SoC Power Modeling Engineer Apple IncSoC Power Modeling EngineerAustin, TXYour main responsibilities will be: Modeling power dissipation and power delivery, Establishing voltages for DVFM states of IPs, including Neural Engines, CPUs, Graphics, compute (AI/ML) accelerators, media IPs, caches and fabric. We are looking for an engineer who will work on the modeling of power dissipation of various IPs including AI/ML and the corresponding power rails, peak current requirements and voltage-frequency operating points for upcoming generations of Apple SOCs.
NewManufacturing Engineer - Battery Systems & Automation Base PowerManufacturing Engineer - Battery Systems & AutomationAustin, TXThe ideal candidate has over 5 years of mechanical engineering experience, strong skills in AutoCAD and SolidWorks, and a background in designing automated manufacturing processes. Base Power in Austin, Texas is seeking a Manufacturing Engineer to design and launch manufacturing lines for cutting-edge battery storage systems.
Staff Digital Design Engineer - SOC Low Power, Clocking & Integration Silicon Laboratories IncStaff Digital Design Engineer - SOC Low Power, Clocking & IntegrationAustin, TX$143,150–$265,850 / yearResponsibilities include the following: Develop complex SOC/chip Architectures with multiple processors, digital and mixed signal subsystems, multiple power, and clock domains with a goal towards optimizing power for specific customer scenarios. Merging cutting-edge technology into the world's most highly integrated SoCs, Silicon Labs provides device makers the solutions, support, and ecosystems needed to create advanced edge connectivity applications.
Staff Digital Design Engineer – SOC Low Power, Clocking & Integration Silicon LaboratoriesStaff Digital Design Engineer – SOC Low Power, Clocking & IntegrationAustin, Texas$143,150–$265,850 / yearResponsibilities include the following: Develop complex SOC/chip Architectures with multiple processors, digital and mixed signal subsystems, multiple power, and clock domains with a goal towards optimizing power for specific customer scenarios. Merging cutting-edge technology into the world’s most highly integrated SoCs, Silicon Labs provides device makers the solutions, support, and ecosystems needed to create advanced edge connectivity applications.
Sr Backend Software Engineer, Content & Industry Services Realtor.comSr Backend Software Engineer, Content & Industry ServicesAustin, TXYou will ship code that ensures the flow of content onto realtor.com and across our publisher network to reach tens of millions of consumers, learn about and leverage new technologies, work with an experienced team of engineers and be part of a team that has a lot of fun along the way! Through its robust suite of tools, Realtor.com not only makes a significant impact on the real estate industry at large, but for consumers, navigating the biggest purchase they will make in their life, by providing a user experience that is easy to use, easy to understand, and most of all, easy to make decisions.
NewElectrical CxA Agent - Data Centers PkazaElectrical CxA Agent - Data CentersBastrop, TXThe candidate should be experienced in leading the Commissioning process and understand the MEP construction coordination of complex data center projects, communicate with contractors and vendors to obtain documentation, schedule technicians, and coordinate startup and testing of complex electrical and mechanical equipment and systems in a datacenter environment. Help lead and manage any external resources; Schedule and direct periodic commissioning meetings; Attend construction and coordination meetings if required for the project; Work with business leaders to coordinate projects, manage capacity and optimize plant safety, performance, reliability and efficiency.
Data Center Engineering - Post Silicon Power and Performance Engineer Qualcomm IncData Center Engineering - Post Silicon Power and Performance EngineerAustin, TX$122,500–$183,700 / yearMinimum Qualifications: Bachelor''s degree in Electrical Engineering, Computer Engineering, Computer Science, or related field and 2+ years of Hardware Engineering, Software Engineering, Electrical Engineering, Systems Engineering, or related work experience. Master''s degree in Electrical Engineering, Computer Engineering, Computer Science, or related field and 1+ year of Hardware Engineering, Software Engineering, Electrical Engineering, Systems Engineering, or related work experience.
NewPrincipal Analog Design Engineer RenesasPrincipal Analog Design EngineerAustin, TXResponsibilitiesAnalog Circuit Design: Lead the design, simulation, and validation of advanced analog circuits, including DDR I/O interfaces such as Rx, Tx, PLLs, Bandgap and high-speed mixed signal circuits in fine-geometry process. RX Design: Design and enhance analog receiver circuits, including CTLE, VGA, DFE, and slice focusing on performance metrics such as sensitivity, linearity, noise, and power consumption.
