40+ results for "automation"
onsemi Reports Third Quarter 2026 Results
Earnings growth outpaces revenue growth by 4x year-over-year SCOTTSDALE, Ariz., Nov. 02, 2026 (GLOBE NEWSWIRE) -- onsemi (the “Company”) (Nasdaq: ON) today announced its third quarter 2026 results with the following highlights: Revenue of $1,722 million, increased 11% year-over-year GAAP gross margin of 41.4% and non-GAAP gross margin of 41.2% GAAP operating margin of 22.0% and non-GAAP operating margin 23.2% GAAP diluted earnings per share of $0.79 and non-GAAP diluted earnings per share $0.90
onsemi to Acquire Ferric, Establishing Leadership in Power Delivery for Next-Generation AI Processors
Acquisition expands AI Data Center revenue opportunity News Highlights: Establishes onsemi as a leader in integrated voltage regulator (IVR) technology with best-in-class power density required for next-generation AI processors Combines Ferric's engineering talent with expertise in magnetics and power conversion with onsemi's productization capabilities, operating scale and customer relationships Raises onsemi’s 2030 AI data center revenue target by $500 million to greater than $3 billion, with
Rohde & Schwarz | Rohde & Schwarz introduces MXO AI Connect for AI-assisted oscilloscope workflows
Rohde & Schwarz connects AI assistants to its MXO oscilloscopes through MXO AI Connect. The new software adds natural language interaction, instrument-specific guidance and automation support to oscilloscope workflows in the engineer’s preferred AI environment. Caption: Rohde & Schwarz brings AI-assisted instrument intelligence to its MXO oscilloscopes. With the new MXO AI Connect, Rohde & Schwarz brings AI-assisted instrument intelligence to its MXO oscilloscopes. Engineers can use natura
Waters Launches AI-Powered Peak Integration Expanding its Suite of Premium AI Subscription Capabilities for Empower Software
Advances Waters strategy to bring trusted AI, ML, and automation capabilities to the 500,000 Empower Software users who run the world s regulated chromatography labs and support the release of over 80% of medicines globally AI-Powered Peak Integration transforms chromatography data processing in regulated environments, using AI to reduce manual interventions by up to 95% while delivering 76% greater accuracy and a 72% reduction in user-to-user variability Joins a growing portfolio of premium AI capabilities Waters is building directly into Empower Software, uniquely enabling AI, ML, and automation inside the validated environment where highly protected customer data resides, with no compromise to integrity, traceability, or compliance
Verosoft Launches Verovia to Turn AI into Industrial Value
New Microsoft-first AI orchestration platform connects industrial systems, enterprise applications, and AI agents to automate operations and accelerate AI adoption. MONTR AL , Oct. 26, 2026 -- Verosoft, a Microsoft-first industrial technology company, today announced the general availability of Verovia , its AI orchestration and automation platform designed to help industrial organizations move beyond AI experimentation and put artificial intelligence to work across their operations.
Rockwell Automation Expands FactoryTalk Conductor with NVIDIA Nemotron Support
Manufacturers gain additional deployment flexibility for industrial AI orchestration through support for NVIDIA Nemotron models MILWAUKEE , Oct. 22, 2026 -- Rockwell Automation, Inc. (NYSE: ROK), the world s largest company dedicated to industrial automation and digital transformation, today announced support for NVIDIA Nemotron open models within FactoryTalk Conductor , its AI-native orchestration platform for industrial automation. Building on the recent introduction of FactoryTalk Conductor, support for NVIDIA Nemotron models expands deployment flexibility for manufacturers adopting industrial AI. The open-source approach enables organizations to keep engineering and production data within their own environments while leveraging Rockwell Automation-verified agents and skills to automate complex workflows with greater control over infrastructure, governance and cost. Manufacturers want to adopt AI in ways that align with their business, technology and governance requirements, said Matheus Bulho, SVP, software & control, Rockwell Automation. Support for NVIDIA Nemotron models gives customers another option for deploying FactoryTalk Conductor using open-source AI technology while maintaining control of their data and infrastructure. Combined with Rockwell Automation-verified agents and skills, organizations can apply trusted industrial expertise across engineering workflows and scale AI with confidence. FactoryTalk Conductor enables users to initiate engineering tasks through natural language interactions and intelligently coordinates the software, AI capabilities and workflows needed to complete them. By combining AI orchestration with Rockwell Automation-verified agents and skills, the platform helps manufacturers accelerate engineering activities while maintaining the standards, governance and reliability required in industrial environments. Key benefits of NVIDIA Nemotron support include:
Rockwell Automation Recognized in 21 Gartner Hype Cycle Reports
Recognition across AI, manufacturing, cybersecurity and industrial operations highlights Rockwell s breadth of expertise in helping customers drive productivity, resilience and innovation MILWAUKEE , Oct. 21, 2026 -- Rockwell Automation, Inc. (NYSE: ROK), the world s largest company dedicated to industrial automation and digital transformation, today announced it has been recognized in 21 Gartner Hype Cycle reports spanning artificial intelligence (AI), manufacturing operations, industrial cybersecurity supply chain, private networks and industry-specific technologies.
