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From Pilot to Production: Axtria and LangChain Partner to Govern and Scale AI Agents in Pharma

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Axtria’s pharma-native AgentOps framework and LangChain’s leading agent development platform help life sciences enterprises deploy AI agents with confidence and turn experimentation into operational results

BERKELEY HEIGHTS, N.J., April 29, 2026 /PRNewswire/ — Axtria Inc., a global leader in AI-first data analytics solutions for the life sciences industry, today announced a strategic partnership with LangChain,  the company behind the industry-standard LangSmith platform for building, deploying, and observing AI agents at scale. Together, the two organizations will help life sciences enterprises turn agentic AI experiments into operational results in production.

The partnership centers on Axtria’s AgentOps framework, a pharma-native governance layer built on LangSmith, providing enterprise clients with the visibility, compliance controls, and evaluation rigor to responsibly scale AI agents in regulated environments. The framework is already in production at a leading global biopharma delivering measurable gains in agent observability, evaluation quality, and governance compliance and is live across Axtria’s own InsightsMAx.ai multi-agent platform

LangSmith delivers the foundational infrastructure: building deep long-horizon agents, end-to-end agent tracing, prompt management, agent evaluation and deployments tooling. Axtria adds the pharma intelligence layer including Look-Alike, Sound-Alike (LASA) drug safety evaluators to prevent dangerous medication confusions, GxP compliance enforcement, patient safety detection, and persona-driven dashboards for Medical Affairs, Medical Legal Review, Commercial, and IT stakeholders.

What This Means for Life Sciences Organizations

Most pharma and biotech companies have AI agent pilots underway. Few have crossed the threshold into reliable, governed production. Two challenges consistently block the path: regulated environments demand a level of traceability and compliance that generic AI tooling does not provide, and the domain expertise required to define ‘good’ for a medical affairs agent is fundamentally different from a commercial or compliance one. This partnership directly addresses both.

Commercial: Field Agents That Actually Get Used: Pre-call planning agents surface HCP insights and next-best-action recommendations ahead of every rep interaction. The solution tracks not just what the agent recommends but whether reps act on it. Performance is continuously tuned on real field feedback, creating a direct, measurable link between agent output and commercial results.

Medical Affairs: From Query to Defensible Answer: When a Medical Affairs team deploys an oncology agent to answer HCP queries, every response is automatically checked for drug name confusion, validated against approved labeling, and fully traceable. If a regulator asks how the system reached a conclusion, the complete decision path is on record. No retroactive documentation. No manual reconstruction.

Medical Legal Review: Compliance Built In, Not Bolted On: Promotional content is pre-screened against FDA-approved labeling before it ever reaches a human reviewer — claims validated, off-label risks flagged, fair balance checked. The audit trail isn’t assembled after the fact. It’s a byproduct of how the agent works.

“Axtria has spent more than 15 years helping the world’s leading life sciences companies turn data into decisions, and AI agents are the next frontier of that mission. Our clients are past the question of whether agents can work they’re asking how to make them work reliably across the enterprise and tie that performance to real results. This partnership with LangChain gives them exactly that: the governance foundation, the operational playbook, and the agent capabilities to move from experimentation to enterprise scale without starting from scratch,” Navdeep (Navi) Chadha, Co-founder & EVP, Axtria.

“We know what AI agents can do, but the true value for the enterprise is in how reliably, safely, and transparently they do it. Axtria brings exactly the domain depth and operational rigor that life sciences organizations need to move from experimentation to production-grade AI. Together, we’re giving pharma companies a clear path from agent deployment to real, defensible business outcomes,” Karan Singh, Head of Partnerships, LangChain.