SoC Physical Design Engineer - Power Delivery Apple IncSoC Physical Design Engineer - Power DeliveryAustin, TXDevelop features and methodology solutions to be used by wide range of SOC partitions Collaborate with technology teams for node evaluations, global PD engineers, and physical verification and electrical analysis teams. In this highly visible role, you will work with a team environment responsible completing partition place and route from netlist to tapeout including automation tasks for Apple SOC!
SoC Power Spec Engineer Apple IncSoC Power Spec EngineerAustin, TXYou will have the opportunity to build new insights into silicon optimization, as well as work with architects, silicon design engineers, software developers, and be involved in silicon/model correlation efforts of mobile SoC design. We are looking for an engineer who will work on the modeling of power dissipation of various IPs and applications, including AI/ML and power modeling at the SOC/system level for Apple products.
NewElectrical Engineer - Battery Storage Systems (BESS) HDRElectrical Engineer - Battery Storage Systems (BESS)Round Rock, TXIn this role, you will support grid-scale Battery Energy Storage Systems (BESS) projects, contributing to the design and implementation of renewable energy solutions. HDR is looking for an Electrical Engineer to join their Power sector team in Round Rock, Texas.
Sr. Systems Engineer - Audio Amplifiers, PC (Jm-64000667) Cirrus Logic, Inc.Sr. Systems Engineer - Audio Amplifiers, PC (Jm-64000667)Austin, TXResponsibilities: Collaborate with tier 1 customers and internal engineering teams to define system and performance requirements, feature set, and architecture definition for complex IC designs which may be composed of integrated sub-blocks such as ADCs, DACs, Class D amplifiers, general-purpose sensor monitors, Digital Signal Processing (DSP), analog and digital filtering, clocking, analog and digital interfaces, and inter-device communications. Required Skills and Qualifications: Bachelor's degree in Electrical Engineering with 5+ years of experience in applications engineering or product definition supporting low/mid power audio amplifiers, Class D amplifiers, or mixed-signal integrated circuits for audio processing in portable electronic products such as smartphones, tablets, laptops, desktop PCs, pro audio, audio accessories (e.g., headphones), etc.
Principal Engineer - Observability Telemetry Client Infrastructure Cloudera IncPrincipal Engineer - Observability Telemetry Client InfrastructureAustin, TXAs a technical leader, you will be responsible for defining the semantic conventions to enable log events, metrics, spans, and traces from diverse, multi-language clients to be correlated into a unified, actionable view for customers, Support and Cloudera product engineering. As an Observability Telemetry Principal Engineer you will: Architect and drive the implementation of automated "on-ramps" for observability clients that handles the complexity of multi-cloud, hybrid environments without sacrificing performance, ensuring teams can integrate their services with minimal friction.
Staff Backend Software Engineer, RDC Next Realtor.comStaff Backend Software Engineer, RDC NextAustin, TXThrough its robust suite of tools, Realtor.com not only makes a significant impact on the real estate industry at large, but for consumers, navigating the biggest purchase they will make in their life, by providing a user experience that is easy to use, easy to understand, and most of all, easy to make decisions. Recognized as the No. 1 site trusted by real estate professionals, Realtor.com has been at the forefront of online real estate for over 25 years, connecting buyers, sellers, and renters with trusted insights and expert guidance to find their perfect home.
Power System Engineer Associate HirePower Personnel Inc.Power System Engineer AssociateTaylor, TX$29–$39 / hourThe engineer will perform reliability studies, review technical submissions, collaborate with market participants and internal stakeholders, and support the development of processes and procedures related to IBR performance and regulatory implementation. As the independent system operator for the region, they seek skilled professionals to support their critical mission — ensuring a reliable electric grid, efficient markets, open access, and retail choice.
