News/Case Studies
Lessons from Georgias, the company that deployed AI agents to 16,000 SMBs
Ecommerce customer service platform Gorgias has deployed AI agents to over 16,000 small and medium-sized businesses, achieving automation rates of up to 30% while revealing key insights about effective AI implementation. Key implementation insights: The deployment process highlighted that smaller, specialized AI models often outperform larger, more general ones in customer service applications. Customer trust proved fragile, with users rarely giving AI systems a second chance after experiencing significant errors Non-technical staff with customer service backgrounds demonstrated superior prompt engineering capabilities compared to technical experts Automated quality assurance systems using AI to evaluate other AI systems showed unexpected effectiveness in...
read Feb 5, 2025How a small Philadelphia consulting firm went from open-source data tool to unicorn
The startup story: Dbt Labs transformed from a small Philadelphia consulting firm into a billion-dollar enterprise software company by developing an innovative data analytics tool. Founded by Tristan Handy nearly a decade ago, the company originated as Fishtown Analytics, a consultancy helping businesses maximize cloud-based data tools The company's core product, Dbt Core (data built tool), began as an internal tool to streamline data cleaning and conversion processes After open-sourcing Dbt Core in 2020, the company rebranded as Dbt Labs and pivoted to a software-focused business model Current business performance: Dbt Labs has achieved significant growth milestones, demonstrating strong market...
read Feb 4, 2025Red Hat’s approach to open-source AI favors pragmatism over utopian dreams
Red Hat advocates for a balanced, practical approach to open-source AI that acknowledges both the opportunities and limitations of applying traditional open-source principles to artificial intelligence systems. Key context: Red Hat, a leading enterprise open-source software company, is tackling the complex challenge of defining and implementing open-source principles in artificial intelligence development. The company acknowledges significant ambiguity around what "open-source AI" actually means, particularly given the unique characteristics of AI systems compared to traditional software Traditional open-source concepts face new challenges when applied to AI systems, where the definition of "source code" becomes less clear Red Hat has taken a...
read Feb 3, 2025How Anthropic and Thomson Reuters created an AI tool that lawyers actually trust
Thomson Reuters partnered with Anthropic to integrate Claude AI technology across its professional tools for lawyers and tax professionals, representing a significant deployment of AI in the legal sector. Core development details: Thomson Reuters created CoCounsel, an AI platform running on Amazon's cloud infrastructure that connects to their extensive professional knowledge base. The platform utilizes retrieval-augmented generation (RAG) architecture to link Claude AI with content from over 3,000 subject matter experts The system draws upon 150 years of professional publications to inform its operations Amazon Bedrock provides the secure cloud infrastructure, ensuring protection of sensitive client data Technical implementation: Thomson...
read Jan 20, 2025Popl is leveraging AI and Zapier integration to scale their operations and modernize business card exchange
Digital networking company Popl is leveraging Zapier and AI to scale their operations and modernize business card exchange, moving away from traditional paper cards to digital solutions. The challenge and solution: Popl needed to scale their digital business card and lead capture solutions while maintaining service quality and managing growing demand. The company faced challenges with disjointed systems and manual processes that were becoming bottlenecks to growth They implemented Zapier automation and AI solutions to streamline operations and improve efficiency Starting with basic Shopify email notifications, Popl has expanded to over 100 automated workflows Operational transformation: Zapier has become central...
read Jan 16, 2025These companies are seeing big returns from implementing AI agents — here’s how
Salesforce's AI agents are transforming customer service and sales operations at Baca Systems and ezCater, dramatically reducing response times and improving operational efficiency. The transformation at Baca Systems: Michigan-based robotics manufacturer Baca Systems has implemented Salesforce's Agentforce AI system, reducing customer service response times from 5-7 minutes to just 5-10 seconds. The AI system assists human representatives by quickly searching databases for relevant information about hardware-related customer inquiries The system supports preventative maintenance by identifying patterns in equipment issues AI agents serve as initial sales development representatives, managing lead outreach and qualifying prospects before human intervention ezCater's AI implementation: The...
