Top 50+ Machine Learning companies

We are a team of expert algorithm developers, specializing in computer vision and deep learning. Our clients come from a wide range of sectors, including medical imaging, homeland security, satellite and aerial imaging, consumer and industrial inspection and more. Our algorithm expertise include registration, object detection, video tracking, segmentation and classification, 3D reconstruction, machine learning and neural networks. We can provide your product as an independent application or embedded software in your chosen format, including Matlab, C++, C# and Java. Our engagement format is simple and fast, and you can get the benefit of more than one brain thinking of the best solution for your product.

inBots is a creative AI technology startup that builds chatbot solutions and artificial conversational entities for all use cases like Collaborative Commerce, Customer Service, Content & Research and Enterprise. Our chatbots lies on all messaging platforms from enterprise messaging platforms like Slack, Google Hangout Chat and Facebook workplace to consumer messaging platforms like Facebook Messenger, WeChat and Kik.

Our History Since its founding as a modest design studio in 2012, iGFX has grown into a full-service agency driven by a team of world-class creatives, Programmers and producers. Led by Founder and CEO, Andrew Dean. iGFX has helped some of the most interesting brands with a winning marketing solutions and user experiences. Our mission is simple: consistently delivering ideas and work that matters and exceeds client expectations. Everything we do, we do in an open, transparent and collaborative environment. Our Services and Capabilities We love crafting beautiful, smart and inspired work that is focused on a business' goals and their customers. We do this across multiple touch points to help organizations achieve their goals. ✔️ STRATEGY •Discovery & Research • User Experience • Brand Strategy & Architecture • Authority Positioning Strategy • Content Strategy • Marketing Campaigns Strategy • SEO Campaigns Strategy ✔️ BRANDING & DESIGN • Brand Development & Rebranding • Logo & ID Systems • Brand Style Guides • Messaging • Collateral, Print & Packaging • Environmental Design • Iconography ✔️ DIGITAL DEVELOPMENT • Website Design & Development • UX/UI • Information Architecture • Wireframing • Prototypes • Custom Content Management Systems • iOS Applications • Web Applications • Android Applications • Ai & Blockchain Technology ✔️ CONTENT PRODUCTION • Script Development • Copywriting • Storyboarding • Illustration • Animation • Motion Graphics • Explainer Videos • Live-action Production • Post Production & VFX Our Process: Our process gathers existing programs and initiatives, stakeholder input, customer research, and industry trends into a highly engaging and interactive meeting. We run collaborative work sessions led by a facilitator to gain deep understanding of your brand. This approach accelerates the strategic process in general, and builds consensus throughout the entire engagement. Together, using a fast paced, user centric, and facilitated frame work, we define and prioritize user needs, create desire user journeys, define the brand, surface actionable insights, make strategic recommendations and produce tangible results that can be deployed within your organization. ALIGN STRATEGY + MESSAGING + DESIGN = DELIGHT

🚀 Elevate Your Business with Capecom: Your Trusted IT Solutions Partner 🚀 Are you in search of top-tier IT solutions and digital services? Your quest ends here! Capecom, a UK-registered limited Company with operations spanning the UK, India, and beyond, is your dedicated team of experts, poised to bring your vision to life. About Capecom: Capecom stands as a beacon of innovation in the digital landscape. We provide a phenomenal customer experience with our industry-leading software product development services. Our journey encompasses comprehensive services, from market research and business analysis to cutting-edge design and development. What Sets Us Apart: 🌐 Expertise: Our team boasts years of experience and skill in web development, software design, and IT consulting. We're well-versed in an array of technologies, including Python, Java, PHP, HTML/CSS, and more. 📊 Tailored Solutions: Recognizing the uniqueness of each business, we tailor bespoke IT solutions to meet your specific requirements. Whether you need web development, mobile apps, or IT consulting, we've got you covered. 🔐 Security First: Cybersecurity is our top priority. We implement rigorous security measures to safeguard your digital assets and ensure your peace of mind. 🚀 Cutting-Edge Technologies: We stay at the forefront of technological advancements, consistently adopting the latest tools and trends to give your project the cutting edge. 🤝 Client-Centric Approach: We take pride in nurturing strong, transparent relationships with our clients. Your success is our success. Main Area of Expertise: ✨ Web Development ✨ Mobile App Development ✨ IT Consulting ✨ Software Design ✨ Cybersecurity Services Offered: 🌐 Web Development: We specialize in creating stunning, high-performing websites that boost your online presence. From e-commerce platforms to corporate websites, we've got the right solution for you. 📱 Mobile App Development: Our mobile app development services bring your business to the fingertips of your customers, with options available for both Android and iOS platforms. 💼 IT Consulting: Our experts provide strategic IT consulting, enabling you to make informed decisions for your technology infrastructure. 🔐 Cybersecurity: Safeguarding your digital assets is our top priority. Our robust security measures guarantee the protection of your data from cyber threats. Accomplishments: 🏆 We've successfully delivered over 100 web development projects, earning us a solid reputation in the field. 📈 Through our web development expertise, we've boosted online sales for e-commerce clients by an impressive 30%. 🔒 Our cybersecurity solutions have consistently maintained 100% data security for all our clients, ensuring their valuable information remains secure. Ready to embark on a transformative journey? Contact us today to explore how Capecom can empower your business and drive it to new heights. Your success is our commitment! 🚀💡🌐🤝

