Category Archives: Technology

 SimonMed Launches World’s First Enterprise-Scale Integrated AI Lung Nodule Risk Assessment Workflow

Multiple FDA-cleared AI technologies are integrated into a single clinical workflow for lung nodule detection, characterization and malignancy-risk prediction—without disrupting how radiologists work. 

SCOTTSDALE, AZ – Aug 25– SimonMed, one of the largest outpatient medical imaging providers and radiology practices in the United States, announced a partnership with Optellum, an AI-powered lung cancer diagnostics company, to integrate advanced lung nodule risk-stratification AI directly into its existing AI-enabled clinical workflow. This integration is designed to give referring providers an objective, validated assessment of malignancy risk for eligible incidentally detected pulmonary nodules, supporting earlier and more appropriate patient care.

Under this new partnership, eligible lung nodules identified during standard chest CT scans will flow into Optellum’s Lung Cancer Prediction (LCP) AI for evaluation. Optellum’s software is the first AI-based decision-support tool cleared by the FDA for malignancy risk prediction of eligible incidentally detected pulmonary nodules. The software analyzes various nodule characteristics and generates a validated AI-derived Lung Cancer Prediction (LCP) score to assist in informing clinical decision-making.

“For the first time, eligible pulmonary nodules can move seamlessly from detection to malignancy risk assessment without requiring a separate workflow, additional clicks, or manual case selection,” said Dr. Sean Raj, Chief Medical Officer and Chief Innovation Officer at SimonMed. “We believe this represents the world’s first enterprise-wide deployment of an integrated AI-powered pathway for lung nodule detection, characterization, and malignancy risk prediction. It’s a major step toward ensuring every patient with a potentially dangerous lung nodule receives a consistent, objective assessment, while keeping the radiologist firmly at the center of clinical decision-making.” 

Millions of lung nodules are found incidentally on CT scans each year, but timely and appropriate follow-up remains a challenge. Traditional risk models can leave clinicians uncertain, leading to delayed diagnoses of malignant nodules or unnecessary procedures for benign ones. By evaluating every eligible pulmonary nodule within the radiologist’s existing workflow, SimonMed helps ensure consistent, AI-powered risk assessment across the enterprise while reducing variability and the chance that high-risk nodules are overlooked.

The integration of Optellum LCP AI builds on SimonMed’s existing AI-enhanced lung nodule program, powered by Infervision, which already provides automated volumetric sizing and interval-growth tracking. By adding Optellum’s risk prediction technology, SimonMed gives referring providers clearer guidance while continuing to advance a more targeted, imaging-based assessment of pulmonary nodules.

“We are thrilled to partner with SimonMed to bring our LCP AI to their extensive network of clinics,” said Dr. Johnathan Watkins, CEO of Optellum. “SimonMed’s commitment to making cutting-edge diagnostic technology accessible aligns with our mission to ensure no lung nodule is left behind. By risk-stratifying patients at the point of diagnosis, we can help their subspecialty radiologists and referring clinicians prioritize the right patients for life-saving interventions. And with Optellum’s LCP AI uniquely named in Medicare payment policy and reimbursed by commercial payers, partnerships like this can scale sustainably, bringing earlier diagnosis to more patients.”

While the workflow is designed for speed and ease of use, specialist oversight remains central. The Optellum LCP score serves as clinical decision support and is interpreted alongside imaging, prior exams, patient risk factors, and clinical guidelines. Every AI-generated risk score is reviewed and confirmed by a board-certified SimonMed radiologist before inclusion in the final report, ensuring referred providers receive trusted, actionable findings. Once fully deployed, this workflow will automatically evaluate pulmonary nodules across one of the nation’s largest outpatient imaging networks, representing one of the largest enterprise implementations of AI-powered lung cancer risk assessment worldwide.

The Optellum integration is the latest milestone in SimonMed’s broader strategy to advance medical imaging through clinically validated AI. Across multiple imaging specialties, SimonMed continues to invest in technologies that enhance diagnostic accuracy, improve efficiency, and provide referring providers with more meaningful insights, while ensuring every result remains under the review and oversight of board-certified radiologists. 