ESTEVE CDMO expands its presence in Asia with a major investment and new manufacturing site in China
After more than two decades in China, ESTEVE CDMO marks a new chapter in its commitment to the country and the region. With more than 80 million invested, the new facility brings a new generation of manufacturing capabilities, with 250 m of reaction volume and potential capacity of more than 400+ m . Advanced manufacturing, automation, and digitalization enhance ESTEVE CDMO s capabilities and support its continued growth in Asia. SHAOXING, China , Oct. 21, 2026 -- ESTEVE CDMO, Esteve Healthcare contract development and manufacturing organization, is strengthening its presence in Asia through the relocation, expansion and modernization of its existing manufacturing operations in China, supported by an investment of more than 80 million.
EPLAN | From Information Silos to Enhanced Value
Artificial intelligence, cloud services and automation are supposed to make engineering more productive. However, for Eplan Vice President Customer Journey Jan Fleming, that is just a part of the challenge. What’s crucial is making data usable throughout the entire process, from preliminary planning to operations. AI, engineering software, networking and open standards like the Asset Administration Shell all work together to achieve this—converting individual tools into an end-to-end
onsemi to Announce Third Quarter Financial Results
SCOTTSDALE, Ariz., Oct. 15, 2026 (GLOBE NEWSWIRE) -- onsemi (Nasdaq: ON ) plans to announce its financial results for the third quarter, which ended October 2, 2026, after market close on Monday, November 2, 2026. The company will host a conference call at 5 p.m. Eastern Time (ET) on November 2, 2026, following the release of its financial results. Investors and interested parties can access the conference call in the following manner: Webcast: A live webcast of the conference call will be avail
IBM and Siemens Collaborate on Research to Advance Nanostack Architecture
Collaboration aims to accelerate development of the manufacturing and design capabilities needed for future nanostack generations ALBANY, N.Y. , Oct. 14, 2026 -- Today, IBM (NYSE: IBM ), in collaboration with Siemens, announced new research aimed at advancing IBM s nanostack architecture , a new transistor architecture unveiled by IBM earlier this year. The collaboration will bring together IBM s leadership in semiconductor device innovation and Siemens expertise in electronic design automation (EDA), process simulation, lithography optimization, and advanced manufacturing software to accelerate the development of nanostack.
Movable Ink Introduces Headless Marketing Capabilities
Agentic Orchestration Includes Launch of AI-Powered Assistants LONDON , Oct. 13, 2026 -- Movable Ink , the AI-powered personalized content platform, today announced new headless marketing capabilities, enabling marketers to create, manage, and optimize campaigns directly within Movable Ink or through the AI tools they already use. Powered by Movable Ink s Model Context Protocol (MCP) Server and complemented by a growing set of specialized AI assistants, the launch advances the company s Programmatic CRM approach, introduced at Think Summit NYC in June. It brings the automation and decisioning principles of paid media to owned channels like email, mobile, and web, while giving marketers greater flexibility in how and where they work.
New Plume Console Multiplies ISP Business Results by Putting AI Agents to Work on Cost to Serve, Churn Reduction and Revenue Growth
Plume Console gives every ISP team AI agents that autonomously find and resolve complex subscriber issues, turn months of analysis into a few clicks, while enabling operators to cut cost to serve, reduce churn and uncover new revenue opportunities VIENNA and PALO ALTO, Calif. , Oct. 13, 2026 -- Plume Design, Inc. ( Plume ), the award-winning AI-native platform used by more than 450 internet service providers (ISPs) across 60+ countries to run the securely connected home, today introduced Plume Console at Network X in Vienna. Built on the Plume platform , Plume Console gives ISP teams a single place to investigate subscriber issues, create and deploy agents, and direct actions across Plume WiFi, Plume Security, Plume Care and their existing business systems. It puts the platform s intelligence and automation directly in the hands of the teams responsible for subscriber experience and business performance.