We’re a full-service software development firm with 4 locations spread around the globe. Over 10 years, our award-winning team of 400+ software engineers, SQA professionals, UI/UX designers, and Agile project managers has built and maintained enterprise-grade software that matters in industries as diverse as education, healthcare, retail, and travel. What sets us apart: Since 2007, our technology partners have depended on us to develop, expand, and sustain the technologies they need to fulfill their mission. - Dedicated teams to work on your projects - Lasting relationships with clients -- as long as a decade - Client portfolio: Institutionally funded startups to Fortune 500 companies - Skilled and professionally trained teams with excellent communication skills - Expertise in modern technologies and frameworks Our Services: - Web App development - Mobile App development - QA & Testing - Data Services - AR Development - 3D Applications - DevOps Our clients include global leaders such as edX, Indeed, Amazon, Kayak, McDonald's, Stanford, and Microsoft. We help support emerging leaders and disruptive technologies which aim to revolutionize the way we all live and work. Software we’ve created and maintain empowers our clients to serve over 300 million users and counting. That’s a little over 30 million people for every year we’ve been around. What our clients say: “I have managed remote teams now for over ten years, and our early work with Arbisoft is the best experience I’ve had.” -- Paul English, Co-founder, KAYAK “The app has generated significant revenue and received industry awards, which is attributed to Arbisoft’s work. Team members are proactive, collaborative, and responsive.” Silvan Rath, CEO, predict.io “I couldn't be more pleased with the Arbisoft team. Their engineering product is top notch, as is their client relations and account management. From the beginning, they felt like members of our own team—true partners rather than vendors.”-- Connor Diemand-Yauman, CEO, Philanthropy University "They delivered a high-quality product and their customer service was excellent." -- Alice Danon, Project Coordinator (World Bank) "Arbisoft is an integral part of our team and we probably wouldn't be here today without them. Some of their team has worked with us for 5-8 years and we've built a trusted business relationship. We share success together." -- Jake Peters, CEO & Co-Founder (PayPerks) “Our demands for world class quality have always been met.” -- Dr. Paul Brown, Consulting Associate Professor (Stanford University School of Medicine) Learn more about what our clients have to say: clutch.co/profile/arbisoft When you work with Arbisoft, you work with a carefully selected team that knows the value of lasting relationships and can combine focused detail-oriented action with long-term strategic thinking. We're the perfect technology partner for rapidly growing organizations ready to make an impact.

Threeways is a technology company driven by the essence of putting users first when engineering our products and services. We follow a process, crafted and designed by a multi-disciplinary team coming from User Experience, Software Engineering, Product Management and User Interface Design. Over the years, Threeways has created a reputation for building brands, mobile apps and backends systems that are scalable. At the core of Threeways is its team, that has a proven track record with some of the team members being recognized as thought leaders in the technology space in Sub-Saharan Africa. Our process is simple; We Engage you, Craft a solution and endeavour to Delight you.

We are an interactive business with a focus on analytics and software development. Our consultants know how to deliver quality applications from miles away. Contact us today to tell us more about your project!