What the Partnership Delivers

Together, Axtria and LangChain offer life sciences organizations an integrated, enterprise-ready solution spanning the full agentic AI lifecycle:

Agents as a Service: Pre-built, pharma-validated agents across Commercial, Medical Affairs, Patient Services, and Data Engineering deployable and governed from day one, without building from scratch.Pharma-Native Observability & Governance: Enterprise-grade visibility, compliance enforcement, and audit-readiness built specifically for regulated environments covering GxP traceability, immutable audit trails, and model version tracking.Cost Intelligence: Portfolio-level cost governance that helps enterprises optimize AI spend, right-size model selection, and prevent runaway costs without compromising safety or quality.

Learn More

Life sciences organizations interested in moving their AI agent programs from pilot to production can request a demo at connect@axtria.com.  

About Axtria 

Axtria helps life sciences companies harness the potential of data science and software to improve patient outcomes by connecting the right therapies to the right patients at the right time. A leading global provider of award-winning cloud software and data analytics, Axtria delivers proven solutions that help pharmaceutical, medical device, and diagnostics companies complete their journey from data to insights to action. As a participant in the United Nations Global Compact, Axtria is committed to aligning strategies and operations with universal principles on human rights, labor, environment, and anti-corruption. For more information, visit www.axtria.com

About LangChain

LangChain is the agent engineering platform powering top engineering teams, from AI startups to global enterprises. Its open-source frameworks, including LangChain, LangGraph, and Deep Agents, have surpassed 1 billion cumulative downloads and are used by over one million practitioners. LangSmith, the observability, evaluation, and deployment platform, serves over 300 enterprise customers and 5 of the Fortune 10. LangChain is backed by Sequoia Capital, Benchmark, and IVP. For more information, visit langchain.com.

 

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SOURCE Axtria, Inc.

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NOVOSENSE reports 66.7% H1 revenue growth, showcases system-level IC solutions for AI server power

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SHANGHAI, Sept. 4, 2026 /PRNewswire/ — NOVOSENSE (HKEX: 02676), a provider of analog and mixed-signal ICs for automotive, industrial and energy applications, reported first-half 2026 revenue of approximately $374.54 million, up 66.73 percent year-on-year. The company has recorded sequential revenue growth for multiple consecutive quarters. Net profit attributable to shareholders reached approximately $9.97 million.

Automotive electronics revenue increased by about 60 percent and accounted for 32.38 percent of total revenue. Shipments reached 534 million automotive chips, bringing cumulative shipments to more than 1.95 billion units.

Revenue from industrial and energy applications rose about 84 percent and accounted for 57.96 percent of total revenue, driven by demand from energy storage, industrial automation and digital power applications, including server power supplies. Consumer electronics accounted for 9.65 percent.

In AI server power applications, NOVOSENSE’s high-voltage GaN driver ICs and mid- and low-voltage GaN co-packaged products are shipping in volume. Selected products are in mass production with customers in China and other markets. Its MCUs have also entered mass production with a major customer.

NOVOSENSE offers a system-level portfolio spanning AC-DC power supplies, 800 V HVDC systems, rack-level DC-DC conversion and board-level power conversion. It covers isolation, gate driving, sensing, interfaces, power management and real-time control.

The portfolio comprises four core areas:

Isolation: Digital isolators, isolated power devices, and isolated sensing and interface ICs. Selected Adaptive OOK® products support data rates up to 150 Mbps, propagation delays below 15 ns and common-mode transient immunity exceeding 150 kV/μs.Current sensing: The NSM201x, NSM211x and NSM204x Hall-effect current-sensor families support current measurement and protection in compact power systems.SiC/GaN gate driving: Isolated SiC gate drivers provide strong drive capability and integrated protection. GaN driver solutions incorporate negative-bias regulation and bootstrap management to simplify system design.Real-time control: MCUs featuring dual Arm Cortex-M7 cores operate at up to 400 MHz. Products include the NS800RT5039, NS800RT3025 and NS800RT1137.

At the PSU system level, NOVOSENSE also offers temperature sensors, precision voltage references, flyback controllers, LDOs, buck converters, voltage supervisors and signal buffers for monitoring, auxiliary power and protection. The company also provides device selection and application support.

