Tech
Programmatic Advertising: What Is It And How Does It Work?
Programmatic advertising is one of the most innovative and dynamically developing areas of digital marketing. It provides brands with unique ad placement solutions that optimize advertising campaigns, making them more accurate and effective. In this article, you will learn about the main aspects of programmatic advertising, its advantages, and the features of its launch.
What Is programmatic?
This is a system for buying and selling impressions and target actions through automated platforms. The main feature is that the advertising message is shown to the most interested users. A special algorithm ensures accurate hits.
Audience segmentation can be carried out by the following parameters:
- demographics;
- location;
- search queries;
- interests;
- devices and browsers used;
- behavior;
- time of day.
How Does It Work?
In programmatic advertising, there are three platforms participating in the auction:
- DSP (demand side platform) is the party that generates demand, or, more simply, purchases traffic and places bids at the auction. These are advertisers who upload their creative materials, define the target audience, and set the target. Their goal is to place their ad at the lowest cost and with the most accurate hit in the target audience.
- SSP (supply-side platform) is the party that generates the supply. But these are not end users, but a system that accumulates traffic from multiple sites and connects to the DSP.
- DMP (data management platform) – this side manages data and is responsible for hitting the audience’s interests when placing ads. In this case, the system collects information about user interests from different sites and then divides them into segments. Thanks to it, the DSP understands who exactly needs to see the advertising message.
Why You Shouldn’t Confuse Programmatic With Targeting, Contextual Advertising, And SMM
If we consider contextual advertising, in this case, the difference with programmatic is in the use of already formed, ready-made keywords. They allow visitors to find the desired product or service, respectively, the advertiser is targeting existing demand.
Programmatic is aimed at generating demand, and it works at the upper stages of the sales funnel.
But SMM is brand promotion through social networks, based on working with a group of users. Here, content, interaction with the audience through reactions, reviews, as well as tools for increasing engagement and loyalty are mainly used.
Sometimes targeting is used in SMM, and, it would seem, the mechanism of operation is approximately similar. The difference lies in the goals of promotion. If in social networks it is important to attract likes, comments, subscriptions, and other signs of engagement, then in programmatic media indicators (reach, traffic, conversions, awareness, etc.) are more important.
There are also a number of differences in the specifics of the functioning of these systems and the optimization of advertising campaigns. We can say that targeting in social networks is programmatic within one website or application.
Advantages And Disadvantages of Programmatic Advertising
The entire programmatic advertising system certainly has its pros and cons. Let’s start with the advantages:
- Independent launch of advertising without involving intermediaries.
- Simultaneous coverage of different platforms.
- Speed of processes.
- Reduction of resources for running an advertising campaign.
- Transparent purchasing mechanism.
- Optimization of campaigns at any time.
- Viewing statistics on all platforms through a single window.
- The most accurate optimization of settings and targeting by various indicators.
- Purchase of traffic on premium resources through an open auction.
- The ability to select and purchase residual traffic on sites for a small cost.
Now let’s look at the disadvantages of programmatic ad placement services:
- The difficulty in obtaining high-quality results without preliminary testing and experience using such platforms.
- The need for preliminary analysis. Robots cannot independently determine the target audience, so you need to understand who exactly the ad should be directed at.
How Programmatic Advertising Works
In programmatic, everything is built on the principle of a real-time auction. The sequence of actions in the functioning of this system is as follows:
- Website owners who are going to place ads register on a special platform. The auction will take place there.
- The user goes to the page where there is free space for advertising.
- The platform notifies everyone who wants to show their ad about the start of the auction.
- An auction is held, where the advertiser who is ready to give the maximum bid for the display wins. He determines the price in advance.
- The ad of the winning advertiser is shown to the resource visitor.
- The client clicks on the ad, and the advertiser converts it into a sale and profit.
It would seem that the process is quite complicated, but with the help of robots, it takes a few seconds. The advertiser’s interests are represented by DSP services that automatically select the most profitable placement options, and the places are sold by SSPs.
By the way, in addition to placement through an auction, there is also a direct method called programmatic direct. It involves purchasing a place on a specific resource; trading, exchanges, and other similar mechanisms are excluded.
How to Launch Programmatic Advertising?