We are young dynamic passionate group of Software professionals, with skillsets spanning from Front End Development to complex engineering solutions. We have been in the market for around 5 years now and we have got portfolio of really challenging complex engineering engagements. We have worked with clients from Oil and Gas, Banking , Healthcare and Startup Product companies. Located in Silicon Valley of India , Bangalore, we look forward for serious enquiries in software development. We have served clients from the US, Nordic Region and the UK, and West Africa... We look forward for delivering complex and challenging projects with long term association with the clients.. Project Management @ mDrift Any project at mDrift is executed in an Agile Project Management methodology to facilitate better flexibility & faster go to market. Potential Partners will have the following advantages by running the project on an agile methodology over traditional project management: 1. Faster go to market: Entire product can be divided into multiple iterations with features split accordingly. Features will be ranked by their importance and time estimated for development. 2. Greater flexibility: The scope of an already planned iteration can be altered with relative ease if the market conditions or the requirements of the client alter. 3. Better understanding: Potential Partners will have a better understanding of the stages of development as iterations will be planned feature & module wise. Potential Partners will not have to wait until the last moment to see the developed product. At mDrift we use the in-house developed tool ‘Project Alfred’ showcased earlier in the document to map out the deliverables and schedule the work. Potential Partners will have full access to this software to understand the stage of development ensuring full transparency. Development Methodology: Entire product will be split into multiple iterations after discussion with the client to achieve the best go to market strategy. Each iteration will contain the following elements: • Deliverables scheduled: Deliverables will be scheduled and split into weekly iterations. After each iteration, project meeting is conducted to review the completed iteration and plan any adjustments necessary for future iterations. Changes required to backlogs are planned and accommodated into upcoming iterations at this stage. • Code Review: Code review is conducted as part of every iteration run. Code is reviewed by senior resources and also peer reviewed to ensure quality • Testing: Unit Testing & Integration Testing is planned and conducted as part of the weekly iteration. System Testing, NonFunctional testing, Security Testing & Regression Testing are done after complete development of the product. • Client Demo: Client demo will be planned and conducted based on deliverables completed for analysis by the client. All the parameters of the project will be available to Potential Partners in real time. Code & project documentation will be developed along-with the product development itself To know more about our team and our projects, please visit, www.mdrift.com

MTW Labs is a Technology Consulting and Product Innovation company helping Enterprises create Engaging Digital Experiences by leveraging the power of Artificial Intelligence and Data Science. We are currently a team of 30 Programmers. Skills - ----- Data Science - Data Visualisation, Predictive Analytics, Conversation AI & Bots, Computer Vision, NLP, ML & DL. Frameworks: Tableau, Qliq, Power BI, Dialogflow, Python, R, Scala, TensorFlow, Theano, Keras, Caffe, Spacy, OpenCV, Cassandra, Mongo DB, Hadoop, IBM Watson, Google Cloud Platform & Amazon Machine Learning. ----- Product Innovation - UX Engineering & Product Development. Frameworks: NodeJS, AngularJS, Mongo DB & Amazon Web Services ----- DevOps - AWS Implementation, Cloud Migration, Microservices, Dockerising Applications, CI/CD Implementations & Configuration Management. Frameworks: GitHub, Docker, AWS CodePipeline, AWS CodeCommit, Chef, Bitbucket Pipeline, Amazon ECS, AWS Lambda, Jenkins, Puppet Labs, Kubernetes & Serverless. ----- We are an Agile company and we use JIRA for the Project Management and we prefer working on Time & Material Projects.

Versatile and analytic professional helping businesses address their technology, organizational, and strategic requirements. Passionate about building innovative, impactful products. Services: architecture, development, automation, product/project management, data engineering Skills: Software & systems engineering, Business development, Digital strategy, Agile project management, Product management, Market research, Data analysis, Web-scale growth Languages: Java/Kotlin, JavaScript, Python, SQL Tools: Shell, Git, Docker, Ansible, Puppet, Terraform, Jenkins, ELK, JIRA, Tableau, Excel Platforms: Kubernetes/OpenShift, AWS, Google Cloud, VMWare, Windows Server

Software developer that loves create products or help to do it, with experience programming in computer vision, artificial intelligence, data science, robotics, backend, design and creation of digital platforms. Good research skills.

