Connect with top-rated system integrator companies, known for delivering complex IT integrations and aligning multiple systems into one efficient, scalable infrastructure. Each company on this list has been vetted by industry experts, helping you choose a reliable technology partner with confidence. 

Best System Integration Companies

689 Companies - Rankings updated: April 03, 2026

Every system integration company featured on DesignRush is evaluated based on service quality and client feedback. Some placements may be paid.

  • Innovate. Integrate. Inspire: Your Tech Partners.

    Innovate. Integrate. Inspire: Your Tech Partners.

    At the forefront of innovation, we are a pioneering technology firm weaving together software, hardware, and cutting-edge deep tech solutions. We aspire to inspire change and elevate possibilities through our innovative tech solutions.  [... view Codahead profile ]
    Location
    Krakow, Poland
    Number of Employees
    50 - 99
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    4 Projects Listed
  • The Power of Your Business

    The Power of Your Business

    With a wealth of experience exceeding 15 years in financial management and strategic planning, our primary goal is to uphold an elevated standard of service delivery for our clients. Our mission is to align with enterprises seeking to expedite digital transformation initiatives for enhanced efficiency and  [... view Grow Business Development profile ]
    Location
    Iași, Romania
    Number of Employees
    Under 49
    Average Hourly Rate
    $50/hr
  • Unlock the Power of Technology.

    Unlock the Power of Technology.

    Haya Solutions is a leading management and business consulting firm especialised in leading organizations to success using technology. We are not only a technology partner but we are a business partner owning your business goals and objectives and combine our expertise to acheive them.  [... view Haya Solutions Inc. profile ]
    Location
    Mississauga, Canada
    Number of Employees
    Under 49
    Average Hourly Rate
    $100/hr
    Minimal Budget
    Under $1,000
  • Business Technology Made Easy

    Business Technology Made Easy

    Xobee Networks is the #1 Managed Service Provider of innovative, cost-effective, and cutting-edge technology solutions in California. Through our wide range of services, we've helped businesses, non-profits, government entities and other organizations throughout California for over 26 years. Were the tech  [... view Xobee Networks profile ]
    Location
    Fresno, California
    Number of Employees
    100 - 249
    Average Hourly Rate
    $165/hr
    Minimal Budget
    Under $1,000
  • Unlock New Possibilities to Stay Ahead of the Competition.

    Unlock New Possibilities to Stay Ahead of the Competition.

    VTI is a trusted global technology company, turning innovation into lasting value by harnessing AI and advanced technologies.As a dedicated partner in clients DX journeys, with a strong Asian presence and over 1,800 skilled personnel, we enable enterprises to navigate the digital era.  [... view VTI profile ]
    Location
    Hanoi, Vietnam
    Number of Employees
    1000 & Up
    Average Hourly Rate
    $25/hr
  • We do more than just make things pretty.

    We do more than just make things pretty.

    reava stands as a premier human-centered design agency, distinguished for its specialization in avant-garde digital solutions. Our commitment extends beyond the creation of visually appealing artifacts, encompassing a comprehensive approach to user-centric design that integrates cutting-edge technology and  [... view Creava profile ]
    Location
    Lviv, Ukraine
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Minimal Budget
    Under $1,000
    Portfolios Count
    1 Project Listed
  • B2B Revenue Operations & GTM Engineering Agency

    B2B Revenue Operations & GTM Engineering Agency

    MarTech Do is an independent B2B Revenue Operations agency. With over 10+ years of experience in Salesforce and Hubspot ecosystems, we help clients utilize CRMs' complete powers to achieve marketing, sales, and customer success operations excellence.Our core key tech stack focus is in Sales Cloud,  [... view MarTech Do profile ]
    Location
    Toronto, Canada
    Number of Employees
    Under 49
    Average Hourly Rate
    $100/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    1 Project Listed
  • Transforming IT with INNOVATION

    Transforming IT with INNOVATION

    Offshore software development company Zaavia is a burgeoning software firm based in Pakistan, delivering custom software solutions to its clientele. With a dedicated team of developers, we focus on innovation and adaptability to address the distinct needs of each client.  [... view Zaavia profile ]
    Location
    Karachi, Pakistan
    Number of Employees
    Under 49
    Average Hourly Rate
    $45/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    8 Projects Listed
  • Feel the Power of Future