Before launching advertising on such platforms, it is worthwhile to first analyze the target audience and determine its profile. Users should remember the shortcomings of the system. Thus, segmentation must be done independently. On the platform, users should specify more detailed parameters to hit the target.
Based on the research, users should prepare creative material. And then everything goes according to a strictly established sequence:
- Choosing a platform. You look at the resources that best meet your needs and have large coverage and a good reputation.
- Creating an ad within the service. Here you simply upload the previously developed creative materials.
- Setting up the target. This is where the previously completed analysis of the target audience will come in handy. This picture will help to extract the maximum benefit from this tool.
- Setting KPI. Determine in advance by what indicators you will evaluate the effectiveness of this process.
- Tracking the campaign and analyzing the results. Adjust the parameters as needed to achieve the best result. If the first attempt was unsuccessful, try using a set of other settings.
Wrapping It Up
Programmatic advertising is actively developing, offering businesses increasingly useful tools and approaches for effective work with the audience. The use of modern advertisement placement solutions allows advertisers to achieve high engagement and conversion rates, minimizing costs and optimizing processes. If you are interested in entering the programmatic advertising market, we recommend paying attention to TeqBlaze. The company has been specializing in creating programmatic advertising and real-time bidding platforms since 2014.
Tech
Shaping the Future of Global Health: ‘Go Healthy with Taiwan 2026’ Unveils Top 20 Innovators from 62 Nations
Global campaign shatters records with 832 proposals, spotlighting breakthrough solutions in Smart Healthcare and Sports Tech.

The 20 Semifinalists for the “2026 Go Healthy with Taiwan” competition.
The “Go Healthy with Taiwan 2026” global proposal campaign has selected 20 semifinalists from 832 proposals across 62 countries, with two more rounds of selection still to come. The 20 shortlisted teams hail from 16 countries worldwide, including Australia, Brazil, Canada, Ethiopia, France, India, Israel, Japan, Malawi, New Zealand, Philippines, Poland, Spain, Tunisia, Ukraine, and U.S.A., fully demonstrating strong international diversity and innovative energy.
This campaign is organized by the International Trade Administration (TITA), Ministry of Economic Affairs, Taiwan, and implemented by the Taiwan External Trade Development Council (TAITRA). This year’s campaign grew sharply: entries came from 62 countries and totaled 832, up 30% from last year’s 638 entries from 55 countries. The jump shows how many innovators worldwide now want to work with Taiwan’s health and sports technology companies.
The 20 teams work in two areas: 11 projects in Smart Healthcare, such as AI screening tools, remote patient monitoring, and better equipment for clinics, and 9 in Sport Tech & Cycling, such as injury prevention, rehabilitation, exercise for older adults, and safer cycling. The cohort features a rich variety of organization types, mostly companies (70%) with products already on the market, plus NGOs, government bodies, and universities that work directly with patients and communities. They vary in size too: small and mid-sized firms make up 45% of the list, with large companies making up the rest. Whatever the technology, the teams are chasing four goals: finding illness earlier, making care affordable in rural and under-served areas, helping people move safely, and helping older adults stay independent.
Here is how the 20 teams line up against those four goals:
Finding illness earlier
- Horus ML S.L. (Spain) — AI that screens for heart disease risk.
- Masima: Macunaima Solucoes Em Imagens Medicas Ltda (Brazil) — AI-driven quantitative brain CT and MRI analysis developed with Taiwanese digital health platforms.
- Myant (Canada) — smart clothing that tracks vital signs continuously.
- Neodocs (India) — reads a urine test strip with a smartphone to screen for kidney disease in 30 seconds.
- Skin Scan Sp. Z O.O. (Poland) — AI that screens skin lesions.
Making care affordable in rural and under-served areas
- Cardiac Centre Ethiopia Cardiac Centre Ethiopia (The Children’s Heart Fund of Ethiopia) (Ethiopia) — offline-first cardiovascular and NCD clinical decision support for grassroots health centers.
- Municipal Non-Profit Enterprise “Central City Clinical Hospital of Ivano-Frankivsk City Council” (Ukraine) — rebuilding high-standard operating rooms with Taiwanese equipment.