Conversational AI Is Finally Connected to the Work: Automation Anywhere to Acquire Boost.ai
Second AI acquisition in a year will extend Automation Anywhere s leadership from employee service to customer-facing conversational and voice AI, creating the most complete offering for the Autonomous Enterprise SAN JOSE, Calif. , Oct. 7, 2026 -- Automation Anywhere , a leader in agentic automation and orchestration for the enterprise, today announced entry into a definitive agreement to acquire Boost.ai from Nordic Capital. Boost.ai is a leading enterprise conversational AI company whose global customers rely on its voice AI solutions to enhance customer experience. The transaction is expected to close in Q4 2026, subject to customary regulatory approvals and closing conditions.
onsemi and Synaptics Announce Revised Merger Agreement
Revised Terms to Deliver Higher onsemi Shareholder Value through Immediate EPS Accretion Amended Agreement Follows Thorough Review of Unsolicited Competing Proposal SCOTTSDALE, Ariz. and SAN JOSE, Calif., Oct. 01, 2026 (GLOBE NEWSWIRE) -- onsemi (NASDAQ: ON) and Synaptics Incorporated (NASDAQ: SYNA) ("Synaptics") today announced they have amended their June 25, 2026 merger agreement. The amendment follows an unsolicited competing proposal received from a third party. Under the revised agreement,
Mitsubishi Electric India Inaugurates Centre of Excellence at CGC Landran to Nurture Industry-Ready Engineering Talent
Centre to provide hands-on training in Factory Automation technologies and strengthen industry-academia collaboration First of its kind to be established by Mitsubishi Electric in North India MOHALI, India , Oct. 1, 2026 -- Mitsubishi Electric India Pvt. Ltd. inaugurated a Centre of Excellence (CoE) at Chandigarh Group of Colleges (CGC), Landran, Mohali, to provide engineering students with practical exposure to industrial automation technologies and strengthen industry-academia collaboration.
Smart, Secure and Scalable: Flatworld Mortgage Reimagines Mortgage Operations
Automation and agentic AI, powered by MSuite, run directly across onboarding, processing, underwriting, QC, closing and servicing. Every automated output is checked at a defined human checkpoint before it becomes a lending decision, backed by SOC 2 Type II, ISO/IEC 27001, and ISO 9001:2015 certification Flatworld Mortgage has already absorbed 100% more loan volume at 24 48 hours notice BENGALURU, India , Sept. 30, 2026 -- Flatworld Mortgage Solutions LLC , a strategic player in the mortgage processing space across the US announced a brand relaunch built on three pillars, Smart, Secure and Scalable , that reflects an operational transformation already running in production. With more than a decade running the US mortgage back office, Flatworld Mortgage has watched rising costs, heavier compliance scrutiny, and unpredictable loan volume stretch the industry s legacy cost-driven operating model past its limit. This transformation replaces headcount-driven processing with automation and agentic AI built directly into origination workflows, across underwriting support, QC, closing and post-closing.
NTT DOCOMO BUSINESS Migrates Critical Database Platform to Oracle Autonomous AI Database
Japan s leading ICT provider migrates tens of terabytes of data to the cloud and reduces database license costs by 43 percent TOKYO , Sept. 30, 2026 -- NTT DOCOMO BUSINESS, Inc. (formerly NTT Communications Corporation), Japan s leading global ICT solutions provider, has modernized its shared internal Oracle-based database platform by migrating it to Oracle Autonomous AI Database on Oracle Cloud Infrastructure (OCI). By moving tens of terabytes of data from its on-premises environment, NTT DOCOMO BUSINESS has been able to reduce database license costs by 43 percent, streamline database management through automation, and strengthen business continuity and resilience.
Emerson | As machine builders push for higher airflow in more compact designs, does the industry need to rethink valve platform architecture?