    Feel the Power of Future

    Onex Software is an innovative company that provides software solutions using the latest technologies like Artificial Intelligence (AI), Machine Learning (ML), Internet of Things (iOT), Blockchain, Cloud Computing, Data Science, Hardware, ChatBots and Augmented Reality (AR / VR). They provide these solutions  [... view Onex Software profile ]
    Location
    İzmir, Turkey
    Number of Employees
    50 - 99
    Average Hourly Rate
    $30/hr
    Minimal Budget
    $1,000 - $10,000
  • Welcome to addmustard - the brand, marketing and technology agency for entrepreneurs.

    Welcome to addmustard - the brand, marketing and technology agency for entrepreneurs.

    addmustard is a brand, marketing and technology agency for entrepreneurs. And businesses with a healthy dose of entrepreneurial spirit.  [... view Addmustard profile ]
    Location
    Brighton, United Kingdom
    Number of Employees
    Under 49
  • Top mobile app and IoT game development company

    Top mobile app and IoT game development company

    Sdreatech, having a team of experienced consultants, coders, and well-wishers. Sdreatech provides you the best possible solution for your business which just not help your current situation but feels you secure about the future too.  [... see all Sdreatech reviews ]
    Location
    Mumbai, India
    Number of Employees
    Under 49
    Average Hourly Rate
    $24/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    4 Projects Listed
  • Grow Your Business With Us!

    Grow Your Business With Us!

    IconicTek, a premium design company, is built to provide innovative designs and development solutions based on quality and speed. Their main motive is based on specializing high-quality designs as well as an excellent work ethic and integrity, all to achieve the desired end result.  [... view Iconic Tek profile ]
    Location
    Bloomington, Minnesota
    Number of Employees
    50 - 99
    Average Hourly Rate
    $50/hr
  • Imagination encircles the world.

    Imagination encircles the world.

    The Apple Consultants Network partner that solves both internal and client facing technology problems. Creatively!  [... view DeSoto profile ]
    Location
    Phoenix, Arizona
    Number of Employees
    50 - 99
    Average Hourly Rate
    $1/hr
    Minimal Budget
    $50,000 & Up
  • Engineering & IT Solutions

    Engineering & IT Solutions

    Alignex provides engineering solutions, services and consulting for manufacturers, product development and design, as well as engineering firms.  [... view Alignex profile ]
    Location
    Edina, Minnesota
    Number of Employees
    100 - 249
    Average Hourly Rate
    $100/hr
  • Transform your technology challenges into business advantages.

    Transform your technology challenges into business advantages.

    Founded in 2009, Freeport Metrics has served start-ups and enterprises across a diverse range of industries and in some of the most challenging domains.  [... view Freeport Metrics profile ]
    Location
    Portland, Maine
    Number of Employees
    Under 49
    Average Hourly Rate
    $100/hr
  • The Ultimate All-In-One Business Solution

    The Ultimate All-In-One Business Solution

    Founded in 2007, we are a software development company that offers professional services such as project management and creative design for organizations that are open to collaboration and view vendor relationships as a value add to their company and not a mere cost center.  [... view Red Hammer LLC profile ]
    Location
    Tucson, Arizona
    Number of Employees
    Under 49
    Average Hourly Rate
    $100/hr
  • We Make Your Technology Simple.

    We Make Your Technology Simple.

    Technology is at the heart of every business organization. We are the single source developed to support your entire technology infrastructure, from your document systems to your servers — our focus is you. INNOVEX is your technology and marketing organization built to drive your business forward.  [... view Marco profile ]
    Location
    Lincoln, Rhode Island
    Number of Employees
    100 - 249
  • Accelerate Your Cybersecurity Transformation

    Accelerate Your Cybersecurity Transformation

    Techdemocracy | Leader in Identity and Access Management.  [... view TechDemocracy profile ]
    Location
    Piscataway, New Jersey
    Number of Employees
    250 - 499
    Average Hourly Rate
    $10/hr
    Minimal Budget
    $1,000 - $10,000
  • Carleton is the country's leading provider of financial calculation software, loan origination compliance support, software development solutions, and document delivery software, based in South Bend, IN.  [... view Carleton, Inc. profile ]
    Location
    South Bend, Indiana
    Number of Employees
    50 - 99
  • Where Experience Meets Excellence