- PragmaClin Research Inc. (Canada) — 3D cameras and AI that measure Parkinson’s symptoms, bringing assessment to rural patients.
- The word for the world in Malawi (Malawi) — IoT water sensors and hydroponic systems to secure safe drinking water and combat child malnutrition.
- Warux Health Ltda (Brazil) — Taiwan’s contactless vital-sign AI built into WhatsApp care services.
Helping people move safely and avoid injury
- ASENSEI Inc. (U.S.A.) — real-time movement analysis for gyms and fitness coaches.
- Be Bike (Brazil) — smart sensors on delivery riders’ e-bikes to cut downtime and fatigue.
- Espace Vélo (Tunisia) — Edge AI in a smart health mobility platform.
- INSEP – Institut National du Sport, de l’Expertise et de la Performance (France) — an injury prevention platform for athletes.
- OfficeMax New Zealand (New Zealand) — smart e-mobility packages for corporate green commuting and employee wellness.
Helping older adults stay active and independent
- E.Tel Communications Pty Ltd (Australia) — wandering detection for people with dementia.
- EnduCloud / Tomer Geminder (Israel) — exercise prescriptions for older adults.
- Sakai Medical Co.,Ltd. (Japan) — Taiwanese equipment that helps older adults live independently.
- Symbio Assistech Pvt LTD (India) — a cabin-sized folding wheelchair built with Taiwanese precision parts.
- UST Technovation Society (Philippines) — smart e-bikes and trainers with biometric monitoring for cardiac and chronic disease rehabilitation.
Because each proposal is built around Taiwanese products and technologies, these ideas also have a clear path from prototype to wide, everyday use.
The 20 semifinalist teams will now work one-on-one with industry experts to improve their proposals. The campaign is scheduled to officially announce the final 6 shortlisted teams in early November. Those 6 teams will be invited to Taiwan to pitch in person. Three of them will be chosen as winners, and each will receive US$30,000. Expectations are high as to who will take home the top honors—stay tuned! For comprehensive details regarding all 20 shortlisted proposals, please visit our official website: https://gohealthy.taiwanexcellence.org/
About the Go Healthy with Taiwan Campaign
“Go Healthy with Taiwan” is a global proposal campaign aimed at connecting global innovators, institutions, and organizations with Taiwan’s health and wellness industry to jointly develop new solutions for health and wellbeing.
The 2026 campaign, themed “Designing Healthier Futures Together,” focuses on Cycling, Fitness & Sports Technology, and Smart Healthcare. Participants are encouraged to incorporate Taiwanese products, technologies, services, or business models into their proposals. Selected participants will receive expert mentorship and have the opportunity to engage with Taiwan’s industry ecosystem.
Tech
How to Secure GCP Workloads in Production
According to Google Cloud, misconfigurations remain the main risk when it comes to running workloads in production on Google Cloud Platform (GCP). In 2025 alone, businesses across various industries faced financial loss of over 10.22 million dollars due to a data breach. This is why securing GCP environments should be treated as an ongoing job and done with diligence.
In this article, we’ll break down how to protect GCP workloads in production and keep your systems safe without turning your workflow upside down. Let’s get right into it.
Build Security on a Strong Identity Foundation
GCP uses Identity and Access Management (IAM) to decide who can do what. While this sounds simple and pretty obvious, this is where most teams trip up. Instead of giving specific roles to each user, group, or service account, they hand out broad roles like Project Editor or similar and end up with too many users having permissions that they don’t need.
Don’t make that mistake. Stick to the principle of least privilege.
- Give users and services only the access they really need, even if that means spending more time on setup.
- Make sure to regularly run the IAM Policy Analyzer to find out what users have what access and how many of them they use, so you can further tighten access control.
- Avoid relying on service account keys.
Once widely popular, these service account keys have become easy prey for cyber attackers who steal them from phishing and infected devices. Instead, opt for Workload Identity Federation and multi-factor authentication.
These simple precautions can help prevent breaches and give you more organized access control.
Segment Your Network Like a Pro
Your network is your first line of defense. If protected, no attacker will be able to get in. This is why segmentation should be given particular attention. Use Virtual Private Clouds (VPCs) for different environments like development, staging, testing, and production workloads. This way, if attackers somehow get into one area, they won’t be able to move across other environments.