Engineer 1 - Austin, TX M.C. Dean IncEngineer 1 - Austin, TXTXThe responsibilities of this role include development of systems and project requirements as per clients' needs, collaboration with clients, partners, vendors and internal teams to provide best-in-class solutions, high level of systems designs with required technical specifications, systems analysis reports and design development, the preparation of new builds and projects drawings, specifications, technology product selection, installation sequence planning, commissioning testing/commissioning scripts, process streamlining and improvements. As part of (SES) Strategic Business Unit you will be part of a team that designs, engineers, integrates, operates and maintains electronic security services inclusive of intrusion detection, access control, biometric authentication, video surveillance, audio visual, it systems, perimeter defense and command and control systems for federal, local and commercial customers across high-growth markets.
Principal System Debug Engineer Graphcore Ltd.Principal System Debug EngineerAustin, TXDevelop and drive a Debug Center of Excellence, including scalable debug and triage methodologies, processes, and playbooks for server blade and rack-level issues spanning hardware, firmware, and software integration. We are seeking a senior technical leader (Principal Engineer level and above) to lead the bring-up, enablement, and hardware debug of server compute systems and rack-level platforms based on Arm server architecture.
Data Center Hardware Engineering - Hardware System Integration Engineer Apple IncData Center Hardware Engineering - Hardware System Integration EngineerAustin, TXAs a Hardware System Integration Engineer, you will own the end-to-end hardware engineering lifecycle for high-performance compute designs - from initial specification and schematic capture through board bring-up, validation, and factory build support. Were looking for a Hardware System Integration Engineer who thrives in a highly collaborative environment, enjoys working across disciplines, and is energized by the challenge of bringing cutting-edge hardware to life.
Staff System Validation Engineer Graphcore Ltd.Staff System Validation EngineerAustin, TXWe are seeking a Staff System Validation Engineer to design and implement validation tests for Arm-based data center SoCs using a combination of open-source benchmarking tools and custom micro-benchmarks. Define test cases, tune workload parameters, and use Python to automate and analyze validation across processing units, system memory, communication links, and PCI Express components.
Senior System Validation Engineer Graphcore Ltd.Senior System Validation EngineerAustin, TXWe are seeking a Senior System Validation Engineer to design and implement validation tests for Arm-based data center SoCs using a combination of open-source benchmarking tools and custom micro-benchmarks. Define test cases, tune workload parameters, and use Python to automate and analyze validation across processing units, system memory, communication links, and PCI Express components.
Senior Principal Network Engineer Graphcore LtdSenior Principal Network EngineerAustin, TXThe ideal candidate brings deep experience operating hyperscale or HPC data center networks and has expertise in high‑speed Ethernet fabrics, RDMA technologies, advanced automation, and telemetry systems. The team collaborates closely with hardware engineering, AI researchers, and infrastructure teams to build scalable networking environments optimized for distributed training and inference workloads.
Senior Engineer, Security & Compliance (Us) Code and TheorySenior Engineer, Security & Compliance (Us)Austin, TX$110,000–$150,000 / yearBuild and maintain AI-specific security controls - reviewing model inputs/outputs, securing agent workflows, managing prompt injection and data leakage risks in AI-enabled products. Own the technical implementation of SOC 2 Type II, ISO 27001, and ISO 42001 compliance - building evidence pipelines, automating control testing, and maintaining audit artifacts.
Systems Software Engineer, Generalist Saronic TechnologiesSystems Software Engineer, GeneralistAustin, TexasThis role sits at the intersection of software, hardware, robotics, and distributed systems, requiring engineers who are comfortable working across the full stack of autonomous vehicle development—from low-level hardware interfaces and embedded systems to backend services, infrastructure, and mission-critical applications. Saronic Technologies is a leader in revolutionizing autonomy at sea, dedicated to developing state-of-the-art solutions that enhance maritime operations through autonomous and intelligent platforms.
Traffic Engineer Stanley Consultants IncTraffic EngineerAustin, TXHowever, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with the contractor's legal duty to furnish information. What You Will Be Doing: Serve, as required, as the Project Lead or Task Lead in the development of traffic studies and design plans including traffic signals, roadway lighting, signing, pavement marking, Intelligent Transportation Systems (ITS) infrastructure, construction sequencing, and traffic control plans.