    Where Experience Meets Excellence

    Virtelliegnce is a global leader in Healthcare and IT Consulting. Through our unique consulting model providing an implementation-oriented partnership with clients, we offer consulting expertise across the full range of Healthcare IT sector.  [... view Virtelligence profile ]
    Location
    Minneapolis, Minnesota
    Number of Employees
    100 - 249
  • IT Support& Managed Services

    IT Support& Managed Services

    Optimizing today and planning for tomorrow! Your biggest business adventure awaits!  [... view ProphetOne profile ]
    Location
    Indianapolis, Indiana
    Number of Employees
    Under 49
  • Your Top Notch Network and Business Consulting Firm

    Your Top Notch Network and Business Consulting Firm

    Keilman Business Consulting, Inc. is a trusted network and business consulting firm based in South Bend, Indiana. With nearly 20 years of experience, we proudly serve the Mishawaka, Elkhart, and South Bend areas, offering comprehensive services in network management, computer forensics, custom programming  [... view Keilman Business Consulting profile ]
    Location
    South Bend, Indiana
    Number of Employees
    Under 49
  • IT Excellence

    Silverado Technologies is a locally-owned, woman-owned IT consulting firm with over 20 years of experience supporting Arizona businesses. Silverado has been awarded by the Better Business Bureau and Microsoft for our dedication to high-quality customer service.  [... view Silverado Technologies profile ]
    Location
    Tucson, Arizona
    Number of Employees
    Under 49
  • Experience Excellence.

    Experience Excellence.

    Whether you need an outsourced IT department, a SWAT team for IT projects that require specific skills, or a Virtual CIO to provide a roadmap and/or oversight, Nextrio is the most cost-effective way to manage the large and small technology tasks that keep business owners working on their business - not in it.  [... view Nextrio profile ]
    Location
    Tucson, Arizona
    Number of Employees
    Under 49
  • Secure and Scalable IT Services

    Secure and Scalable IT Services

    CyOps specializes in IT services, providing businesses with cutting-edge technology solutions to enhance security, efficiency, and scalability. The agency offers a full suite of IT services, including cybersecurity, cloud computing, and infrastructure management. With a focus on innovation and reliability  [... view CyOps IT profile ]
    Location
    Fort Wayne, Indiana
    Number of Employees
    Under 49
  • Empowering Businesses with Smart IT Solutions.

    Empowering Businesses with Smart IT Solutions.

    SSG Technologies is a software development and IT consulting firm specializing in customized solutions in the field of healthcare, manufacturing, insurance, supply chain, and energy sectors. Our approach to design and development is rooted in a fundamental belief that systems succeed or fail based on how well  [... view SSG Technologies profile ]
    Location
    Louisville, Kentucky
    Number of Employees
    50 - 99
  • Helping Businesses Through Efficient Technology

    Helping Businesses Through Efficient Technology

    Lieberman Technologies, we help businesses through the efficient use of technology. We provide software and web development, IT consulting services, web design, and hosting, and App development.  [... view Lieberman Technologies profile ]
    Location
    Evansville, Indiana
    Number of Employees
    Under 49
  • Value-Driven IT Services

    Value-Driven IT Services

    Kollasoft offers IT services, to meet the standalone or collaborative application development requirement of local and global businesses.  [... view Kolla Soft profile ]
    Location
    Scottsdale, Arizona
    Number of Employees
    Under 49
  • Thriving in a digital-first world takes Insight.

    Thriving in a digital-first world takes Insight.

    Insight Enterprises with deep expertise and end-to-end capabilities, is here to help you prepare for whats next.Insight Enterprises, Inc. is helping organizations accelerate their digital journey to modernize their business and maximize the value of technology.  [... view Insight Enterprises profile ]
    Location
    Chandler, Arizona
    Number of Employees
    1000 & Up
  • Award-winning IT and cybersecurity services.

    Award-winning IT and cybersecurity services.