Next up, give your attention to VPC Firewalls. Oftentimes, they are set up to allow traffic on all ports, which exposes sensitive data to breaches. Make sure to tweak the setup, ensuring they only allow traffic that is necessary.
For highly sensitive data, you can go a step further and add VPC Service Controls. This will let you draw a perimeter across specific Google-managed services (Cloud Storage, BigQuery, etc.) so that data can only move to approved networks. For example, if someone gains login credentials, they won’t be able to copy data out of that designated VPC security perimeter.
Use Built-In GCP Security Tools Early
Many teams make the mistake of waiting too long before finally deciding to set up security tools. And while GCP offers a solid suite of built-in services for building applications, the intricacies that come with it often limit flexibility and introduce unnecessary challenges. This is why opting for GCP security tools from the outset is often the best decision for many organizations.
Encrypt Data
Data encryption is a vital step in securing sensitive production data. The good news is, GCP automatically encrypts data at rest with Google-managed keys, but as an extra step, especially for regulated industries like healthcare, finance, etc., you can use Customer-Managed Encryption Keys via Cloud KMS on services like Compute Engine disks or BigQuery tables.
To eliminate the risk of possible key theft, ensure that:
- You store these keys along with your important assets, such as personal databases or financial records.
- You run automatic rotation at least once every 90 days.
For application secrets like API keys, certificates, and passwords, use Secret Manager instead of hard-coding them. Google guidance emphasizes the importance of storing “keys, passwords, certificates, and other sensitive data” in managed services, not in code.
Set up tight IAM policies on these secrets. They should only be accessible to developers at runtime and a few admins who’ve been granted access to rotate or delete them. This will add a strong layer of protection to your environment and reduce the chance of misuse or data leaks.
Harden Your Computer Workloads
Lock down the machines and containers themselves. For Virtual Machines (VMs), always use Shielded VMs, which are easy to enable simply by clicking the box on creation. This will enforce secure boot and firmware verification to prevent low-level compromise.
Keep all operating systems and container images patched. If not done already, make sure to enable OS patching or vulnerability scanning. For GKE containers, use tools like Container Analysis or Binary Authorization to scan container images for CVEs and only allow deployment of images signed by your CI/CD pipeline.
Finally, make it a rule to run only essential services on each host and avoid installing all services just in case. Containers and VMs should be treated as single-purpose workloads. For example, if you’re using Kubernetes, don’t run your own SSH daemon in pods.
Continuously Monitor, Audit, and Respond
You can’t fix what you don’t see. This is why it’s vital to continuously monitor what’s happening in your system and make adjustments. Enable Cloud Audit Logs for all admin and data access, and send these logs to a central logging project or SIEM as per Google recommendations. This will help your team spot any sudden new grants and block them from breaking into the workload.
Keep tabs on things like:
- Failed login attempts;
- Unusual traffic spikes;
- Changes in IAM policies.
Use Security Command Center (SCC) Premium to compile a list of all security findings from multiple resources and receive reports on threat detection events. Google stresses that this tool is particularly good at catching broadening of access and permissions, which is often the major reason that leads to breaches.
Make sure to set up alerts for unusual events. Cloud logging can trigger alerts on patterns like IAM roles being changed outside the usual change window or unusually large GCS object reads. Your audits should be thorough and regular.
Final Thoughts
To bring it to the chase, securing GCP workloads in production isn’t a “done-and-forget-it” job. It’s an ongoing work that requires constant attention and adjustments. However, if you combine the right tools, approach, and tight control over everything that happens in your system, the new habit of keeping your system safe can save you millions of dollars that could be lost due to malicious attacks.
Tech
Military-Grade Tested: How RETEVIS Industrial Two Way Radios Survive Extreme Environments
We translated 19 brutal MIL-STD-810H lab tests into real-world reliability for job sites. Here’s what it means for your gear.
See how RETEVIS Industrial Two Way Radios like RETEVIS RB48 series prove their reliability. We break down the extreme MIL-STD-810H military testing they pass and what that means for durability on your construction site or factory floor.