Teledyne FLIR to Show the New Si2a-PD Continuous Partial Discharge Monitor at Electric & Power Indonesia 2026

A fixed-mount acoustic imaging camera built to watch energized electrical assets around the clock.

Aug 24: Teledyne FLIR will bring the new FLIR Si2a-PD to Electric & Power Indonesia 2026 — a fixed-mount acoustic imaging camera built to watch energized electrical assets around the clock. It joins the portable Si2-Series, iXX-Series, Exx-Series and T-Series cameras at Booth #2501 in Hall A, September 2–5 at the Jakarta International Expo.

Partial discharge is intermittent. A quarterly inspection catches it only if the discharge happens to be active when the inspector walks past. Closing that gap is what the Si2a-PD is for.

Si2a-PD: An Always-On Electrical Guardian
The Si2a-PD detects, locates, classifies and assesses partial discharge, corona and arcing from 0.3 m (1.0 ft) up to 200 m (656 ft). An array of 124 low-noise MEMS microphones covers a 2 kHz to 130 kHz bandwidth and overlays the acoustic image on a 12 MP color camera view with a 75° field of view.

AI-based severity assessment ranks what the camera finds and recommends an action, so the output is a maintenance decision rather than a waveform for someone to interpret. The unit is IP66-rated with VESA mounting for switchgear rooms, GIS and outdoor substations, and it feeds FLIR Assetlink™ for event tracking and integration into existing digital maintenance workflows.

“Partial discharge is often intermittent and can therefore be difficult to capture during routine inspections,” said Darrell Taylor, Business Director for Acoustics at Teledyne FLIR. “With the Si2a-PD, customers gain continuous visibility into their assets, enabling earlier detection, improved reliability, and more informed maintenance decisions.”

Si2-Series: The Portable Counterpart
Where the Si2a-PD stays mounted, the Si2-Series goes to the asset. The Si2-PD locates partial discharge in high-voltage equipment. The Si2-LD finds pressurized leaks and mechanical faults. The Si2-Pro does both and quantifies gas leaks, including hydrogen, CO₂, methane, helium, argon and ammonia. All three use the same 124-microphone array and the same 200 m reach in a one-handed camera that takes minimal training, and the Si2x models carry that capability into ATEX and HazLoc classified areas.

iXX-Series, Exx-Series and T-Series: Thermal on the Same Stand
Thermal imaging remains the fastest way to find a loose connection or an overloaded conductor before it fails. The iXX-Series — the i34 at 240 × 320 and the i64 at 480 × 640 — runs guided workflows on the camera itself and uploads results automatically to FLIR Assetlink™ for route planning or FLIR Ignite™ for trend tracking and work order generation through a connected CMMS.

The Exx-Series runs from the E54 up to the E96, which images at 640 × 480 and measures to 1500°C (2732°F), with laser-assisted autofocus on the E76, E86 and E96. The T-Series adds a 180° rotating lens platform for overhead and floor-level targets and an optional 6° telephoto lens for reading terminations from outside the fence line.

Visit Us at Electric & Power Indonesia 2026
Teledyne FLIR is at Booth #2501, Hall A, Jakarta International Expo, September 2–5, 2026. To book time with the team or to learn more about the products on display, visit www.flir.com.

Bosgame Enters India with Kaynes Technology; Companies Sign Strategic MoU to Strengthen Computing Presence in India

Collaboration brings together BOSGAME’s intelligent computing portfolio with Kaynes Technology’s engineering, manufacturing and market execution capabilities.
 

Mr. Jaydeep Jadav, Head – Brand Business, Kaynes Technology India Limited, said:

“India is entering an exciting phase in electronics where global product innovation is increasingly being complemented by strong local engineering, manufacturing and customer support capabilities.
Our collaboration with BOSGAME is aligned with this transition. We look forward to combining BOSGAME’s product strengths with Kaynes Technology’s capabilities to build a scalable and sustainable presence for the brand in India.”

