including how and when payment happens.

SMBs often hesitate to emphasize payment terms too directly, but clarity isn’t rude. It’s professional. And setting clear expectations early doesn’t just help you get paid sooner; it builds trust.

Simple things make a big difference here:

  • Sending a friendly “next steps” email immediately after the sale
  • Reiterating payment terms in plain language
  • Giving customers multiple payment methods
  • Clarifying who approves invoices on their side
  • Asking for the best billing contact before the first invoice goes out

These steps don’t feel like “collections.” They feel like organized onboarding — and customers appreciate it.

What Happens When the First 30 Days Are Quiet

If there’s one period where businesses lose control of their cash flow, it’s days 1–30 after the invoice goes out. Not intentionally — they’re just busy. The team jumps into delivery, support, fulfillment, you name it. The admin part of the sale gets pushed to the background.

Meanwhile, the customer is equally distracted, and the invoice gets buried under their own pile of priorities.

This is when many invoices unintentionally slip into overdue territory, not because someone refused to pay, but because no one was paying attention.

So the pattern goes like this:

  • Week 1: “We’ll pay it soon.”
  • Week 2: “I’ll get to it tomorrow.”
  • Week 3: “What was that invoice number again?”
  • Week 4: “We’ll add it to next month’s batch.”

A simple, consistent process prevents that slide before it even starts.

The 60-Day Mark: Where Cash Flow Gets Shaky

Once an invoice hits 60 days overdue, you’re in a danger zone. Not because the customer is unreliable — but because human psychology starts working against you.

At this point:

  • They might feel embarrassed they haven’t paid
  • They’re less likely to respond quickly
  • The invoice is no longer fresh in their mind
  • Their internal cycle has rolled over
  • The “I’ll deal with it later” instinct strengthens

And for your business, everything starts tightening. Cash flow planning gets blurry. Investments get delayed. Suddenly you’re juggling instead of growing.

Why Some Invoices Drift Into “Never Paid” Territory

Here’s the uncomfortable truth most SMB owners eventually learn: the older an invoice becomes, the harder it is to recover.

After 90 days, payment probability drops sharply. After 120 days, the odds get grim. By the time you hit 180 days, it often isn’t about collections strategy anymore — it’s about damage control.

Most silent non-payers don’t set out to become non-payers. They drift into it. The communication fades, the urgency fades, and finally the relationship fades.

But all of this is preventable with the right structure in that early 90-day window.

The Power of Routine (Even If You Hate Reminders)

A consistent follow-up rhythm saves SMBs more than they realise. It reduces the emotional exhaustion of chasing payments and creates a steady, predictable pattern your customers come to expect.

The most effective rhythms usually include:

  • Automatically sending reminders before the due date
  • A check-in a few days after the invoice goes out
  • One reminder at the halfway point
  • A friendly nudge on the due date
  • A firmer message if the invoice becomes overdue
  • Clear escalation steps if it continues beyond 30 days

This is where account receivable automation software quietly becomes the behind-the-scenes hero. It’s not about being aggressive; it’s about staying consistent even when your team is swamped.

Turning the First 90 Days Into a Cash Flow Advantage

When you build structure into that crucial 90-day period, everything downstream gets easier:

  • Cash flow becomes predictable
  • Customer relationships stay healthier
  • You avoid the shame-and-silence spiral of late payments
  • You catch issues early instead of wrestling with them months later
  • You spend less time chasing and more time growing

The first 90 days aren’t just an admin phase. They’re an opportunity — the chance to turn a sale into revenue without friction or worry.

The Window You Can’t Afford to Ignore

Every business owner knows closing deals is essential. But turning deals into timely, reliable cash is what keeps the lights on and growth steady. The first 90 days after a sale are where that transformation happens — or where it falls apart.

With the right communication, consistent follow-ups, and a system that takes the pressure off your team, that window becomes less of a risk and more of a strength.

 

AI-Driven Voice Quality Scoring: Measuring More Than MOS

When it comes to voice communication, call quality isn’t just a matter of technical specs—it’s a direct reflection of how teams collaborate, how customers experience service, and how businesses function every day. For years, the industry has relied on the Mean Opinion Score (MOS) to gauge voice quality. While MOS has certainly had its place, the evolution of communications—especially with hybrid work, complex VoIP deployments, and real-time expectations—has exposed its limits.