--- Description --- We are an agency consisted of Mathematicians, Physicists and Engineers. We really enjoy solving thought provoking problems, writing detailed reports that accompany our findings and the software solutions produced. Finally, we believe that communicating everything accurately and in layman's terms with our clients is the only way to go. If you're not satisfied with our end product, you get a full refund. --- Philosophy: --- "Mathematics is a part of physics. Physics is an experimental science, a part of natural science. Mathematics is the part of physics where experiments are cheap.", V. I. Arnold --- Name --- DCA stands for DCA Consulting Agency. We love recursion. --- Services Provided --- (1)--- Machine Learning and Artificial Intelligence solutions with: - Python (scikit-learn, pandas, matplotlib, Jupyter notebooks) - R (xts, tseries, TTR, randomForest, nnet, e1071, kernlab, earth, PerformanceAnalytics, Rstudio, Rstudio server, IRkernel + Jupyter notebooks, Rmd + knitr + github.io pages) (2)--- Scientific Computing solutions with: - Python (Numpy, Scipy, Matplotlib) - C - C++11 - Fortran 77-95 --- Classes of problems/projects we're interested in: --- - Statistical calculations, data analytics and visualization - Machine learning (supervised, unsupervised, semi-supervised) - Numerical optimization problems (constrained, unconstrained, global/interval analysis) - Numerical mathematics (nonlinear equations, integrals, splines, interpolation, extrapolation, numerical linear algebra, ODEs, common PDEs) - Tutoring Python, C++ for scientific computing, data analytics, data visualization.

We are a Data and AI consulting ageny formed by a team of tech consultants and Data Scientists coming from some of the best tech consulting firms and graduate schools in Asia. We help our clients to discover unvaluable insights from their data that can translate into better products and higher revenue. We also help them build the right solutions with the use of machine and deep learning. Our expertise in tech and consulting ensures that you will get the best solutions. We work closely with our clients to discover the pain points and possible areas to discover value in their organization and we help them build the technology using state-of-the-art AI models in different fields. Some of our solutions include: - Machine and Deep Learning - Computer Vision - Natural Language Processing - Forecasting - Market Basket Analysis - Fraud Detection

We are a Software Development Company based in Dar es salaam, Tanzania with over 5 years of experience in Software business industry. We have worked at both small Startups and Large Organizations. Our expertise is in Software Systems & Mobile Applications Development, APIs Designing & Development also building Scalable Backend Services. We create solutions with any of these technologies, Python, AWS Services, Java, Kotlin, React Native, Machine Learning, Data Analysis, Artificial Intelligence, Javascript, Django, NodeJS, ReactJS and VueJS.

❇️About Us: Gloify is a technology-driven digital transformation company. As a leading custom software development company, we have expertise in every Software Development need of our clients. We believe in quality work and are committed to delivering to our clients across the globe. With our User Experience, Complex Engineering, and Agile Engineering, we have successfully delivered the most effective product to our clients. ❇️Team Size: We have a team of 135+ dedicated tech engineers having expertise in multiple technologies. ❇️Domain Experience: We have been in the industry for over 6+ years and have delivered 150+ projects to our clients globally. We have a business entity office in the United States(USA), Canada, the United Kingdom(UK), and Bahrain. ❇️Industries We Serve: ➡️ Fintech ➡️ Edtech ➡️Agritech ➡️Healthtech ➡️Proptech ➡️Logistics ➡️Sports ➡️Supply-chain Management ➡️Social Networking Apps ➡️Sales CRM ➡️eCommerce/Retail ➡️Interior Design ❇️Our Services: ➡️ Web Development ➡️MobileApp Development ➡️Software Development ➡️Web Design ➡️DevOps Solution ➡️CMS Website Development(WordPress, Shopify, Magneto, Joomla,Drupal,Wix, Webflow) ➡️Software Testing ➡️Blockchain Development ➡️AI/ML Development ➡️IoT Application Development ➡️Game Development ➡️Digital Marketing (SEO, SMM, PPC) ❇️Tech Stacks We are Expertise: 🔶Frontend: HTML, Bootstrap, CSS, JavaScript, ES6, TypeScript, React, Vue JS, Angular, Next JS, Saas JS, Ember JS 🔶Backend: Ruby on Rails, Sinatra, Python, Django, Flask, Spring Boot, Spring, Hibernate, Node, Koa, Express, PHP, Code Ignitor, Laravel, Yii, Java, GoLang 🔶Mobile: iOS, Android, React Native, Flutter, ionic, Swift 🔶Software Testing: Appium, JMeter, Selenium, Katalon, Soap UI, Postman 🔶 DevOps: AWS, G-Cloud, Azure, Kubernetes, Docker, Jenkins 🔶Database: Mongo DB, Postgres, MySQL, Elastic, Cassandra, MS SQL 🔶Web Design: Marvel, Figma, Sketch, Balsamiq, Photoshop, Adobe XD 🔶Dev Management: GitLab. Bitbucket, GitHub 🔶Project Management: Slack, Teams, Jira 🔶Digital Marketing: Mailchimp, Hubspot, Google Analytics, Google Adwords, Google Optimize, Hootsuite, Meta, Ahref, Semrush, MOZ, Screamfrog. Why Choose Us: ✅We Give Commitment to Quality Service. ✅Our Approach is Solution-Oriented. ✅Our Experts have a Better Understanding of Every Business Requirement. ✅We Use Agile Methodologies for the Best Results. ✅We Utilize Top-Notch Technology to Drive Maximum Value for Our Clients. ✅Our Commitment never Exceeds the Deadline.