Emerson Expands AVENTICS™ XV Platform to Address Growing Demand for Higher Airflow in Automation Across factory automation, packaging, water treatment, and automotive manufacturing, machine builders are facing a familiar challenge: higher airflow demands in increasingly compact machine designs. Moving to a larger valve platform can solve the airflow problem but introduces new complexity — different interfaces, different configurations, and disruption to established machine architectu
RobotPlusPlus Advances Industrial Maintenance with HighMate Series Demonstrated at SMM 2026
HAMBURG, Sept. 24, 2026 (GLOBE NEWSWIRE) -- RobotPlusPlus (ROBOT++), an engineering-led developer of working-at-height robots, is extending automation across industrial maintenance with its HighMate Series for industrial cleaning and corrosion control, led by the HighMate AP-F-CO Coating Robot+VOC Recovery System. The systems, presented at SMM 2026 in Hamburg, cut workers' exposure to hazardous work at height while improving cleaning and surface-treatment efficiency and consistency. RobotPlusPlu
RobotPlusPlus Advances Industrial Maintenance with HighMate Series Demonstrated at SMM 2026
HAMBURG, Sept. 24, 2026 (GLOBE NEWSWIRE) -- RobotPlusPlus (ROBOT++), an engineering-led developer of working-at-height robots, is extending automation across industrial maintenance with its HighMate Series for industrial cleaning and corrosion control, led by the HighMate AP-F-CO Coating Robot+VOC Recovery System. The systems, presented at SMM 2026 in Hamburg, cut workers' exposure to hazardous work at height while improving cleaning and surface-treatment efficiency and consistency. RobotPlusPlu
RobotPlusPlus Advances Industrial Maintenance with HighMate Series Demonstrated at SMM 2026
HAMBURG, Germany, Sept. 23, 2026 (GLOBE NEWSWIRE) -- RobotPlusPlus (ROBOT++), an engineering-led developer of working-at-height robots, is extending automation across industrial maintenance with its HighMate Series for industrial cleaning and corrosion control, led by the HighMate AP-F-CO Coating Robot+VOC Recovery System. The systems, presented at SMM 2026 in Hamburg, cut workers' exposure to hazardous work at height while improving cleaning and surface-treatment efficiency and consistency. Rob
Bird.com secures $450m financing as it launches communications infrastructure for AI agents
450 million debt financing led by J.P. Morgan, Capital One and Citi comprises a 400 million term loan and 50 million revolving credit facility. Revamped Bird platform builds on giving AI agents access to the outer world in a regulated compliance-focused Agentic Harness to send messages, make calls, and manage email directly, as Bird accelerates its push into the US. Bird generated 165 million EBITDA in 2025 following extensive automation across the business. NEW YORK and AMSTERDAM , Sept. 23, 2026 -- AI communications infrastructure company Bird.com has completed a 450 million debt financing, led by J.P. Morgan, and unveiled a revamped Agentic Harness platform that now lets AI agents send messages, place calls, manage email, and even get their own eSIM phone plan on Bird s network without custom integration.
vHive Expands Industry-Leading Digitization Platform into the Data Center Market
vHive s field proven digitization technology empowers data center operators to bridge the gap between physical infrastructure and digital management, driving automation, space optimization and precision. NEW YORK , Sept. 23, 2026 -- vHive, a global leader in end-to-end asset digitization software, today announced the expansion of its WorldTwin AI engine into the Data Center sector. This strategic move brings vHive s field-tested Digital Twin expertise from the telecommunications and renewable energy industries, where it has successfully digitized complex physical critical infrastructure for global operators and tower companies, to meet the critical, rapidly evolving needs of the data center market.
Rockwell Automation Receives Eight Brandon Hall Group HCM Excellence Awards
India-based Gurukul leadership development program wins four Gold and four Silver honors in the 2026 Brandon Hall Group HCM Excellence Awards NEW DELHI , Sept. 23, 2026 -- Rockwell Automation, Inc. (NYSE: ROK), the world s largest company dedicated to industrial automation and digital transformation, announced that its India-based Gurukul leadership development program has received eight awards at the 2026 Brandon Hall Group HCM Excellence Awards . The program earned four Gold and four Silver awards, receiving recognition for all eight submissions entered across four disciplines.