Enter AI-driven voice quality scoring. This approach doesn’t just refine how quality is measured—it reshapes what “quality” actually means in modern communication ecosystems.

Beyond the Basics: Why MOS Alone Doesn’t Cut It Anymore

MOS was originally developed as a subjective test, where people rated voice samples on a scale from 1 to 5. Over time, it evolved into a standardized, algorithm-based approximation used by many UC platforms today. But as VoIP environments have grown more complex and sensitive to a wider array of performance factors, MOS—on its own—has started to feel like a blunt tool for a nuanced job.

Why? Because MOS tends to flatten the conversation around voice quality. Two calls can have the same MOS but very different user experiences. One might suffer from occasional jitter but otherwise be clear; the other might be plagued by delayed audio, robotic voices, or one-way communication. Both might score a “4,” but would you call them equally good?

The Role of AI in Voice Quality Assessment

AI doesn’t just look at packets—it looks at patterns. By analyzing massive volumes of voice traffic data, AI models can recognize subtle indicators of poor call quality before a user even reports an issue. Think of it as upgrading from a thermometer to a full diagnostic tool that doesn’t just measure temperature but also explains the cause of the fever.

AI-powered voice scoring goes far beyond what traditional metrics offer. It can factor in elements like:

  • Real-time jitter trends and burst packet loss
  • Codec behavior in specific call paths
  • Historical baselines for what “normal” quality looks like in a given environment
  • Contextual understanding—like recognizing whether an issue is isolated or part of a larger degradation

This gives IT teams a deeper and more contextual view of voice quality, allowing them to move from reactive troubleshooting to proactive problem-solving.

Why Nuance Matters in Call Quality

Not all voice issues are created equal. A 150ms delay in a conference call might be tolerable, but the same delay on a customer support line could ruin the interaction. AI-driven scoring understands that nuance and can assign different weights to different scenarios. It evaluates more than just whether packets made it to the other side—it looks at how those packets impacted the human experience.

This matters for service assurance too. Let’s say a VIP executive has a choppy Teams call during a quarterly board meeting. Traditional MOS might tell you everything was “fine”—but AI scoring, paired with real-time analytics, can reveal a sharp increase in jitter or a codec mismatch that affected intelligibility. That level of granularity is essential when uptime and clarity are non-negotiable.

Human-Centric Scoring Meets Machine Intelligence

One of the most compelling things about AI-powered scoring is that it allows organizations to blend machine precision with human experience. That’s important because, at the end of the day, what matters isn’t just what the machine hears—it’s what the user experiences.

By correlating network metrics with actual user complaints or call abandonment data, AI models can learn what kinds of issues tend to frustrate users most. Over time, the system adapts, assigning higher importance to those patterns and helping IT teams focus on what really matters to users—not just what shows up on a dashboard.

Real Impact for Operations and Visibility

Modern voip monitoring solutions need more than uptime metrics and average scores. They need to help IT teams get ahead of problems, not just respond to tickets. AI scoring enables that by delivering actionable insights, like identifying that a specific gateway is introducing latency during peak hours or that a certain segment of users consistently sees degraded call quality due to Wi-Fi instability.

And because these tools integrate into broader monitoring environments, they allow teams to connect the dots between voice, video, and network infrastructure. It’s no longer about isolated performance—it’s about full situational awareness.

From Scorecards to Strategy

Voice quality isn’t just a checkbox item anymore—it’s part of how businesses measure productivity, customer satisfaction, and operational health. AI-driven scoring gives teams the intelligence they need to move from generic scorecards to strategic decisions. Want to know which sites are struggling with poor audio? Which devices are driving the most complaints? Or how to plan capacity upgrades based on call load and quality trends? AI has the answers, without the noise.

Looking Ahead: Smarter, Not Just Faster

As unified communication environments continue to evolve—with more cloud deployments, edge computing, and AI-powered interactions—the way we measure success has to evolve too. MOS served its purpose, but it’s time for more intelligent, user-aware metrics that reflect the complexity of today’s voice ecosystems.

AI-driven voice quality scoring offers just that: a more complete, more human, and more actionable way to understand and improve communication. It helps teams hear what matters, before it becomes a problem—and that’s something no static score can deliver.