Engineer 2 M.C. Dean IncEngineer 2Austin, TXAs part of (SES) Strategic Business Unit you will be part of a team that designs, engineers, integrates, operates and maintains electronic security services inclusive of intrusion detection, access control, biometric authentication, video surveillance, audio visual, it systems, perimeter defense and command and control systems for federal, local and commercial customers across high-growth markets. Education: Bachelors degree in System Engineering, Computer Science, Information Systems, Engineering Science, Engineering Management, or related discipline from an accredited college or university is required with 2+ years of experience in programs and contracts of similar scope, type and complexity.
Power Systems Engineer I - Electric Power Caterpillar IncPower Systems Engineer I - Electric PowerTX$89,210–$133,810 / yearEffective Communications: Working knowledge and understanding of effective communication concepts, tools and techniques; ability to effectively transmit, receive, and accurately interpret ideas, information, and needs through the application of appropriate communication behaviors. EPD supports a wide range of customer applications across the globe, including providing back-up power to hospitals, providing emergency power when natural disasters strike, and supporting critical infrastructure for data centers, municipalities, and more.
Senior Principal Test Framework Software Engineer Graphcore LtdSenior Principal Test Framework Software EngineerAustin, TXWe are seeking a highly skilled and hands-on Test Framework Software Engineer to develop, implement, and maintain robust test automation solutions that drive hardware quality and reliability across our AI hardware platforms. This role focuses on building scalable automation frameworks, translating hardware specifications into test solutions, and enabling efficient validation across development and production environments.
Principal Engineer / Project Manager - Transportation Stanley Consultants IncPrincipal Engineer / Project Manager - TransportationAustin, TXWhat You Will Be Doing: Lead, direct, and mentor project team design staff on transportation projects, including plan development for a comprehensive range of transportation design projects such as horizontal and vertical geometry, cross sections, earthwork modeling, 3D roadway modeling, quantities calculations, construction specifications, and utility coordination. This position offers exciting challenges and opportunities to develop the Texas program while managing all activities related to project scope, schedule, cost, quality, communications, and resources, mentoring young staff engineers, assisting in transportation market business development, and participating in professional organizations and technical committees.
Senior Engineer - Transportation Stanley Consultants IncSenior Engineer - TransportationAustin, TXThis position offers exciting challenges and opportunities to develop the growing Texas program while managing all activities related to project scope, schedule, cost, quality, communications, and resources; mentoring young staff engineers, assisting in transportation market business development, and participating in professional organizations and technical committees. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with the contractor's legal duty to furnish information.
Senior Electrical Engineer - Radio Frequency (RF) Systems Saronic Technologies IncSenior Electrical Engineer - Radio Frequency (RF) SystemsAustin, TXEvaluate and benchmark RF hardware and subsystems, including radios, antennas, and signal processing modules across multiple frequency bands (VHF/UHF, L/S/C/X bands). Saronic Technologies is a leader in revolutionizing autonomy at sea, dedicated to developing state-of-the-art solutions that enhance maritime operations through autonomous and intelligent platforms.
Senior Systems Engineer 2KSenior Systems EngineerAustin, TXThe Senior Systems Engineer balances complex operational requirements with long-term strategic projects, providing technical leadership and clear communication across multiple global teams to drive continuous infrastructure improvement. This role is responsible for ensuring the reliability, scalability, and efficiency of the Perforce environment through proactive management, advanced automation, and deep collaboration with software development and tools engineering teams.
Perception Hardware Engineer Saronic TechnologiesPerception Hardware EngineerAustin, TexasWorks closely with mechanical, optical, electrical, software, and manufacturing engineering teams to define requirements and plans for validation methods for Saronic’s perception system. This is a hands-on, high-impact role for an engineer who thrives on solving real-world problems in complex, noisy domains and wants to shape the future of naval autonomy.
Staff Robotics Engineer Graphcore LtdStaff Robotics EngineerAustin, TXThis role will work closely with internal Graphcore teams, SoftBank Robotics, SoftBank Group affiliates, and external technology partners to turn R&D concepts into scalable, production-ready robotic capabilities. Degree in Mechatronics, Mechanical Engineering, Electrical Engineering, Computer Science, Robotics, Mathematics, or a related technical field, or equivalent practical experience.