read Jan 3, 2025HBR: AI is transforming supply chain management, shifting from intuition-driven to autonomous optimization
Generative AI and large language models are transforming supply chain management by automating complex decision-making processes and reducing analysis time from days to minutes. The evolution of supply chain management: Supply chain optimization has progressed from intuition-based decisions to data-driven methods over recent decades, resulting in improved efficiency and reduced costs. Traditional supply chain management relied heavily on human experience and intuition for decision-making Information technology advances have enabled more automated, data-driven approaches These improvements have led to measurable gains in efficiency and customer service quality Current challenges: Despite technological advances, supply chain planners and executives still face significant hurdles...
read Dec 25, 2024How GE Healthcare used AWS to build an AI model for MRI scans
GE Healthcare has developed the first full-body three-dimensional MRI foundation model, marking a significant advance in medical imaging AI technology. Key innovation; The new AI model processes complete 3D body scans, moving beyond the traditional two-dimensional approach that has limited medical imaging analysis. Built from scratch on AWS infrastructure, the model incorporates over 173,000 images from more than 19,000 medical studies The system achieves training efficiency by requiring 80% less computing power than comparable models Mass General Brigham has been selected as an early research partner to test the technology's capabilities Technical capabilities; The foundation model demonstrates advanced multimodal functionality...
read Dec 23, 2024How Shell is harnessing AI to produce cleaner energy
The energy industry is experiencing a significant transformation as Shell leverages artificial intelligence to optimize operations and accelerate the transition to sustainable energy solutions. Strategic vision and leadership: Shell's approach to AI integration reflects a balanced perspective on technology's role in energy transformation. Dan Jeavons, VP of Digital Innovation at Shell, emphasizes AI's role as a tool to accelerate energy transition and reduce CO2 emissions The company has developed multiple AI initiatives spanning scientific simulation, operations monitoring, and workforce empowerment Shell's strategy combines both cutting-edge applications and practical implementations across its organization Breakthrough technological achievements: Shell's collaboration with NVIDIA has...
read Dec 21, 2024How United Airlines is using AI to chart a flight plan for excellence
Strategic AI deployment: United Airlines has successfully transitioned from testing to implementing production-ready generative AI models, marking a significant advancement in the airline industry's use of artificial intelligence. The airline has launched United ChatGPT, a secure internal platform for employee use, demonstrating a commitment to integrating AI into workplace operations An innovative external-facing large language model called "Every Flight Has a Story" provides customers with detailed, transparent information about flight delays The flight status AI system has already processed over 100,000 digital notifications and improved customer satisfaction scores by 6% Technical infrastructure: United's AI initiatives are built upon a robust...
read Dec 20, 2024How Scribd leverages Meta’s AI models to make nuanced book recommendations
The evolution of AI-powered book discovery is transforming how readers find their next great read, with Scribd, Inc.'s Everand service leading the way through innovative use of Meta's Llama language models. The transformation of book discovery: Everand's new Ask AI feature represents a significant upgrade from traditional keyword-based searches, serving a massive library of over 195 million pieces of content to 200 million monthly visitors. The previous system relied on pre-generated topics and basic keyword searches, limiting users' ability to discover specific content The new AI-powered system can handle complex, nuanced queries like exploring ancient martial arts elements in modern...
read Dec 20, 2024How AI is transforming the game of baseball
The intersection of artificial intelligence and Major League Baseball is creating new competitive advantages, with the Texas Rangers leveraging data analytics to enhance their game strategy and operations. Data-driven success story: The Texas Rangers' 2023 World Series victory showcases how professional baseball teams are harnessing AI and big data to gain competitive advantages. Data engineer Oliver Dykstra has been instrumental in transforming collected information into actionable insights since joining the Rangers in October 2022 The team employs hundreds of predictive models that analyze various aspects of the game Accurate predictions helped forecast the Rangers' successful 2023 season performance AI-powered predictions...