 

Irish start-up brings first ever Irish-voiced robot vacuum into homes for Christmas

Irish families looking for a smarter way to stay on top of housework this Christmas now have a new voice in the home, and it’s proudly Irish. West Cork-based home robotics start-up HomeBot Ireland, founded by Clara Mulligan and husband Alan O’Neill, has just launched its latest innovation: Glider 6-in-1 robot vacuum and mop, now available with voice guidance in a real Irish accent, voiced by none other than DJ Louise Clarke.
With self-emptying, self-washing and drying functions, suitable for all floor types, the Glider is designed to make home cleaning effortless and fun ahead of the festive season. The Irish voiceover not only makes set-up and daily use easier, it also adds personality and warmth. With accessibility in mind, the voice makes the product more accessible to the elderly and people with mobility issues, and is much more family-friendly, by helping warn children and pets of its presence.
 “I was absolutely delighted when Clara asked me to lend my voice to the new Glider. It’s great to be part of a project that supports Irish families and makes life a bit easier, and a bit more fun. I am always very happy to support local Irish family-run companies”, said Louise Clarke.
Founded in 2024 by Clara Mulligan and her husband Alan O’Neill, HomeBot Ireland was inspired by Clara’s father-in-law, who struggled to maintain his garden during the COVID lockdowns. The company’s first product, Buddy, a user-friendly, wireless robotic lawnmower, quickly became a best seller. One year later, HomeBot Ireland has grown into a national brand with a suite of smart robotic cleaners, including vacuums and mops, all designed around the real needs of Irish families.
We’re building products that actually work for Irish households, whether new or more traditional, for example with door saddles or no Wi-Fi in half the rooms,” said Clara Mulligan, co-founder. “Everything we do, from design to customer care, is grounded in empathy, practicality, and real problems our customers face.”
With support delivered fast via WhatsApp, HomeBot Ireland has earned a reputation for real-time, human-first customer care. “We live in West Cork, and when people message us, it’s us replying. That’s what makes us different, and why people keep coming back”, Clara adds.
“We are growing steadily and with purpose. We want to bring smart, simple, sustainable tech into Irish homes and give people their time back, one robot at a time”, added Clara.

BrushO – FSB 300 AI Toothbrush That Rewards You Review

The BrushO FSB 300 AI toothbrush is a new entry to the market for dental hygiene that also rewards you for brushing not that this should be feature to to invest in one you but gives you an incentive to brush your teeth more but a good one nontheless.

We have reviewed several sonic toothbrushes in the past and they are getting better to be fair and do a great job to get people on to a better routine of taking care of the teeth and with having a companion app like this BrushO has it only encourages you and yet sometimes myself I have been lazy which is why I love tech like this that makes you do things..

The core value of the BrushO lies in its integrated AI system, which functions as a hyper-vigilant personal dental coach through its companion app.

The brush utilizes multiple smart sensors to track three crucial elements of your brushing technique, It maps your mouth into zones (quadrants) and tracks exactly where you are brushing and, more importantly, where you’re missing. The app provides a visual score and map, ensuring you hit all surfaces with a colour coded map on screen and phone.

The brush has an effective pressure sensor that alerts you (often via a visual change on the brush itself and/or a notification in the app) when you are scrubbing too hard.

It includes the standard 2-minute timer with a 30-second reminder to switch to the next quadrant, ensuring you brush for the dentist-recommended time. Two minutes feels like forever doing this as I have said in past reviews which again shows the lazy effect and the AI score will gently remind you each time you are done.

This detailed, real-time coaching is transformative and as mentioned will get you into a routine like for example I have been using a WHOOP band and new Garmin watch for example and they work which is something I said would not beat me but has and this is all good.

While the smart features are the selling point, the primary task is cleaning, and the BrushO delivers. The high-speed sonic vibrations leave teeth feeling exceptionally smooth and “post-dentist clean.” The brush head design is highly effective at maneuvering into tight spots and around back molars, ensuring plaque removal even in hard-to-reach areas.

There is multiple cleaning options from deep clean smokey gum care and more from you to pick from the app does offer more options here that others I have tested in the past and works really well asides cleaning your teeth in the process.

There is a small screen on the toothbrush which you can select the clean you like and gives you a live picture of what has been done and so on and this will crosss over to the app but I would suggest using the app for the perfect session as everyone is different also to note you have to scan the toothbrush head too to make it work this is something I have not seen before aside binding the toothbrush itself which is the norm.