Software Engineer Ensemble Health PartnersSoftware EngineerAustin, TX5+ years of hands-on software engineering experience building production-grade applications using JavaScript/TypeScript, NET Core, or similar languages, with a demonstrated ability to learn new technologies quickly. Build scalable, maintainable, and reusable components, patterns, frameworks, and tooling that address cross-cutting needs across multiple delivery teams.
Substation & HV/MV Sr. Electrical Engineer Ursus, Inc.Substation & HV/MV Sr. Electrical EngineerAustin, TX$115–$145 / hourYou will take ownership of the end-to-end design process for electrical infrastructure: from evaluating interconnection points and transformer sizing, to reviewing substation layouts, protection schemes, and compliance with regional codes. " Lead design, review, and approval of High Voltage (HV) and Medium Voltage (MV) systems, including substations, feeders, step-down transformers, and utility interconnects.
Staff Site Reliability Engineer, Data Platform Visa IncStaff Site Reliability Engineer, Data PlatformAustin, TXRemote$131,600–$210,300 / yearThe ideal candidate will be capable of leading the design and delivery of enterprise-grade cloud solutions using Azure-native and hybrid-cloud patterns, and of driving best practices for reliability, security, and operational excellence across the data platform. This role requires demonstrated experience architecting, implementing, and optimizing Azure-based platforms and services, including cloud networking, compute, storage, identity and access management, observability, and container orchestration.
Sustaining Manufacturing Engineer Enovis CorpSustaining Manufacturing EngineerAustin, TXYou will support the Senior Manufacturing Engineering Manager by continuously driving assigned sustaining and new product introduction projects to completion while delivering efficient processes for equipment, systems, capitol justification and workflow. Enovis Corporation (NYSE: ENOV) is an innovation-driven medical technology growth company dedicated to developing clinically differentiated solutions that generate measurably better patient outcomes and transform workflows.
Power Systems Engineer Space Exploration TechnologiesPower Systems EngineerBastrop, TXITAR REQUIREMENTS: To conform to U.S. Government export regulations, applicant must be a (i) U.S. citizen or national, (ii) U.S. lawful, permanent resident (aka green card holder), (iii) Refugee under 8 U.S.C. § 1157, or (iv) Asylee under 8 U.S.C. § 1158, or be eligible to obtain the required authorizations from the U.S. Department of State. Working knowledge of delta/wye transformers, switchgear, motor control centers, building lighting, building construction specifications, and facility grounding.
Facilities Electrical Engineer Freese and Nichols IncFacilities Electrical EngineerAustin, TXAs Electrical Engineer, you will design and deliver electrical systems that support critical infrastructure across water, wastewater, municipal, and commercial projects while helping teams solve complex engineering challenges and grow their technical capabilities. For more than 130 years, we have been planning and designing the infrastructure our communities need: developing water supplies, designing roadways and bridges, preparing for natural disasters, and much more.
Sustaining Manufacturing Engineer EnovisSustaining Manufacturing EngineerAustin, TexasYou will support the Senior Manufacturing Engineering Manager by continuously driving assigned sustaining and new product introduction projects to completion while delivering efficient processes for equipment, systems, capitol justification and workflow. Enovis Corporation (NYSE: ENOV) is an innovation-driven medical technology growth company dedicated to developing clinically differentiated solutions that generate measurably better patient outcomes and transform workflows.
Principal Test Framework Software Engineer Graphcore LtdPrincipal Test Framework Software EngineerAustin, TXWe are seeking a highly skilled and hands-on Test Framework Software Engineer to develop, implement, and maintain robust test automation solutions that drive hardware quality and reliability across our AI hardware platforms. This role focuses on building scalable automation frameworks, translating hardware specifications into test solutions, and enabling efficient validation across development and production environments.
Mechanical Engineer - Steam Systems Aalo AtomicsMechanical Engineer - Steam SystemsAustin, TexasDemonstrated experience designing steam systems for utility, industrial, marine, or nuclear steam turbine generators, including hands-on responsibility for sizing, layout, and specification of high-energy steam and feedwater piping and components. This role is responsible for the end-to-end mechanical design of main steam, reheat, extraction, auxiliary steam, condensate, and feedwater systems, ensuring performance, reliability, safety, and code compliance from concept through commissioning.