read Dec 18, 2024GE HealthCare is using AI to transform every aspect of patient care
GE HealthCare is aggressively expanding its artificial intelligence capabilities to address mounting healthcare challenges, including the management of unstructured patient data and operational inefficiencies in medical settings. Strategic AI implementation: GE HealthCare has established itself as a leader in AI-enabled medical devices, securing over 80 FDA authorizations with plans to expand significantly. The company aims to more than double its AI-enabled device authorizations to over 200 within three years Current initiatives target the 97% of hospital system data that remains largely untapped due to its unstructured nature Plans include tripling cloud-enabled product offerings to enhance healthcare delivery Cancer care innovation:...
read Dec 17, 2024Klarna stopped hiring humans and is sharing savings with remaining staff
Artificial intelligence's impact on employment continues to reshape the workforce, as evidenced by payment giant Klarna's strategic workforce reduction and its CEO's bold stance on AI capabilities. Leadership perspective on AI capabilities: Klarna CEO Sebastian Siemiatkowski has taken a definitive position on artificial intelligence's potential to transform the workplace, suggesting its capacity to perform all human jobs. Siemiatkowski believes AI's application and implementation are the primary factors determining its role in the workforce The CEO's statements align with growing industry recognition of AI's expanding capabilities across various job functions Strategic workforce changes: Klarna has implemented significant staffing adjustments over the...
read Dec 8, 2024How Ally Financial found success with AI adoption
The financial industry's cautious yet strategic adoption of generative AI is exemplified by Ally Financial's methodical approach to building and deploying AI solutions while maintaining strict security protocols. Strategic Implementation Framework: Ally Financial has developed a comprehensive generative AI platform and playbook that balances innovation with security requirements in the highly regulated financial sector. The company launched Ally.ai in June 2023, creating a proprietary platform built on AWS and Microsoft Azure OpenAI while maintaining LLM neutrality A structured Technology Operating Model called ATOM guides AI initiatives through five stages: Discover, Ideate, Elaborate, Execute, and Measure An AI Working Group was...
read Dec 3, 2024How Amazon and PMG are unlocking ad performance with AI
The rapid advancement of AI technology is transforming programmatic advertising, with Amazon Ads and PMG at the forefront of integrating artificial intelligence into digital marketing strategies. The evolving landscape of programmatic advertising: The partnership between Amazon Ads and PMG demonstrates how AI is enhancing the efficiency and automation of digital advertising across the open internet. Amazon's Demand Side Platform (DSP) and PMG are collaboratively developing resilient technology to address evolving customer needs The fundamental principles of digital marketing remain unchanged, but AI has dramatically improved the speed and accuracy of campaign execution PMG's success formula with Amazon DSP focuses on...
read Nov 29, 2024How media startup Every incubates and launches new AI products
The media company Every has developed an innovative approach to launching AI products by combining journalism, software development, and artificial intelligence within a small, agile team structure. Business model innovation: Every has successfully challenged traditional startup assumptions by launching multiple successful AI products with a lean team of less than 10 employees and bootstrap funding. The company has released two AI products that have attracted tens of thousands of users A third AI product is scheduled for release before the end of 2024 The company operates primarily as a media organization while successfully diversifying into product development Key strategic elements:...
read Nov 26, 2024How Sierra Nevada’s AI-generated ad captured consumer attention
Sierra Nevada Brewing Company's recent connected TV (CTV) advertising campaign demonstrates the growing potential of AI-powered ad creation tools in the streaming television landscape. Campaign Overview: Sierra Nevada partnered with ad tech company Kargo to leverage its AI-powered Narrative format for creating connected TV advertisements as part of a broader brand refresh initiative. The campaign utilized existing audio and image assets to generate CTV ads that ran on major streaming platforms including Paramount and Tubi Kargo's AI technology automated the ad creation process, effectively bringing production costs near zero The format enabled Sierra Nevada to reach streaming audiences without the...