    Corsica Technologies is constantly regarded as one of the best managed IT and cybersecurity providers. Additionally, Corsica Technologies assists businesses in using technology as a means of gaining a competitive edge in their company operations. Your IT strategy will be more cohesive as a result of our  [... view Corsica Technologies profile ]
    Location
    Fort Wayne, Indiana
    Number of Employees
    100 - 249
  • Clarivate is a leading global information services provider.

    Clarivate is a leading global information services provider.

    Scientific and academic research, patent analytics and regulatory standards, pharmaceutical and biotech intelligence, trademark protection, domain brand protection, intellectual property management., Life science research, Patent analytics, Regulatory Standards, Technology.  [... view Clarivate profile ]
    Location
    Tempe, Arizona
    Number of Employees
    1000 & Up
  • A data-driven future awaits

    A data-driven future awaits

    Contata Solutions is an esteemed frontrunner in the realm of technology and digital innovation. Our expertise encompasses a wide range of areas, including data engineering, data analytics, machine learning, marketing automation and app development. We provide solutions that effectively tackle complex problems  [... view Contata Solutions profile ]
    Location
    St. Paul, Minnesota
    Number of Employees
    500 - 999
    Average Hourly Rate
    $49/hr
    Minimal Budget
    $50,000 & Up
  • We make legacy patient, employee, and business records accessible, usable, secure, and compliant.

    We make legacy patient, employee, and business records accessible, usable, secure, and compliant.

    For healthcare organisations, Harmony Healthcare IT is a data management company that transports and saves patient, employee, and business records. Vital information is stored and managed in a way that maintains it accessible, releasable, useable, interoperable, secure, and compliant to better healthcare  [... view Harmony Healthcare IT profile ]
    Location
    South Bend, Indiana
    Number of Employees
    100 - 249
  • Empowering Business Potential With Innovative Solutions

    Empowering Business Potential With Innovative Solutions

    For Enterprise, Expertise, Excellence, and Execution - FE defines success.Revolutionize your business with FindErnest. Leverage our global insights and custom strategies for enhanced growth and performance through innovation. Our solutions, including Technology Consulting, AI & Cybersecurity, and Cloud  [... view FindErnest profile ]
    Location
    London, United Kingdom
    Number of Employees
    Under 49
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
  • Trusted Salesforce® Summit Consulting Partner

    Trusted Salesforce® Summit Consulting Partner

    We specialize in Managed Services, Lightning Migration, Sales Cloud, Service Cloud, Marketing Cloud, Experience Cloud, and Einstein AI, delivering innovative solutions for businesses of all sizes from small, medium enterprises to Fortune 500 companies.  [... view TechForce Services profile ]
    Location
    Sydney, Australia
    Number of Employees
    100 - 249
    Average Hourly Rate
    $49/hr
    Minimal Budget
    $25,000 - $50,000
  • Virtual Assistant Services for Busy Entrepreneurs

    Virtual Assistant Services for Busy Entrepreneurs

    Startup & SME-Friendly Virtual Assistant Services - BidBat  [... view Bidbat profile ]
    Location
    London, United Kingdom
    Number of Employees
    500 - 999
    Average Hourly Rate
    $10/hr
    Minimal Budget
    $1,000 - $10,000
  • AI | ML | Cloud | Digital Transformation | Innovation & Strategic Growth | Mobile Apps

    AI | ML | Cloud | Digital Transformation | Innovation & Strategic Growth | Mobile Apps

    Our goal is to maintain work ethics throughout the project's duration in addition to technical excellence and on-time project completion.  [... see all O16 Labs reviews ]
    Location
    Karachi, Pakistan
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    5 Projects Listed
  • STS Software GmbH - Leading Software Development Company in Switzerland

    STS Software GmbH - Leading Software Development Company in Switzerland

    As an Olten-based business, STS Software GmbH boasts a strong force of software engineers. With this fortification, the STS Software GmbH team has reached a large number of prominent Swiss businesses as strategic partners, contributing to our already formidable industry standing.  [... view STS Software GmbH profile ]
    Location
    Olten, Switzerland
    Number of Employees
    100 - 249
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    1 Project Listed
  • We are a software design & development company.