The BrushO as mentioned does a good lob of cleaning your teeth and has a great coach and options in the app to help you stick to a plan and customize your session when brushing you will find that it lowers the intesity if not doing it correctly and for example if you have a tooth missing which I do it will show up on the graph.

Over the time testing I tried different avenues of brushing and it shows in the app where was cleaned properly and where was not by a colour index on the teeth graph which is great so being lazy is not an option here you will be told how each session went, finally you can also earn from brushing which is great and more of an incentive which I feel is a great option and ot seen before on any other toothbrush I have covered,the option to earn points again great to see here and this will work offering you to get nw heads or brush which means you are locked into their product which is fine once they continue to offer more products later on giving people a choice and also letting the customer know they are serious and also to point out I had two software updates which is something to note, see the video below for more..

The BrushO App

 

 

BUY

Other toothbrush reviews

Video Review

Top Healthcare Analytics Companies in 2025

The rapid digitalization of the healthcare sector has brought data to the forefront of clinical decision-making, operational efficiency, and patient outcomes. Healthcare providers, digital health startups, research institutions, and payers now rely heavily on intelligent data tools to extract value from vast volumes of clinical, administrative, and patient-generated information. Healthcare analytics companies are leading this transformation, offering solutions that improve care quality, reduce costs, enable interoperability, and support population health management. Below is a detailed list of the top healthcare analytics companies in 2025 that are redefining the future of data-driven healthcare.

1. Kodjin

Kodjin is an advanced, FHIR-native healthcare data analytics platform designed to help healthcare organizations unify fragmented data sources, standardize datasets, and generate actionable insights in real time. Built by Edenlab, Kodjin solves a core problem in healthcare: lack of interoperability and the difficulty of transforming raw medical data into structured, analyzable formats. 

The platform incorporates a powerful FHIR engine, ensuring compliance with global data standards while enabling seamless exchange of clinical information across systems, applications, and care environments. Kodjin empowers hospitals, payers, and digital health vendors with dashboards, predictive models, query tools, and analytics workflows that support population health analysis, operational management, clinical decision-making, and regulatory reporting. With its focus on clean data, speed, security, and scalability, Kodjin positions itself as a cornerstone solution for organizations undertaking digital transformation, building health information exchanges, or implementing modern data architectures.

2. Optum

Optum is one of the most established names in healthcare analytics, offering robust data intelligence solutions for providers, payers, and life sciences organizations. Leveraging one of the largest healthcare datasets in the world, Optum delivers insights that support predictive risk modeling, chronic disease management, and operational optimization. Its analytics tools help healthcare systems identify care gaps, improve value-based care performance, and reduce unnecessary utilization. Optum’s long-standing expertise, combined with AI-driven analytics and deep clinical datasets, makes it a trusted partner for organizations seeking to enhance care quality and efficiency.

3. SAS Institute

SAS Institute is a global leader in advanced analytics and AI-driven health intelligence. Its healthcare suite uses machine learning, statistical modeling, and data science to support clinical research, population health initiatives, and hospital management. Healthcare organizations rely on SAS for fraud detection, epidemiological modeling, outcome prediction, and quality improvement. With decades of experience in data analytics and an unmatched record in trustworthy algorithms, SAS empowers medical researchers and health systems to uncover patterns and derive insights that lead to evidence-based improvements in care.

4. Health Catalyst

Health Catalyst provides cloud-based analytics and data warehousing solutions specifically tailored to the healthcare sector. The company helps organizations aggregate, normalize, and analyze data from across clinical and administrative systems. Health Catalyst’s platform is widely recognized for driving measurable improvements in operational performance, cost reduction, and patient outcomes. Their tools support decision-making across quality metrics, financial operations, and patient experience. By focusing on outcome-driven analytics and real-world implementation, Health Catalyst stands out as a leading partner for hospitals aiming to accelerate digital transformation and enhance clinical efficiency.

5. IQVIA

IQVIA is a powerhouse in healthcare analytics, blending real-world data, artificial intelligence, and life sciences expertise. Known for its extensive datasets and advanced data modeling, IQVIA supports pharmaceutical companies, researchers, and health providers with tools for real-world evidence analysis, clinical trial optimization, and patient journey insights. Their platform enables organizations to analyze treatment effectiveness, improve drug development processes, and strengthen population health strategies. IQVIA’s unique ability to integrate clinical, genomic, and behavioral data makes it a foundational analytics partner for organizations focused on precision medicine and innovation.