The claim of “military-grade” gets tossed around a lot in consumer tech, often with little to show for it. But for companies building tools that people’s safety and livelihoods depend on, that claim needs to be backed by a verifiable pedigree. For RETEVIS Industrial Two Way Radios, that proof comes in the form of a 47-page, third-party test report. Their RETEVIS RB48 and RB648 series radios have been subjected to—and passed—the full gamut of 19 environmental tests outlined in the U.S. Department of Defense’s MIL-STD-810H standard.

But what does a standard designed for gear that might be airdropped or mounted in a armored vehicle actually mean for a construction foreman, a warehouse manager, or an outdoor adventure guide? We decoded the technical report to translate these brutal lab trials into real-world job site and off-grid reliability.
The Test Chamber as the Ultimate Proving Ground
The official MIL-STD-810H certification, conducted by an accredited lab like GRG Metrology & Test, puts devices through a gauntlet that simulates years of worst-case-scenario abuse in a matter of weeks. For RETEVIS Industrial Two Way Radios, the testing highlights include:
Procedure I – Low-Pressure Operation: The radios functioned normally at an atmospheric pressure equivalent to 15,000 feet of altitude. Real-World Translation: Reliable performance for high-altitude mining, mountain rescue, or aviation ground operations.
Procedure I – Temperature Shock: Units were violently cycled four times between a -40°C (-40°F) deep freeze and a +85°C (185°F) oven in under a minute per transition. Real-World Translation: The radio won’t fail when moved from a freezer warehouse to a sun-baked refinery pipeline or left in a truck overnight in a prairie winter.
Procedure I – Immersion: Submerged in 1 meter of water for 30 minutes. Real-World Translation: It survives being dropped in a mud puddle, used in a torrential downpour, or rinsed off after a dusty shift.
Procedure I & II – Blowing Dust & Sand: Subjected to high-velocity dust and sand storms for multiple hours. Real-World Translation: Internal components stay protected in the abrasive, particulate-filled air of a demolition site, desert oil field, or grain handling facility.
Procedure I & V, VI – Shock and Vibration: Endured repeated 40G and 75G mechanical shock pulses and hours of variable-frequency vibration. Real-World Translation: They withstand the constant jolts inside a heavy machinery cab, the rattling on a forklift, or the impacts from accidental drops on concrete.
“The goal isn’t to create an indestructible brick, but a highly functional tool that is predictably reliable,” explains a RETEVIS engineer. “We design our RETEVIS Industrial Two Way Radios to pass these specific tests because they are a proxy for real-world extremes. If our radios work here, we have high confidence they’ll work for years on a demanding worksite or outdoor expedition.”
Beyond the Battlefield: From Military Spec to “Industrial-Grade” Clarity
This hardware-level toughness is foundational to RETEVIS’s 2026 brand promise: “The Signal Never Drops.” The company is leveraging this engineering credibility to do more than just sell radios; it’s aiming to educate the market. This effort includes the recent release of an “Industrial Wireless Communications Reliability Standard Guide,” a public whitepaper that breaks down device reliability into three clear, actionable tiers.
“Passing MIL-STD-810H is our internal benchmark and the origin of our product’s reliability,” the engineer states. “The public-facing standard is how we help customers choose. Does a campground manager need the same radio as an offshore oil rig mechanic? Probably not. Now there’s a clear framework to understand that difference and select the appropriate RETEVIS Industrial Two Way Radio for the task.”
Why This Matters for Professionals and Outdoor Workers
For businesses, this proven resilience translates directly to lower total cost of ownership (fewer replacements), reduced downtime, and enhanced safety compliance. For expanding user groups like family adventure teams, backcountry hikers, or event organizers, it means trustworthy communication when there’s no cellular signal and conditions get rough.
This move represents a significant shift in a market saturated with buzzwords. By open-sourcing its engineering philosophy and using objectively verified military testing as a baseline, RETEVIS challenges the entire industry to elevate its standards. In environments where a dropped signal means more than static—it could mean a missed safety warning, a delayed critical shipment, or a stranded hiker—this level of transparency and proven performance is becoming essential.
Where to Get the Tested Reliable Comms Gear:
For professionals and prepared individuals seeking this level of verified durability, the RETEVIS RB48 series Industrial Two Way Radios are available for purchase. You can find the latest models and kits on RETEVIS Official Amazon Storefront.
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