Ms. Lucky Wang, Vice President, Six United, BOSGAME, said:
“India is an important technology market with significant long-term potential. We are pleased to collaborate with Kaynes Technology, whose engineering, manufacturing and execution capabilities provide a strong foundation for our India journey. Together, we look forward to bringing innovative computing solutions closer to Indian customers and building a meaningful presence in the market.”

New made in India Philips Signage 1000 Series brings straightforward visual quality and energy efficient performance for business

Made in India to bring greater display accessibility for businesses, the Android SoC Philips Signage 1000 Series combines versatile installation with dependable 24/7 operation, advanced connectivity, and professional processing power – for maximum impact without breaking the bank.

New Delhi, Aug 21: PPDS, the exclusive global provider of Philips Professional Displays and complementary solutions, has announced the launch of its new Philips Signage 1000 Series. Made in India, for businesses in India.

Built for versatility in professional environments, the new Series combines smart integration, energy efficient operation, and dependable visual performance for better business outcomes. Driven by the processing power of its professional Android SoC, the Philips Signage 1000 Series enables easy integration of native Android applications, as well as web apps and software, directly on the display, eliminating the need for an external media player.

Developed for dependable, always on communication

Supporting 24/7 operation, the Philips Signage 1000 Series is suited to retail settings, quick service restaurants, and public venues, where content needs to remain clear and available day and night. The stylish, slim bezel design supports portrait or landscape installation, with size options including 32” and 43” in full HD, and 50”, 55”, 75” in 4K, offering flexibility across a wide range of applications.

An integrated HTML5 Chromium based browser and built in multimedia player, as well as Miracast wireless sharing, support straightforward content delivery, also making the display ideal for corporate offices and education settings, while 1.5GB RAM and 8GB ROM provide capacity for everyday signage applications.

For added continuity, FailOver automatically switches to backup content if the primary source becomes unavailable. Users select primary and secondary input connections, helping to keep essential messaging on screen when it matters most.

Introducing the new Series, Yogesh Dutt, Product Manager Professional Displays for PPDS in India, said: “Our displays made in India are a part of the PPDS Local for local strategy, also ideally supporting our Government’s Make in India initiative. This Philips Signage 1000 Series has been developed uniquely by our team here to ensure we bring the features and technologies needed by businesses in our country.

Smarter integrations, simpler to use features, and better connectivity. All wrapped up to bring better outcomes for local businesses. You asked, we are delivering. And you can find all the details on our newly launched ppds.com/en-in website.”

Simple content control, from one display to an entire network

The integrated SmartBrowser allows organisations to connect and control cloud based content on a single display or across a wider network.

The modular design also gives organisations the option to add functionality as requirements evolve. This can include Philips ScreenShare for wireless content sharing and CMND & Play smart CMS for content creation, scheduling, and updates.

Ready for remote device management with Philips Wave

Designed on PPDS’ professional Android SoC, the Philips Signage 1000 Series is Philips Wave ready, enabling remote integrations, monitoring, and control. This evolutionary cloud platform puts display and IT managers fully in control, with simplified installation and setup, upgrading firmware, managing playlists, and setting power schedules. All helping to save time, improve operational efficiency, and reduce energy use and environmental impact.

Key highlights

• Android professional System on Chip for native applications and web software.

• Integrated HTML5 Chromium based browser and multimedia player.

• Portrait or landscape installation with a new ultra narrow front frame.

• FailOver support for automatic backup content.

• Optional Philips ScreenShare and CMND & Play smart CMS functionality.

• Philips Wave ready for remote device management.

The Philips Signage 1000 Series is available in India now through PPDS’ network of distribution and integration partners.

Discover the benefits of the Philips Signage 1000 Series on the brand new for India ppds.com website here, or contact your local PPDS sales manager.