    We are a software design & development company.

    We solve problems through purpose-built apps, websites, and platforms. We're experienced in UI/UX design, website development, desktop and mobile app development, APIs, generative AI solutions, and cloud services. Our UI design and software development experts work with your team to achieve your business  [... view Fynydd LLC profile ]
    Location
    King of Prussia, Pennsylvania
    Number of Employees
    Under 49
    Average Hourly Rate
    $135/hr
    Minimal Budget
    $10,000 - $25,000
  • Drive To Future

    Drive To Future

    Code Surge is one of the most trusted web development companies in Sri Lanka with more than 8+ years of experience.  [... view Code Surge profile ]
    Location
    Colombo, Sri Lanka
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
  • Tailored IT Support

    Tailored IT Support

    Driving customer and employee loyalty with connected digital workflows. Digital workflows are the building blocks for modern customer and employee experiences.  [... view CLIFYX profile ]
    Location
    South Plainfield, New Jersey
    Number of Employees
    500 - 999
  • Your Technology Partner

    Your Technology Partner

    ONE BCG is a global software consulting firm with over 22 years of experience solving complex problems with technology and delivering innovative solutions. We work together with the brightest minds to deliver comprehensive and scalable solutions focusing on user experience and technical excellence.  [... view ONE BCG profile ]
    Location
    Scottsdale, Arizona
    Number of Employees
    100 - 249
  • High-quality, cost-effective, full lifecycle solutions to complex software development projects.

    High-quality, cost-effective, full lifecycle solutions to complex software development projects.

    Offering IT, Software, and Chatbot Solutions. Macrosoft's professional development teams address the complete development lifecycle - from business process engineering and architecture design to system hosting and maintenance. Macrosoft maintains a leading edge in software technology allowing them to design  [... view Macrosoft profile ]
    Location
    Parsippany-Troy Hills, New Jersey
    Number of Employees
    500 - 999
  • Enterprise Content Management Experts

    Enterprise Content Management Experts

    GMPS is an information technology corporation that specializes in Enterprise Content Management (ECM) and the utilization of technology to accelerate processes and reduce expenses in the process of applying GMP standards in businesses. Our solutions are implemented on industry-leading content management  [... view Good Manufacturing Practice Solutions profile ]
    Location
    Las Condes, Chile
    Number of Employees
    Under 49
    Average Hourly Rate
    $98/hr
    Minimal Budget
    $1,000 - $10,000
  • Microsoft DevOps Silver Partner Partnership Matters The Most .

    Microsoft DevOps Silver Partner Partnership Matters The Most .

    Our aim is to provide Cost-effective solutions with Scalable success and be a Long-term technology partner.  [... view Fortira profile ]
    Location
    Princeton, New Jersey
    Number of Employees
    500 - 999

5 Frequently Asked Questions About System Integrator Companies

Who needs system integrator company services?

Any business that uses multiple software systems and needs them to work together needs a system integrator. When systems are disconnected, data duplicates, processes slow down, and errors increase. 

Typical use cases: 

  • Mid-size and enterprise companies that have multiple tools (ERP, CRM, HR, finance) that must share data 
  • Companies running legacy systems with outdated software that does not connect easily with modern tools 
  • Fast-growing businesses that are adding new tools quickly and losing control over data and workflows 
  • eCommerce and retail companies that need to sync orders, inventory, payments, and customer data in real time 
  • Manufacturing and logistics companies that require tight coordination between supply chain, inventory, and operations systems 
  • Finance and healthcare organizations that handle sensitive data and need secure, compliant integrations 
  • Companies undergoing digital transformation that move to cloud systems, automation, or new platforms 

Clear signal you need an integrator: 

  • Data is entered manually into multiple systems 
  • Reports do not match across tools 
  • Teams rely on spreadsheets to “connect” systems 
  • Processes break when one system changes 
  • Scaling creates more errors instead of efficiency 

At that point, integration is no longer optional. 

How much do system integrator companies charge for their services?

System integrator services typically cost $15,000 to $1,500,000+, depending on how complex your systems are and how many platforms need to be connected. 

