Connect with us

Technology

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

Published

on

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.

 

View original content to download multimedia:https://www.prnewswire.com/news-releases/from-pilot-to-production-axtria-and-langchain-partner-to-govern-and-scale-ai-agents-in-pharma-302757028.html

SOURCE Axtria, Inc.

Continue Reading
Click to comment

Leave a Reply

Your email address will not be published. Required fields are marked *

Technology

Super Famicom Style Comes to PS5 and PC with Killscreen’s SFC-1 Controller

Published

on

By

Killscreen™ launches SFC-1, a Super Famicom-inspired custom controller for PC and PS5 featuring retro 16-bit styling, multicolor face buttons, and optional performance upgrades including TMR Anti-Drift Thumbsticks, Omron powered Mecha Triggers™, and mechanical face buttons.

LARGO, Fla., June 19, 2026 /PRNewswire-PRWeb/ — Killscreen™ today announced the launch of SFC-1, a new custom performance controller inspired by the Japanese Super Famicom and the 16-bit era of gaming. Built for PC and PlayStation 5 players, SFC-1 brings the unmistakable visual style of classic Japanese gaming hardware into a modern performance controller.

With SFC-1, we wanted to capture a little bit of that Super Famicom feeling and bring it forward for PC and PS5.

SFC-1 features a retro SFC-inspired aesthetic with a soft gray body, graphite directional controls, and multicolor face buttons in blue, green, red, and yellow. The design draws from the Japanese Super Famicom console and controller — 16-bit hardware many players in the U.S. first discovered through magazines, import shops, and collector culture.

“Growing up, the Super Famicom always felt like this mysterious, cooler version of the system we got in the U.S.,” said Erik at Killscreen. “The gray body, the colored buttons, the shape of the console — it had this completely different energy. It felt like hardware from another world. With SFC-1, we wanted to capture a little bit of that feeling and bring it forward for PC and PS5.”

Beyond its retro-inspired design, SFC-1 is available with Killscreen’s premium performance upgrade options, including TMR Anti-Drift Thumbsticks for improved precision, durability, and long-term resistance to stick drift. Players can also configure SFC-1 with Mecha Triggers™, featuring high-performance Omron microswitches for shorter, faster trigger pulls, and mechanical face buttons for crisp, tactile inputs.

SFC-1 is designed for players who want a unique custom controller with a clear connection to gaming history, without giving up modern performance options. Like all Killscreen controllers, SFC-1 can be configured from a clean standard build to a competition-focused setup, giving players the ability to choose the controller that fits how they play.

The release continues Killscreen’s growing line of retro-inspired modern gaming hardware, following previous controllers that reimagine classic PlayStation, Xbox, and Nintendo-era design cues for today’s players.

The SFC-1 Super Famicom-inspired PS5 controller is available now exclusively at killscreen.io.

Key Features

Retro SFC-inspired aesthetic — Classic 16-bit color styling with multicolor face buttons inspired by the Japanese Super Famicom console and controller.TMR Anti-Drift Thumbstick upgrade option — Built for improved precision, durability, and long-term resistance to stick drift.Mecha Triggers™ upgrade option — High-performance Omron microswitch triggers with shorter, faster pulls designed for quicker response in competitive play.Mechanical face button upgrade option — Crisp, tactile button inputs with a more responsive mechanical feel.Configurable performance-focused build options — Available in standard or upgraded configurations depending on how players want to build their controller.Full PC + PS5 compatibility — Designed for PlayStation 5 and compatible PC gaming setups.

About Killscreen

Killscreen™ is a premium gaming hardware company focused on custom performance controllers for PlayStation, Xbox, and PC players. Combining distinctive industrial design with competition-focused upgrade options, Killscreen builds next-generation controllers engineered for precision, speed, durability, and personal expression.

For more information, visit For more information, visit Killscreen custom performance controllers.

Media Contact

Maya, Killscreen LLC, 1 212-457-1776, pr@killscreen.io, https://killscreen.io

View original content to download multimedia:https://www.prweb.com/releases/super-famicom-style-comes-to-ps5-and-pc-with-killscreens-sfc-1-controller-302804993.html

SOURCE Killscreen LLC

Continue Reading

Technology

AKA Foods Launches AKA Label Studio, a Free Food Labelling Tool for FDA and EU/UK Markets

Published

on

By

AMSTELVEEN, Netherlands, June 19, 2026 /PRNewswire/ — AKA Foods, a European food technology company, today launched AKA Label Studio, a free food labelling tool that produces compliant labels for the US (FDA) and Europe (EU/UK) markets. The product is available immediately at no charge, with no usage tier, no usage cap and no credit card required.

AKA Label Studio is built for food product developers, QA leads, regulatory teams and consumer packaged goods brands. Comparable nutrition and regulatory labelling software typically costs between $500 and $1,500 per user per year. AKA Label Studio is the company’s first free product and an entry point to the wider AKA Studio platform, the AI-powered R&D system used by AKA Foods’ paying customers.

Built by AKA Foods’ in-house food R&D team

AKA Label Studio was developed by the same in-house food R&D team behind AKA Studio. The product includes a Feedback bar on every page, where users can submit requested features. AKA Foods has committed to building the most-requested capabilities and publishing what it ships.