AAEON Leverages Qualcomm Dragonwing QCS6490 for its latest SMARC Module, the uCOM-Q6490

AAEON’s first SMARC module featuring Qualcomm technology, the uCOM-Q6490 is a small and lightweight platform for integration in robotics, healthcare, and automation applications.

(Taipei, Taiwan – August 21, 2026) Industrial IoT solutions provider AAEON (Stock Code: 6579) today announced the release of the uCOM-Q6490, a SMARC module powered by Qualcomm Dragonwing™ QCS6490 processors.

The uCOM-Q6490, which is AAEON’s first product to make use of Qualcomm technology, comes with Qualcomm Dragonwing™ QCS6490 processors, with heterogenous compute featuring an 8-core Qualcomm® Kryo™ 670 CPU built on Arm® v8 Cortex® technology and 12 TOPS of AI performance through platform’s integrated Qualcomm® Hexagon™ 770 NPU.

The module comes with up to 16GB of soldered LPDDR5, with storage options including both 64GB of UFS and SDIO 3.0 for SD card support. For expansion, the uCOM-Q6490 provides a PCIe Gen 3 interface.

Built on the 82mm x 50mm SMARC 2.1 standard, the uCOM-Q6490 is a compact, lightweight, and designed to offer a variety of interfaces in a format that can be easily integrated into host systems. Both digital signage systems and portable healthcare imaging devices have been noted as potential target verticals, given the module’s display port interface, fanless design, and Qualcomm® Adreno™ 643 GPU and VPU, which provides multi-format video encode and video playback support.

AAEON also indicates that the uCOM-Q6490 may have potential in the robotics sphere. Particularly useful I/Os offered by the module include dual Gigabit Ethernet, three I2C, and a total of five USB interfaces. This selection offers support for LiDAR, IMUs, robotic controllers, cameras, and other relevant peripheral devices. Meanwhile, the module’s two SPI interfaces serve to provide the kind of low-latency, deterministic communication needed to support embedded robotics sensors.

While the module lists a default operating temperature of 0°C to 60°C, AAEON notes that it can offer temperature tolerance as broad as -40°C to 85°C upon request.

Why Pay More for an EV When You Can Choose Smarter

E-Went is challenging the idea that a better electric scooter has to come with a bigger price tag. Let’s be honest. The EV market has become very good at selling the future. Big Technology. Big Claims. Big Performance numbers. Bigger Price Tags.

But there’s one question most riders still ask before they buy:

“Will this actually make my life better?” That is where E-Went takes a rather different view.

Its philosophy is simple: Smartness isn’t about spending more or less. It’s about choosing better.

And two segments of scooters make that argument particularly well. In popular segment Rabbitor and in Power segment Foxy.

One is built for everyday India. The other is built for riders who want more.

THE RABBITOR: FOR PEOPLE WHO HAVE BETTER THINGS TO DO THAN WORRY ABOUT THEIR SCOOTER

Not everyone wants their scooter to be a conversation starter. Sometimes, you just want it to start every morning. You want enough range for your commute. Enough comfort for the family. Enough practicality for everyday errands. And running costs that don’t make you miss petrol. That is the thinking behind the Rabbitor, E-Went’s Popular-range scooter.

Starting at ₹79,350 ex-showroom, it offers up to 140 km IDC range, 4–5 hour charging and an IP67-rated motor and controller designed to handle the dust, water and everyday conditions that Indian scooters actually face.

No unnecessary drama. No paying extra to look futuristic. Just a scooter designed to do its job.

Every day something you can depend on without having to think about it.

THEN THERE’S THE FOXY. WHAT IF “MORE” DIDN’T HAVE TO MEAN “MORE EXPENSIVE”? 

This is where the conventional EV formula starts to get uncomfortable. More power usually means more money. More capability usually means a bigger price tag. More features? You guessed it. Foxy doesn’t quite follow the script.

Starting at ₹97,650, the E-Went Foxy delivers up to 60 km/h, up to 170 km IDC range and 0–40 km/h in around 4 seconds.