Hey there! I'm Ishmam, your friendly neighborhood Python aficionado with a knack for turning code into magic potions (minus the eye of newt, of course). With a wizard's wand in one hand and a cup of coffee in the other, I navigate the realms of machine learning and data science, brewing up solutions that dazzle and delight. Whether it's crafting elegant algorithms or taming wild datasets, I thrive on the challenge of bringing ideas to life with the power of Python. From scripting enchanting web applications to conjuring predictive models that rival crystal balls, I'm your go-to guru for all things Pythonic. With 3 years of sorcery—oops, I mean experience—under my belt, I've honed my skills to perfection and wield them with confidence. But just like any good magician, I'm always hungry for more knowledge and eager to push the boundaries of what's possible in the realm of code. So, whether you're a fellow Python enthusiast seeking a collaborator in crime or a daring client in need of a coding hero, look no further! Let's join forces and embark on a journey filled with laughter, learning, and a whole lot of Pythonic charm. Drop me a line, and let's make some magic happen!

TaashaTech Infosolutions Pvt. Ltd., based in India, stands as a prominent provider of comprehensive software outsourcing solutions. Our team consists of highly skilled and certified engineers, establishing us as a prominent name in the industry. Be it a groundbreaking startup idea or the transformation of your existing solution into a website or mobile app, our team of certified experts is dedicated to delivering an optimal solution within your budget and timeline. We prioritize 100% quality and customer satisfaction in every project. Areas of expertise available for hiring include: ------------------------------------------------------ ◾ Java, Spring Boot, Spring Security ◾ Microservices ◾ ReactJS, Angular, NodeJS ◾ Android, Flutter ◾ Android UI/UX ◾ Restful/GraphQL/REST Web-Service ◾ MongoDB ◾ MYSQL, PostgreSQL, NoSQL ◾ Scrum, Agile Methodologies, Jira ◾ Manual Testing, Automation Testing Sectors we have collaborated with include: --------------------------------------------------- ◾ Government Sector: Notable projects with the Government of India - Ministry of Rural Development (MoRD) ◾ Healthcare: We have designed software for hospital business and staffing management. ◾ International Clients: Extensive experience serving clients in Europe, Australia, Belgium, Morocco, and the USA. ◾ Fintech: We've developed a product capable of parsing financial documents, such as credit card statements, and presenting comprehensive data analytics insights. Key Differentiators: ----------------------- ◾ Embrace the efficiency and adaptability of Scrum methodologies to elevate software development processes. ◾ All teams adhere to Scrum methodologies and have undergone Scrum training. ◾ Developers are well-versed in cutting-edge technologies, ensuring our projects thrive in the dynamic landscape of innovation. ◾ Work collaboratively with our client ◾ Believe in long-term success ◾ Transparent ◾ Deliver on commitments ◾ Build Relationships and Maintain Trust ◾ Proactive in Work Planning ◾ Reliable Team of Competent Developers ◾ Technology neutral – ability to support most technology stacks ◾ Follow the Best Software Engineering Principles and Practices ◾ Continuous effort to Learn and Adapt latest technologies Opting for the correct choice involves selecting a team that gets it right the first time, eliminating the need for reposting your job to find someone to rectify it wisely. Rest assured, we guarantee the delivery of thoroughly tested and high-quality work, featuring high-performance, secure, reusable, and clean code. Thank you for exploring our UpWork Agency profile! We eagerly anticipate hearing from you. Best Regards, TaashaTech Team