Learn more: www.novosns.com

View original content:https://www.prnewswire.co.uk/news-releases/novosense-reports-66-7-h1-revenue-growth-showcases-system-level-ic-solutions-for-ai-server-power-302869020.html

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From Industry to Home: TCL Brings Its Wider Energy Vision to IFA 2026

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The Inspiration Habitat shows how TCL’s experience across photovoltaic, energy storage and connected-home technology can support a more coordinated approach to future living

BERLIN, Sept. 4, 2026 /PRNewswire/ — At IFA 2026, TCL Industries and TCL Technology will jointly present frontier technologies and innovative products across three core sectors: smart devices, display and clean energy. Under the theme “Inspiration Habitat,” TCL creates an immersive exhibition space that visitors can step into, touch and experience, bringing its vision of AI-enabled smart living across every scenario to life.

TCL demonstrates how smart energy management is becoming an increasingly important part of the connected-home experience. By bringing together solar generation, battery storage, appliances and smart-home technologies, the company showcases a more integrated approach to how energy is produced, managed and consumed in everyday life.

Complete Home Energy Ecosystem

At IFA, TCL brings this journey full circle, demonstrating how expertise developed at industrial scale can help create smarter, more connected and more sustainable homes.

TCL’s showcase will include the latest residential energy solutions from SunPower Home Energy and TCL Smart Home, including new SunPower Origin back-contact panels, TCL T5 Pro TOPCon shingled and C2 back-contact panels, residential battery storage and heat pumps. An intelligent Home Energy Management System connects energy generation, storage, heating and household demand through a single platform, giving homeowners greater visibility and control over energy optimization to enable more sustainable living.

“What makes TCL’s energy vision unique is that it begins long before the home,” said Valentina Maggiore, Vice President Marketing, TCL SunPower, the solar division of TCL. “We don’t just develop energy technologies, we deploy them at scale across our own manufacturing operations. In 2025, renewable energy sources, including green electricity and self-generated solar power, accounted for 11.7% of TCL Industries’ energy consumption. Running large-scale solar and storage in our factories gives us practical insights that help to turn our operational experience into more reliable residential solutions.”

This approach gives tangible expression to TCL’s broader strategy, connecting its experience in advanced manufacturing, operational ESG initiatives, and smart technologies with practical solutions for consumers—spanning the entire journey from industrial innovation to life at home.

Experience TCL at IFA 2026

Visitors and media can experience the TCL Inspiration Habitat in Hall 21A, Messe Berlin, from 4 to 8 September 2026.

Product availability and supported features may vary by market.

For more information, download the TCL ESG Report 2025

# # #
Media Contact
Europe Press Relations
eupr@tcl.com

TCL SunPower Press Contact
anna.porta@tcl.com
# # #

About TCL

TCL is a leading consumer electronics brand and a global leader in the television industry. Operating in over 160 markets worldwide, TCL specializes in the research, development and manufacturing of consumer electronics products, including TVs, audio systems, home appliances, mobile devices, smart glasses, commercial displays and more.

About TCL SunPower Global

Backed by the global strength, financial stability, and technological leadership of the TCL Group, TCL SunPower Global is a leading solar energy provider committed to delivering high‑performance, reliable, and accessible solar solutions worldwide. The company combines advanced technology, vertically integrated manufacturing, and a strong focus on sustainability to drive the global energy transition. TCL SunPower Global brings together two complementary brands: SunPower, delivering premium, fully integrated residential energy solutions, and TCL-TCL Solar, providing high-performance, cost-effective solar and energy solutions. Together, they meet the diverse needs of the global solar market – from residential rooftop installations to commercial projects and utility‑scale developments.

More information: sunpowerglobal.com, tclsolar.com, and LinkedIn.