Then comes the practical stuff that matters when the brochure is forgotten: 272 kg loading capacity.
36-litre boot space.
Rugged steel tubular chassis.
Triple-lens projector headlamps. And big seat for the Indian middle class commuters.

It is designed for potholes, monsoons, stop-start traffic, heavy loads and the everyday unpredictability of Indian roads. In other words for the Real India.

What if buying an EV didn’t mean choosing between affordable and capable? What if you could choose according to your needs instead?

Choose Rabbitor, and the thought is: “I got everything I actually need.”

Choose Foxy, and the thought becomes: “I got more without paying just for a badge.”

Different riders. Different priorities. Same outcome:

“I made the smarter choice.”

THE NUMBERS MAKE THE ARGUMENT HARDER TO IGNORE.

E-Went isn’t building this proposition on marketing alone. There are already 20,000+ vehicles on Indian roads, backed by a warranty claim rate below 1.5%.

The company has built a network of 250+ dealer partners across seven states—West Bengal, Bihar, Jharkhand, Odisha, Telangana, Andhra Pradesh and Assam.

And every vehicle is tested and certified by ICAT and CIRT under full ISO compliance.

That matters because an EV isn’t just a purchase. And E-Went’s ambition is to make that relationship dependable—from the first test ride to years of ownership.

E-Went is building across Retail, Commercial and Enterprise, bringing products and services discipline to individual riders, rental operators and businesses deploying EVs at scale.

It’s about changing the way people think about value in electric mobility. Not cheapest. Not most expensive. Not most futuristic. Smartest for the person buying it.

MAYBE THE REAL EV UPGRADE ISN’T MORE TECHNOLOGY.

Maybe it’s simply making a better decision. A scooter that costs less to run. A vehicle built for Indian conditions. A product that gives you the features you actually need. A service network that doesn’t disappear after delivery. And a price that doesn’t make “smart choice” feel like a luxury. That is the switch E-Went wants riders to make.

Because the smartest EV isn’t necessarily the one with the biggest claim. It’s the one that makes the most sense when you take it home.

E-WENT – SMARTNESS KA SWITCH ON.

Ready to test the difference?

Visit e-went.com, book a test ride, or use the EMI and savings calculators to see what switching could mean for your pocket.

Beyond Meeting Room Collaboration: AVer Sets Sights on AI Office Ecosystem for Future Digital Transformation

Taipei, Taiwan, Aug 20: AVer Information Inc., an award-winning provider of AI audio-video solutions, announced plans to broaden its focus beyond traditional meeting room collaboration into a wider AI Office ecosystem. This move addresses the growing global wave of enterprise digital transformation, where office spaces are evolving past standard video conferencing to embrace intelligent, automated management across all areas of the business.

Starting from its existing plug-and-play video conferencing hardware, AVer is moving toward a new phase of software-hardware integration, marking the beginning of its journey into the AI office space. Besides actively developing Microsoft Teams Rooms solutions and comprehensive office platforms, the company will further develop spatial intelligence, meeting intelligence, and agentic AI computing systems. This is expected to increase use cases, significantly increasing the share of total revenue for high-value-added products, while injecting strong growth momentum into the company’s mid-to-long-term operations.

Leveraging its existing core competencies in optical cameras, acoustic audio, automatic tracking, and AI algorithms, AVer is building efficient, secure, and intelligent space experiences, focusing on three core AI office applications:

• AI Reception Systems: These systems integrate automated visitor check-in, facial recognition, real-time notifications, and digital reception, helping enterprises reduce operational and labor costs.

• AI Workspaces: Advanced analytics provide precise data on meeting room occupancy, seat utilization, and people counting. The integration of environmental control systems enables users to automatically adjust lighting and air conditioning for smart energy savings.

• AI Digital Signage: Interactive displays recognize the gender and time-of-day profiles of people on-site, dynamically delivering customized content, advertisements, visitor guidance, and welcome messages.