Here is how pricing usually breaks down: 

  • Simple integrations (2 systems): $15,000 to $75,000 
  • Mid-level integrations (3–5 systems): $75,000 to $300,000 
  • Enterprise-wide integrations (5+ systems): $300,000 to $1,500,000+ 

Cost also follows a clear structure across the project: 

  • Planning and architecture: 10 to 20% of the total cost 
  • Development and setup: 50 to 70% of the total cost 
  • Testing and QA: 15 to 25% of total cost 
  • Training and rollout: 5 to 15% of total cost 

There are ongoing costs that most companies ignore at the start. After launch, expect: 

  • Support and maintenance: 15 to 25% of the initial cost per year 
  • Cloud, tools, and licenses: Ongoing monthly or annual fees 
  • API and data usage costs: Depends on volume 

Costs increase fast when systems are outdated, data is messy, or real-time processing is required. Legacy systems alone can add 20-50% to cost, and most companies should plan an extra 20-30% buffer for unexpected issues. 

What is a typical timeline for system integration projects?

Most system integration service providers require from 3 to 18 months for their projects, depending on the number of systems, data complexity, and business size. 

Here is how timelines usually break down: 

  • Small to mid-size projects: 3 to 9 months
  • Large enterprise projects: 6 to 18 months 
  • Simple integrations (2 systems): 6 to 12 weeks 
  • Complex integrations (multiple systems): 9 to 18+ months 

How system integration companies execute the project also affects speed: 

  • Phased rollout: 4 to 12 months, lower risk, more stable 
  • Big bang (all at once): 3 to 6 months, faster but higher risk 

Several factors directly impact the timeline: 

  • Data cleanup and migration can take 15 to 20% of the total time 
  • Custom features add 3 to 6+ months 
  • Legacy systems slow everything down 
  • Testing and go-live add 1 to 2 months if done properly 

Delays are common. Around 43% come from technical issues, and 40% from changing scope during the project. 

How much downtime does system integration require?

Most system integrations require little to no downtime if planned correctly, but in practice, expect a few hours to a few days of disruption during final switchovers. 

Downtime depends on how the company executes the project: 

  • Parallel integration (best case): Near-zero downtime 
    The new system runs alongside the old one, and then the switch happens quickly 
  • Phased integration: A few hours at a time 
    Work is done in small parts during planned maintenance windows 
  • Full cutover (big bang): Hours to several days 
    The entire system is replaced at once, with the highest risk of disruption 

Several factors increase downtime risk: 

  • Legacy systems: Harder to connect, more failures 
  • Poor planning: No fallback or rollback options 
  • High system dependency: If one system fails, others stop 
  • No testing environment: Issues appear during live use 

Strong teams reduce downtime by using backups, testing in advance, and scheduling work during low-activity periods. In well-managed projects, operations continue with minimal interruption. 

What kind of support do system integrator companies provide after the project is finished?

System integration service providers do not stop at launch. They provide ongoing support to keep systems stable, secure, and working as expected. Without this, integrations break over time as systems update or data grows. 

Post-project support usually includes: 

  • Fixing errors, broken connections, or data sync issues that appear after launch 
  • Tracking system health, fixing slow processes, and improving speed as data volume grows 
  • Adjusting integrations when connected platforms change or update 
  • Patching vulnerabilities and maintaining data protection standards 
  • Helping internal teams resolve issues and answering day-to-day questions 
  • Adding new features, connecting new systems, or expanding integrations as the business grows 
  • Providing guides and training so teams can use and manage the system properly 

Most companies charge ongoing support as 15–25% of the initial project cost per year. Without this support, systems degrade, errors increase, and internal teams take on hidden maintenance work. 

About The Author and Expert Reviewer

Selina Garcia has authored 500+ articles and edited 50+ published books in economics, law, and history. Her unique blend of experiences allows her to approach content creation from a well-rounded perspective. Currently, Selina applies her expertise to producing insightful articles on IT, software, and applications for DesignRush.

Former Development Director

Sergio is a technology leader with over six years of experience managing global teams and delivering projects across fintech, sportstech, and B2B platforms. At DesignRush, he drove product growth and development execution, building tools that speed up processes by 95% and cut costs by 35% while maintaining full uptime.