Chandigarh University CSE student Utkarsh develops AI-based hospital & patient care automation startup 'Medoc'
Medoc forges tie-ups with 98 hospitals across 5 states and attaining valuation of Rs 22 cr in 4 years CHANDIGARH, India , Sept. 23, 2026 -- To streamline hospital operations and improve healthcare delivery across India, Chandigarh University student entrepreneur Utkarsh Luthra has built Medoc Health, an AI-driven health tech venture focused on hospital automation and smarter healthcare management. The startup s solutions have now been adopted by 98 hospitals across five states across the country, helping healthcare institutions automate their routine processes, improved coordination across departments and bringing hospital records, clinical workflows and patient information closer to the ward, where healthcare delivery actually happens.
Mitsubishi Electric | Mitsubishi Electric Hosted “MECA Frontier Forum 2026”
- FA Competition Bringing Together Representatives from Seven Regions MECA Cup Global Finals 2026 participants A Global Exchange Forum Exploring the Future of Monozukuri On September 1, 2026, Mitsubishi Electric’s Factory Automation Systems Group hosted “MECA Frontier Forum 2026” as part of MECA, Mitsubishi Electric’s Factory Automation (FA) educational support initiative, which aims to nurture the passion of aspiring engineers and develop outstanding talent. The event of
onsemi Introduces the Embedded Power Platform, a Breakthrough Architecture for the AI Era
Platform uses silicon wafer itself as the package and introduces a highly integrated approach to power system design across automotive, industrial, and AI data center markets onsemi Embedded Power Platform Chip onsemi Embedded Power Platform Chip onsemi Embedded Power Platform Wafer onsemi Embedded Power Platform Wafer Summary: onsemi today unveiled the Embedded Power Platform (EPP), redefining system power delivery through unprecedented power density and integration of multiple dies into a sing
Equilend Unveils New Brand Identity, Reflecting Its Role as the Connective Force in Securities Finance
NEW YORK , Sept. 15, 2026 -- Equilend , the platform connecting the global securities finance market, today announced a refreshed brand identity that reflects how far the company and the industry it serves have evolved. At the center of this evolution is Equilend s rollout of a connected platform across securities finance. Rather than separate tools and workflows, Equilend is bringing trading, workflow automation, data & insights, and digital solutions together through a common orchestration layer, providing clients seamless access to the capabilities they need across the trade lifecycle.
Momentus Technologies Launches MomentusMAX, an AI Platform Built for Venues, and Brings MAX for Sales to General Availability
New platform will house Momentus s growing family of AI products; the latest release automates lead scoring, calendar decisions, and proposal building for venue sales teams. AUSTIN, Texas , Sept. 15, 2026 -- Momentus Technologies, the global leader in venue and event management, powering more than 4,000 venues worldwide, today announced the general availability of MAX for Sales, an AI-native CRM supporting revenue orchestration and automation. This release marks the launch of MomentusMAX, the new platform that will house a growing suite of AI products , with MAX for Sales as its latest offering.
Aircom Appoints Khurram Chaudhry as General Manager
Long-time Aircom executive to lead the next phase of growth and AI Innovation FAIRFAX, Va. , Sept. 10, 2026 -- Aircom today announced the elevation of Khurram Chaudhry from Vice President Product & Engineering to General Manager & CTO , giving him overall responsibility for the Aircom business. The leadership transition comes as Aircom enters a new phase of product innovation, with AI and automation playing an increasingly important role in the evolution of RAN planning, optimization and operations.
ST Engineering iDirect Advances Intelligent Satellite Operations with New AI Capabilities
New capabilities for AI governance, operational control and rapid onboarding help operators simplify complexity, strengthen compliance and scale automation with confidence HERNDON, Va. , Sept. 10, 2026 -- ST Engineering iDirect, a global leader in satellite communications, today announced new capabilities for Foresight, its AI-driven orchestration and intelligence platform designed to help satellite operators simplify increasingly complex multi-orbit and multi-service network environments. The new capabilities introduce enhanced AI governance, operational controls, and guided onboarding tools that help operators adopt AI responsibly, maintain oversight of operational changes and accelerate deployment.
DFI Introduces One Board, Two CPU Generations Mini-ITX Platform to Advance Physical AI for Robotics and Automation
TAIPEI , Sept. 9, 2026 -- DFI, a Qisda Group company and a global leader in embedded motherboards and industrial computers, introduces the ARH171/ARH173 , expanding its AI-ready portfolio with a Mini-ITX platform built for space-constrained, mission-critical deployments. Powered by Intel technologies, the ARH171/ARH173 is purpose-built to handle demanding Physical AI workloads from perception to reasoning, enabling next-generation smart logistics and industrial automation.