𝐁𝐫𝐚𝐢𝐧𝐢𝐮𝐦 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 is led by Tausif A., a Top Rated Full Stack Developer with over 15 years of experience. We partner with startups, agencies, and enterprises to turn ideas into robust digital products that scale, perform, and delight users. 𝐖𝐡𝐚𝐭 𝐖𝐞 𝐎𝐟𝐟𝐞𝐫 - 𝗪𝗲𝗯 & 𝗦𝗮𝗮𝗦 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 Crafting responsive, maintainable web applications using modern frameworks. - 𝗠𝗼𝗯𝗶𝗹𝗲 𝗔𝗽𝗽𝘀 Cross-platform and native solutions designed for seamless user experiences. - 𝗖𝗹𝗼𝘂𝗱 & 𝗗𝗲𝘃𝗢𝗽𝘀 AWS-based infrastructure, containerization, CI/CD pipelines, and ongoing operations. - 𝗔𝗣𝗜 & 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻𝘀 Secure REST/GraphQL services, payment gateways, CRM and third-party tool integrations. - 𝗔𝗜/𝗠𝗟 𝗘𝗻𝗵𝗮𝗻𝗰𝗲𝗺𝗲𝗻𝘁𝘀 Chatbots, recommendation engines, and data-driven automation to boost engagement. 𝐎𝐮𝐫 𝐀𝐩𝐩𝐫𝐨𝐚𝐜𝐡 - 𝗗𝗶𝘀𝗰𝗼𝘃𝗲𝗿𝘆 & 𝗣𝗹𝗮𝗻𝗻𝗶𝗻𝗴 We begin by aligning on goals, KPIs, and timelines through collaborative workshops. - 𝗗𝗲𝘀𝗶𝗴𝗻 & 𝗣𝗿𝗼𝘁𝗼𝘁𝘆𝗽𝗶𝗻𝗴 Wireframes and mockups guide rapid feedback and ensure the right UX before development. - 𝗔𝗴𝗶𝗹𝗲 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 Short sprints with continuous integration guarantee transparency and steady progress. - 𝗤𝘂𝗮𝗹𝗶𝘁𝘆 & 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 Automated testing, security audits, and a smooth rollout ensure reliability from day one. - 𝗦𝘂𝗽𝗽𝗼𝗿𝘁 & 𝗚𝗿𝗼𝘄𝘁𝗵 Post-launch monitoring, maintenance, and feature expansion keep your product evolving. 𝐖𝐡𝐲 𝐂𝐡𝐨𝐨𝐬𝐞 𝐁𝐫𝐚𝐢𝐧𝐢𝐮𝐦 - 𝗣𝗿𝗼𝘃𝗲𝗻 𝗘𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲: 100% Job Success and repeat clients on Upwork - 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀-𝗙𝗶𝗿𝘀𝘁 𝗠𝗶𝗻𝗱𝘀𝗲𝘁: Solutions built around your objectives and ROI - 𝗧𝗿𝗮𝗻𝘀𝗽𝗮𝗿𝗲𝗻𝘁 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗶𝗼𝗻: Regular updates, demos, and open collaboration - 𝗟𝗼𝗻𝗴-𝗧𝗲𝗿𝗺 𝗣𝗮𝗿𝘁𝗻𝗲𝗿𝘀𝗵𝗶𝗽: Flexible engagement models to support your roadmap 𝐿𝑒𝑡’𝑠 𝑐𝑜𝑙𝑙𝑎𝑏𝑜𝑟𝑎𝑡𝑒 𝑡𝑜 𝑏𝑢𝑖𝑙𝑑 𝑡ℎ𝑒 𝑛𝑒𝑥𝑡 𝑔𝑒𝑛𝑒𝑟𝑎𝑡𝑖𝑜𝑛 𝑜𝑓 𝑑𝑖𝑔𝑖𝑡𝑎𝑙 𝑠𝑜𝑙𝑢𝑡𝑖𝑜𝑛𝑠 𝑓𝑜𝑟 𝑦𝑜𝑢𝑟 𝑏𝑢𝑠𝑖𝑛𝑒𝑠𝑠.