As the global AI office market flourishes, AVer is building a deep technological moat through its AI-Enhanced Meeting Experience, Voice-Driven Multi-Cam Tracking, and Pro AV Total Solutions. This strategy will accelerate adoption across diverse applications, optimizing the company’s overall product portfolio and gross margin structure while injecting strong momentum into its operational growth.

Wordly Reports 668% Three-Year Growthas AI Translation Reshapes Live Events

EventTech leader climbs to 52nd fastest-growing software company on Inc. 5000 after powering 1 billion minutes of live keynotes, breakouts, and post-event dubbing

LOS ALTOS, CA – Aug 20 – Wordly, the pioneer and leader in live AI translation and captions, announced it ranked No. 521 on the 2026 Inc. 5000, climbing 1,186 places from No. 1,707 a year ago. Among software companies, Wordly rose from No. 196 to No. 52, a 144-place jump, as demand grows for AI-powered multilingual communication across conferences, meetings, keynotes, breakouts, and other live experiences.

For the events industry, the growth reflects a broader shift in how organizers approach language access. What was once typically reserved for large international conferences and high-profile keynote sessions is increasingly being used across the full event lifecycle, from live sessions and audience engagement to post-event content localization.

Accelerated adoption of live AI translation and captions has pushed Wordly past the 1-billion-minute and 6-million-user milestones, fueling a 668% three-year growth. Along the way, the platform has saved customers more than $200 million versus traditional human interpretation.

Data Shows Event Planners See AI Outperforming Traditional Human Interpretation

The milestone coincides with shifting enterprise benchmarks. According to the 2026 State of AI Translation & Captions Report, 66% of enterprise event planners now report that live AI translation exceeds the quality of human interpreters, while cutting costs and eliminating logistics bottlenecks

“Moving up to No. 52 validates a fundamental market shift,” said Lakshman Rathnam, Founder & CEO of Wordly. “Real-time multilingual content is no longer just something large industry conferences add when they need it. We’re seeing businesses, universities, and public agencies use it across meetings, town halls, training, and live events because multilingual communication has become part of their everyday operations.”

Expanded Platform: From Live Sessions to Post-Event Content

Wordly expanded its platform over the past year to support more of the event lifecycle, including:

• Workplace Integrations: Added Workspaces and deeper Microsoft Teams support to bring multilingual meetings and hybrid experiences that extend beyond the conference floor.

• Live & Post-Event Localization: Launched real-time AI Subtitles for main-stage keynotes alongside Voice Transcripts to help organizers repurpose recorded event content for multilingual audiences after an event ends.

• Mobile App Updates: Released automatic language detection and a revamped mobile app to streamline live in-person translation for company-wide gatherings, campus events, and city council meetings.

The expansion reflects a broader move toward using AI translation not as a single event service, but as an always-on communication layer that can support audiences before, during, and after an event.

To learn more about the Wordly platform or to review the 2026 State of AI Translation Report, visitwww.wordly.ai.

Aadhaar App Crosses 5 Crore Downloads as Digital Identity Services Gain Momentum

New Delhi, August 20: The Aadhaar App has crossed the milestone of 5 crore downloads, underlining the growing preference among residents for accessing digital identity services through their smartphones.

Developed by the Unique Identification Authority of India (UIDAI), the app is increasingly serving as a digital interface for Aadhaar holders, offering services such as mobile number, address and email updates, biometric lock and unlock, and e-Aadhaar downloads. More than 60 lakh residents have already updated their mobile numbers through the app, while over 15 lakh have updated their addresses and more than 23 lakh have updated their email details.

The growing use of these facilities reflects a shift towards digital-first Aadhaar services, allowing residents to complete several identity-related processes without visiting an Aadhaar centre. The app follows a “Show, Share and Verify” approach, aimed at giving Aadhaar holders greater control over the use and sharing of their identity information.

Alongside the app’s growing adoption, UIDAI is also expanding its offline verification ecosystem. More than 200 entities have been onboarded as Offline Verification Seeking Entities (OVSEs) since the initiative was rolled out in January. The framework enables organisations to conduct secure, consent-based and paperless Aadhaar verification without requiring real-time access to UIDAI’s central database.