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SOURCE TCL

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Feng Shui Master Liang Consultancy Expands Client Reach Across Singapore and Malaysia as Business Enters Next Phase of Growth

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SINGAPORE, Sept. 4, 2026 /PRNewswire/ — Feng Shui Master Liang Consultancy is marking a new phase of business growth, expanding its reach beyond Singapore to serve a growing client base in Malaysia while strengthening its operations locally with a move to larger premises.

Founded in 2022 by Master Liang, the consultancy has developed from his independent Feng Shui practice, which began in 2018, into a growing consultancy providing personalised Residential and Commercial Feng Shui, Bazi consultation, Baby Naming and Auspicious Date Selection services for ROM and weddings, Caesarean births, grand openings and other important occasions.

The consultancy’s growth has been driven largely by existing client relationships and referrals, with clients introducing family members, friends and colleagues to Master Liang’s services. This network has also contributed to the consultancy’s growing presence in Malaysia, where engagements have included referrals as well as consultations connected to property investments made by existing clients.

“Many of our opportunities have grown naturally through the trust and support of our clients,” said Master Liang. “Clients who have worked with me have introduced their family members, friends and colleagues, and this has allowed the consultancy to gradually reach more people both in Singapore and Malaysia.”

Expanding Beyond Singapore

The expansion of services into Malaysia represents an important step in the consultancy’s development beyond its home market in Singapore.

As more existing clients develop personal and property interests across the region, Feng Shui Master Liang Consultancy has extended its services to support clients with needs in Malaysia. The development reflects the consultancy’s broader growth while maintaining the personalised approach that has been central to the practice since its beginnings.

In Singapore, the consultancy also reached another milestone in 2025 with its move from a smaller office to larger premises.

The expanded space was selected to provide greater privacy and comfort during consultations, while its central location makes the consultancy more accessible to clients travelling from different parts of Singapore.

Together, the larger Singapore premises and growing Malaysian client base reflect the consultancy’s progression from Master Liang’s early independent practice in 2018 to the establishment of Feng Shui Master Liang Consultancy in 2022 and its continued development today.

Growth Built on Long-Term Client Relationships

While the business continues to expand, Master Liang says maintaining long-term relationships with clients remains a key priority.

Rather than treating consultations as one-off engagements, the consultancy focuses on understanding each client’s individual circumstances and providing personalised guidance. Master Liang attributes much of the business’s development to this approach and the relationships established with clients over the years.

“I believe strongly in long-term relationships,” said Master Liang. “Every client who comes to me deserves the same respect, attention and quality of service. Personal interaction is something I want to preserve even as the business continues to grow.”

Master Liang also places an emphasis on helping clients understand the reasoning behind his recommendations.

These services form part of the consultancy’s broader aim of supporting clients across areas including career, business, family, relationships and personal development.

Looking Ahead

As Feng Shui Master Liang Consultancy enters its next stage of growth, its focus will remain on strengthening its presence in Singapore, serving its expanding client community in Malaysia and continuing to develop the practice while preserving its personalised service model.

Continued professional development will also remain a priority for Master Liang through ongoing learning, interaction with peers and the study of different cases as the practice responds to changing social and business environments.

“My priority moving forward is to continue having genuine, personal interactions with my clients and to provide thoughtful guidance based on their individual circumstances,” Master Liang said. “As we grow, I want that personal connection to remain at the heart of what we do.”

About Feng Shui Master Liang Consultancy

Founded in Singapore in 2022 by Master Liang, Feng Shui Master Liang Consultancy provides personalised Residential and Commercial Feng Shui, Bazi consultation, Baby Naming, Auspicious Date Selection and related services. Master Liang began practising Feng Shui and Bazi in 2018 and is a holder of DX lineage Yang Gong Yin Yang Zhai San He San Yuan Feng Shui.

The consultancy serves clients in Singapore and Malaysia and focuses on building long-term client relationships through personalised consultations and guidance.

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SOURCE Feng Shui Master Liang Consultancy

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