6. Truven Health Analytics (IBM Watson Health)

Truven Health Analytics delivers evidence-based insights powered by AI and natural language processing through IBM Watson Health technologies. The company provides analytics solutions for population health management, clinical benchmarking, and operational efficiency. Truven’s tools allow hospitals to evaluate performance, improve patient safety, and align care delivery with national quality standards. Government agencies and employers also rely on Truven for policy evaluation and cost analysis. With strong analytical capabilities and a focus on actionable intelligence, Truven helps healthcare systems make informed decisions that improve outcomes and reduce costs.

7. MedeAnalytics

MedeAnalytics provides enterprise analytics solutions designed to help healthcare organizations strengthen both financial and clinical operations. Its platform offers real-time dashboards, revenue cycle analytics, and population health tools that enable healthcare leaders to uncover inefficiencies and identify improvement opportunities. MedeAnalytics focuses on intuitive data visualization, giving stakeholders at all levels—from executives to clinical managers—the ability to interpret data quickly and effectively. Their predictive analytics solutions also support resource planning, patient engagement, and quality improvement initiatives. By turning complex data into clear, actionable insights, MedeAnalytics enables organizations to achieve measurable performance enhancements.

Conclusion

The healthcare analytics landscape is becoming increasingly vital as organizations navigate growing data requirements, regulatory pressures, and the shift toward value-based care. Each company on this list plays a crucial role in advancing data-driven healthcare—whether through enhanced interoperability, predictive modeling, research analytics, or operational intelligence. Kodjin, with its FHIR-native architecture and focus on real-time data standardization, stands out as a leader for modern healthcare ecosystems seeking scalable and future-proof analytics solutions. Together, these top healthcare analytics companies empower the industry to improve patient outcomes, increase efficiency, reduce costs, and accelerate innovation. In a world shaped by digital health, analytics is not just a tool — it is the foundation of smarter, safer, and more efficient care delivery.

 

Zack O’Leary wins SciFest National Final 2025

Zack O’Leary from Co. Kildare representing Clongowes Wood College, has won the overall title of SciFest STEM Champion 2025 for his project M.A.N.T.I.S “Muon Analysis for Non-Invasive Tomography and Image Simulation”.  Zack will go on to represent Ireland at the Regeneron International Science and Engineering Fair (ISEF) in Phoenix, Arizona next May. SciFest is Ireland’s largest, most-inclusive all-island STEM fair programme for second-level students.

The SciFest National Final, held in Marino Conference Centre in Dublin today, was attended by students from every corner of Ireland with 51 students from 31 schools qualifying to participate this year. Students secured their place at the National Final by winning one of the top awards at the 15 regional SciFest fairs earlier in the year.

This year’s programme also featured five international projects from students in Sri Lanka and South Africa, further extending the global network of SciFest.

Since 2006, the programme continues to grow and expand, reporting an increase in student participation year on year. This growth has been made possible by the continued support of the Department of Education and Youth, Research Ireland and our industry partners, Intel Ireland, Boston Scientific, EirGrid and Keenova.

As SciFest prepares to celebrate its 20th anniversary next year, the programme’s mission remains the same – to encourage students’ participation in STEM in an enjoyable and interactive way. SciFest is free to enter and open to everyone across the island of Ireland, no matter their background or circumstance.

Speaking today at this year’s National Final, CEO and Founder of SciFest, Sheila Porter commented: “On behalf of everyone here at SciFest, I would like to extend a warm congratulations to all the participants, and in particular to Zack O’Leary for winning the title of SciFest STEM Champion 2025. We saw a significant increase in technology projects this year focusing on artificial intelligence and medical devices – it is great to see students take a strong interest in solving real world problems.”

“SciFest’s purpose remains to inspire and empower the next generation to engage with the world of science, technology, engineering and mathematics. It has been a pleasure to watch SciFest continue to grow and to meet with all the immensely talented and bright students that participate every year. I want to extend my gratitude to everyone who has been involved – from our students, teachers, parents and judges to our wonderful sponsors – all of whom have contributed to this extraordinary event. “