Rockwell Automation Integrates Plex QMS with FactoryTalk Analytics VisionAI to Advance AI-Driven Quality, Continues AI Expansion
Integration brings AI-powered visual inspection into QMS workflows to help improve quality, traceability and defect detection MILWAUKEE , Aug. 31, 2026 -- Rockwell Automation, Inc. (NYSE:ROK), the world s largest company dedicated to industrial automation and digital transformation, on Aug. 11, 2026 announced an API-enabled integration between Plex Quality Management System (QMS) and FactoryTalk Analytics VisionAI . The integration, available from Aug. 11, expands AI-driven quality management and reflects Rockwell s continued investment in artificial intelligence and elastic MES solutions.
India's Manufacturing Future Will Be Built on Engineering Depth, Quality and Execution: BN Shukla, Jabil India
India's manufacturing story is rapidly moving beyond cost competitiveness and assembly towards engineering depth, advanced technology and globally competitive execution. In an exclusive interaction with The Industrial, BN Shukla, Managing Director, Jabil India, discusses how India's role in global manufacturing is evolving, the growing impact of AI and automation on factory operations, the importance of resilient supply chains and why execution discipline will ultimately determine competitiveness.
Automation Fair 2026 Opens Registration for Industry's Premier Industrial Operations Event
Industry leaders gather to explore the technologies, ideas and connections shaping the future of industrial operations MILWAUKEE , Aug. 13, 2026 -- Rockwell Automation, Inc. (NYSE: ROK), the world s largest company dedicated to industrial automation and digital transformation, announces that registration is now open for Automation Fair 2026, taking place November 16-19 at the Thomas M. Menino Convention & Exhibition Center in Boston.
Nexters appoints Aghanim as global DTC enablement partner
LOS ANGELES , Aug. 13, 2026 -- Aghanim, an integrated commerce, liveops automation, community engagement, and payments platform for video game studios, today announced a strategic partnership with Nexters Global (Nexters) within its mobile game business. Nexters is a game developer known for operating globally successful live-service games through disciplined liveops execution and long-term player engagement, part of GDEV Holding - the Nasdaq-listed gaming and entertainment company headquartered in Limassol, Cyprus.
Newgen Software Recognized in The Digital Process Automation Software Landscape, Q3 2026
NOIDA, India, Aug. 10, 2026 -- Newgen Software, a leader in intelligent enterprise orchestration , announced its recognition among Notable Vendors in Forrester s The Digital Process Automation Software Landscape, Q3 2026 , authored by Vice President and Principal Analyst Craig Le Clair. The report provides an overview of 39 vendors in the digital process automation (DPA) market, a category Forrester defines as platforms that develop process applications with advanced programming principles with modeling, orchestration, dynamic case management, and AI-led support.
Major Multi-Hospital System Selects 3CLogic to Modernize IT Service Operations with Voice AI for ServiceNow
The deployment embeds real-time transcription, live-agent automation, and unified analytics directly within ServiceNow, helping a major healthcare provider resolve IT issues faster and lower the cost of support. ROCKVILLE, Md. , Aug. 4, 2026 -- 3CLogic , the leading AI-powered voice platform purpose-built for ServiceNow, today announced that a northeastern health network has selected its Voice AI and contact center solution to modernize its IT service desk and unify voice with its existing ServiceNow platform. The selection comes as the healthcare provider moves to consolidate vendors, retire aging telephony, and bring AI-driven automation to the team that keeps its clinical and administrative workforce running.
IBM and Red Hat Offer Lightwell at No Charge to Universities, NGOs and Think Tanks
Access to Lightwell will help strengthen the open source software supporting research, education and mission-critical work Key Facts IBM and Red Hat will offer Lightwell at no charge to over 185 leading research universities and 100 major nongovernmental organizations (NGOs) and think tanks in the United States. Lightwell combines AI-driven automation with human engineering expertise to identify, validate and remediate open source software vulnerabilities. Participating institutions can access validated fixes for the software versions they currently run, helping reduce the need for disruptive upgrades. Lightwell operates within an institution s existing environment and does not require access to its proprietary source code, data or research.