Engineer 3 - Austin, TX M.C. Dean IncEngineer 3 - Austin, TXAustin, TXAs part of (SES) Strategic Business Unit you will be part of a team that designs, engineers, integrates, operates and maintains electronic security services inclusive of intrusion detection, access control, biometric authentication, video surveillance, audio visual, it systems, perimeter defense and command and control systems for federal, local and commercial customers across high-growth markets. Education/Experience: Bachelor's degree in System Engineering, Computer Science, Information Systems, Engineering Science, Engineering Management, or related discipline from an accredited college or university is required with 5+ years of experience in programs and contracts of similar scope, type and complexity.
AVP, AWS Security Engineer LPL Financial Holdings IncAVP, AWS Security EngineerAustin, TX$125,145–$208,575 / yearEmbed agentic AI capabilities into security governance: AI-assisted triage of Security Hub and Wiz findings, automated control authoring (Terraform and AWS Config conformance pack drafts from natural-language intent), conversational interfaces for control inquiries, and MCP-backed agents that join Security Hub, AWS Config, Wiz signal, and Terraform context into one queryable view. Collaborate cross-organization with Security Architecture and Security Engineering - peer teams within LPL's Information Security organization - to evaluate, pilot, and operationalize additional security solutions (CNAPP, CSPM, CWPP, runtime defense, DSPM, secrets scanning) and to ensure CCOE's posture meets InfoSec and application-team requirements.
NewSenior Process Engineer - Industrial & Semiconductor StantecSenior Process Engineer - Industrial & SemiconductorAustin, TXGeneral understanding of critical process and utility systems, including ultrapure water, reverse osmosis, deionization, process water, wastewater treatment, specialty waste, high-purity chemical delivery, specialty and bulk gas distribution, process exhaust, and mechanical utility systems. Education and ExperienceBachelor's degree in Chemical Engineering, Mechanical Engineering, or related engineering discipline from an accredited university.7+ years of experience with process systems in the semiconductor, petrochemical, biopharmaceutical, or similar industries.
Embedded Software Engineer, Implant Embedded Systems NeuralinkEmbedded Software Engineer, Implant Embedded SystemsAustin, TX$119,000–$281,000 / yearTeam Description: Join the Brain Interfaces Embedded Systems Team and be part of an elite team of engineers working on high-performance, safety-critical embedded systems for the next-generation brain-computer interfaces. You may enjoy thoughtful conversations about problems and perfecting design, but in the end, you know that delivering reliable manufacturable solutions matters.
Power System Engineer HirePower Personnel Inc.Power System EngineerTaylor, TX$47–$57 / hourThe Power Systems Engineer provides technical analysis and engineering support for integrating large, flexible electrical loads into a regional power grid. As the independent system operator for the region, they seek skilled professionals to support their critical mission — ensuring a reliable electric grid, efficient markets, open access, and retail choice.
Engineer II RosendinEngineer IIPflugerville, TexasRequires working electrical engineering knowledge, including power distribution, lighting, grounding, energy conservation, and value engineering related to designing state-of-the-art constructible projects. Knowledge of various electrical engineering concepts, including power distribution, lighting, grounding, energy conservation, and value engineering related to designing state-of-the-art, constructible projects.
Senior Electrical Engineer Saronic TechnologiesSenior Electrical EngineerAustin, TexasThe ideal candidate has a proven track record designing or specifying electrical and electronic systems for marine, automotive, defense, or mining vehicles, with a focus on system integration, environmental qualification, and manufacturability. This position will play a key role in developing and evaluating ruggedized electrical architectures for autonomous maritime platforms - ensuring performance, durability, and compliance under shock, vibration, thermal, and marine conditions.
NewSecurity Engineer, AI Platform Engineering Saronic TechnologiesSecurity Engineer, AI Platform EngineeringAustin, TexasEnable Departments and Build: Build AI-powered applications, agents, and automations for teams across the company on our cloud platforms, with real backends, infrastructure, and integrations to real data and systems, for properly hardened, compliant, well-hosted, secure-by-default solutions, so departments don’t ship insecure ad-hoc vibe-coded tools themselves. You’ll help e peoplacross the business use AI well, put the right guardrails and visibility in place, and build the more complex, well-hosted, secure AI solutions that departments need so great ideas get built properly instead of turning into ungoverned risk and liability.