“We have spent two years building a professional food labelling tool inside AKA. Today we are making it available to the food industry free of charge. The food professionals who use it will tell us what to build next.”
David Sack, CEO and co-founder, AKA Foods

Product features

AKA Label Studio supports FDA and EU/UK compliance from a single tool, with a two-click market switch. It automatically detects the US Big 9 and the 14 EU-regulated allergens, includes a compliance review workflow and a live regulatory radar covering FDA and EFSA sources. Recipe versions, lab results and multi-recipe reports are included. Labels export as print-ready PNG, SVG or PDF.

“AKA Label Studio is a full implementation of food labelling functionality. It has been built to the same standard as the rest of the AKA Studio platform used by our paying customers.”
Shahar Rosentraub, Chief Product Officer, AKA Foods

AKA Studio integration

AKA Studio integrates formulation science, sensory data and institutional knowledge into a single AI-powered R&D system for food product development. The platform was named in the FoodTech 500 and received the Fi Europe Innovation Award 2025. Users of AKA Label Studio see references to AKA Studio inside the product, with an upgrade path to a paid licence.

AKA Label Studio is available immediately at www.aka-food.com. Registration requires an email and a phone number for verification.

Media contact
Olga Sukhman, AKA Foods
417131@email4pr.com
+1 888 301 5010

View original content to download multimedia:https://www.prnewswire.com/news-releases/aka-foods-launches-aka-label-studio-a-free-food-labelling-tool-for-fda-and-euuk-markets-302804708.html

SOURCE AKA Foods

Continue Reading

Technology

In HelloNation, Plumbing Expert Manny Valdez Explains What a Plumbing Estimate Should Include

Published

on

By

The article outlines how Southern Arizona homeowners can review a plumbing estimate to understand scope, permits, and warranty coverage before work begins.

ORO VALLEY, Ariz., June 19, 2026 /PRNewswire/ — What should homeowners expect to see in a written plumbing estimate before approving a plumbing repair or installation? HelloNation recently published an article that explains what Southern Arizona homeowners should review in a plumbing estimate before any project begins.

The article features insights from Plumbing Expert Manny Valdez of Acclaimed Drain and Plumbing Solutions LLC. The HelloNation article explains that a plumbing estimate should function as a clear roadmap for the repair or project, outlining the scope of work, permit requirements when applicable, and plumbing warranty coverage.

According to the article, transparency is one of the most important elements of a written plumbing estimate. Homeowners should be able to clearly understand the work being performed and the total cost of the project before the job begins. This clarity helps prevent misunderstandings between the homeowner and the plumber.

The article also notes that a detailed plumbing estimate should identify what is not included in the project. Because many plumbing estimates use flat-rate pricing, homeowners may receive a single price for the job without separate breakdowns for labor, materials, or equipment. Reviewing exclusions and asking questions helps homeowners understand the full scope of the work.

Local conditions can also influence how plumbing repairs are handled in Southern Arizona plumbing systems. Hard water is common throughout the region and can cause mineral buildup and corrosion in pipes and fixtures over time. The article explains that a thorough plumbing estimate should describe how the plumber plans to address the underlying cause of the problem rather than simply replacing damaged components.

The scope of work should also be clearly defined within the plumbing estimate. Homeowners should confirm which areas of the home will be serviced and what specific plumbing issues will be addressed. This level of detail allows homeowners to compare estimates more accurately and ensures the project targets the intended problem.

Permit requirements are another important consideration discussed in the article. Certain plumbing installations or repairs may require city or county permits. A detailed plumbing estimate should clarify whether the licensed plumber will obtain the permit or whether the homeowner is responsible for arranging it.

Warranty coverage is also a key part of the estimate review process. The article explains that homeowners should receive a clear explanation of the plumbing warranty, including its duration and any limitations. A written list of exclusions should also be provided so homeowners understand what may not be covered after the repair is completed.

Communication during the estimate process plays a major role in homeowner plumbing decisions. Reliable professionals take time to explain the estimate, answer questions, and provide realistic timelines for the project. This communication helps homeowners understand what to expect throughout the repair process.

Experience with regional plumbing conditions is another factor homeowners should consider when reviewing an estimate. Homes in Tucson, Marana, and Oro Valley often face challenges related to hard water, aging infrastructure, and desert climate conditions. A Tucson plumber or Oro Valley plumber familiar with these conditions may provide estimates that reflect practical solutions designed to last.

Referrals and online reviews may also support the evaluation process. Feedback from previous clients can help homeowners determine whether a Marana plumber or other local professional typically completes projects within the estimated scope and timeframe.

The article concludes that reviewing a plumbing estimate carefully helps homeowners protect their investment and reduce the risk of unexpected costs. By confirming the scope of work, permit responsibilities, and plumbing warranty coverage, homeowners can make informed decisions and prepare for successful repairs.

What a Written Plumbing Estimate Should Include for Southern Arizona Homeowners features insights from Manny Valdez, Plumbing Expert of Oro Valley, Arizona, in HelloNation.

About HelloNation
HelloNation is America’s Good News Network, a premier media platform built on the idea that good news travels faster when real people tell real stories. Through its community-focused publications and innovative “edvertising” approach, HelloNation delivers content that informs, inspires, and spotlights the leaders making a meaningful impact in their communities.

View original content to download multimedia:https://www.prnewswire.com/news-releases/in-hellonation-plumbing-expert-manny-valdez-explains-what-a-plumbing-estimate-should-include-302805396.html

SOURCE HelloNation

Continue Reading

Trending