read Nov 21, 2024AI PDF’s rapid user growth demonstrates the power of thoughtful ‘AI wrappers’
GPT-powered document processing startup AI PDF has grown to 500,000 registered users and nearly 3,000 paying subscribers in just one year, despite initial skepticism about the viability of GPT wrapper applications. The startup's success story: AI PDF, led by CEO Vicente Silveira, has emerged as one of the world's leading AI-powered PDF readers, specializing in document summarization, chat interactions, and organization. The company achieved significant growth with just a five-person team and friends-and-family funding Users have generated over 2 million conversations through the GPT store The platform has maintained growth even after OpenAI introduced direct document upload capabilities to ChatGPT...
read Nov 20, 2024GitHub CRO on the keys to successfully scaling AI products
The rise of artificial intelligence in software development has led to significant innovations in developer tools, with GitHub's Copilot emerging as a leading example of AI-powered coding assistance technology. The evolution of GitHub Copilot: GitHub's AI-powered code completion tool has grown from an internal productivity solution to a widely adopted technology serving 77,000 organizations and nearly 2 million users. Initially developed to enhance GitHub's internal developer productivity and workflow efficiency Expanded functionality now includes command line integration, pull request features, and documentation assistance The platform generates $2 billion in revenue, with 40% coming from AI products Customer-centric development approach: GitHub's...
read Nov 19, 2024Coca-Cola’s AI holiday ads signal creative shift for brands
AI technology is making significant inroads into mainstream advertising, as demonstrated by Coca-Cola's latest holiday campaign that employs AI-generated video content to reimagine their classic 1995 commercial. The groundbreaking initiative: Coca-Cola has released three new AI-generated holiday advertisements using advanced video models like Runway and Luma Dream Machine, marking a significant step forward in AI-generated commercial content. The new ads draw inspiration from the company's iconic 1995 "The Holidays Are Coming" commercial The campaign represents a notable advancement in photorealistic AI-generated video Initial reactions have been mixed, with creators criticizing the "AI sheen" and perceived lack of realism in generated...
read Nov 15, 2024Box and Zoom offer contrasting examples of how tech leaders view AI
The rapid advancement of artificial intelligence is reshaping how enterprise software companies approach workplace technology and productivity tools. Leadership perspectives: Box CEO Aaron Levie and Zoom CEO Eric Yuan offer contrasting views on AI's trajectory while both actively integrating the technology into their platforms. Box has transformed from a file-sharing service into an AI company, allowing corporate customers to apply various AI models to their data through Box AI Studio Zoom is leveraging unstructured data from video calls to power its AI Companion, which generates summaries and suggests action items Both companies have seen 30% market cap increases in 2024...
read Nov 14, 2024NY-Presbyterian’s measured approach to AI implementation pays off
The strategic implementation of artificial intelligence in healthcare requires careful planning and governance, as demonstrated by New York-Presbyterian Hospital's methodical approach to AI adoption. Strategic foundations: New York-Presbyterian Hospital, under the leadership of Dr. Ashley Beecy as Medical Director of AI Operations, has developed a comprehensive framework for implementing AI in healthcare settings. The hospital employs the FAVES governance model to ensure responsible AI development and deployment Success metrics are clearly defined and aligned with specific business objectives Robust mechanisms for detecting bias and ensuring fairness are built into the development process An MLOps pipeline monitors model performance and drift...
read Nov 14, 2024How Zimmerman Advertising uses AI to boost retail marketing
The rapid adoption of artificial intelligence in advertising is transforming how agencies deliver value to retail clients, with Zimmerman Advertising leading the charge through three new proprietary AI applications. Strategic innovation: Zimmerman Advertising is taking an aggressive approach to AI implementation while many competitors maintain a cautious stance. The agency has developed three proprietary AI applications focused on audience targeting, media planning, and marketing performance analysis Jordan Zimmerman, Founder & Chairman, emphasizes the company's heritage of combining technology with retail expertise to drive results The initiative demonstrates a commitment to practical AI solutions that directly impact retailers' bottom lines Technology...
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