Through mechanisms such as QR code-based verification and secure digitally signed documents, OVSEs can verify identity information while limiting data sharing to what is necessary. The approach is intended to strengthen privacy, user consent and convenience in Aadhaar-based verification.

The expansion of the Aadhaar App and offline verification network is part of the government’s broader Digital India agenda, with a focus on making public digital services more accessible, secure and resident-centric.

Harness Introduces AI Agents for Machine-Speed Vulnerability Response

India, Aug 20: Harness, the AI Software Delivery Platform company, today announced a set of security capabilities – AI SAST, agentic triage and remediation, a dedicated Zero-Day Agent, and virtual patching – that let security teams scan, prioritize, and ship a fix without waiting on a slower, disconnected process.

Frontier AI models are now on both sides of the equation. Attackers are using them to find and chain vulnerabilities faster than ever, going from disclosure to first exploit in as little as six hours, while the average vulnerability still takes over 50 days to fix. Defenders are gaining the same advantage, but unevenly: Project Glasswing partners have surfaced roughly 10 times more vulnerabilities using LLM-based scanning, a wave of visibility that turns into a bigger backlog without a faster way to act.

This is the new baseline, and every enterprise needs to be ready. This means having the ability to scan, triage, and ship a fix at the same machine speed those models now run, rather than relying on a security process built for a slower era.

“We’re at a point where the same AI models helping our customers ship software faster are also what attackers are using to find and exploit vulnerabilities faster,” said Rahul Sood, General Manager of Application Security at Harness. “The only way to close that gap is to make security a first-class part of the delivery pipeline itself, so scanning, prioritization, remediation, and deployment all move together instead of getting stuck in handoffs between disconnected systems. That’s the shift we built these agents around, and it’s the same shift every enterprise is going to have to make to stay ahead.”

Launching Agents Across the Vulnerability Lifecycle

These agents cover every stage a vulnerability moves through, from the moment it’s found to the moment it’s shielded in production, so no single slow step holds up the rest of the chain. Here’s what’s shipping:

• AI SAST: A deterministic scanning engine paired with an AI layer that filters out noise, cutting false positives dramatically while catching complex issues like IDOR that traditional tools miss entirely.
• LLM Scan Orchestration: Teams that run their own LLM scanners can now do it natively inside their pipeline, with results feeding directly into the same triage and remediation workflow as everything else.
• Triage Agent: Automatically triages the flood of scanner findings, prioritizing what’s actually exploitable, so teams can focus their time on real risk.
• Remediation Agent: Writes and validates a fix for a prioritized finding and opens a pull request for a developer to review and approve.
• Zero-Day Agent: Monitors for newly disclosed zero-days around the clock, instantly identifies every affected pipeline and artifact across a customer’s environment, and generates a validated fix ready for review, often within minutes of a threat going public.
• Virtual Patching: Deploys a protective patch the moment a vulnerability is discovered during testing, no code changes required, shielding production immediately while the real fix is finished behind the scenes.

“For customers, this means the distance between ‘we found something’ and ‘it’s fixed and deployed’ shrinks from weeks to hours, without adding headcount or a new tool to manage,” Sood added. “Every agent in this launch is built on the same reachability data, so teams aren’t just moving faster, they’re spending that speed on the vulnerabilities that actually matter instead of chasing noise.”

Extending Harness‘s AI Security Momentum

Harness has invested heavily in AI-driven security since its merger with Traceable in early 2025. Today’s announcement continues that trajectory, following the July 21, 2026 launch of Agent DLC, which brought governance and chain of custody to AI coding agents across the software delivery lifecycle. It also follows new integrations with Kong and Google that extend Harness‘s security and governance capabilities across a wider range of infrastructure and platform partners.

As AI reshapes both software delivery and the threats against it, security has to be built into the platform itself. Harness plans to continue extending this work as the AI models on both sides keep getting more capable.