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Identify use case priorities and tech stack. Establish risk management and governance frameworks. Strategically align AI with ROI.
Learn MoreBenchmark and select LLMs. Institute guardrails. Connect to systems of record. Take generative AI experiences from ideation to production.
Learn MorePrepare your data for advanced AI and analytics. Build and execute a roadmap to ensure data capture, accessibility, and quality.
Learn MoreLeverage computer vision and natural language processing. Build custom ML models and advanced analytics. Put your data to work.
Learn MoreEmpower users with voice-first experiences. Harness the efficiency and accessibility benefits of conversational interfaces.
Learn MoreProactively identify vulnerabilities and potential risks in your GenAI systems. Conduct adversarial testing throughout development or on pre-launch products to ensure reliability before deployment.
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WillowTree, a leading AI consulting firm, has long partnered with clients to build and deploy artificial intelligence and machine learning across industries, and establish a foundation of data readiness, data governance, and data quality.
From optimizing the next generation of credit scoring for a Big 3 credit bureau to enhancing clinical diagnoses with a leading medical equipment manufacturer, the experience of WillowTree’s global data and AI consulting practice cuts across industries and use cases, with a shared emphasis on ROI.
The emergence of generative AI brings even further opportunities for innovation across business models, customer journeys, and internal workflows. It also poses unique challenges, from governance and security to bias and AI hallucinations. Our multidisciplinary teams seamlessly blend data science, engineering, strategy and governance, and experience design to accelerate AI roadmaps responsibly and securely.
Build a generative AI-powered virtual assistant prototype in just 8 weeks.
Get a JumpstartAccelerate GenAI benefits and avoid vendor lock-in. Certified Privacy-by-Design ensures flexibility, control, and trust.
Get Fuel iXTrain team members to harness the power of generative AI to drive development velocity and reduce errors.
Develop a comprehensive data strategy and roadmap, aligning data initiatives with business priorities.
Establish a robust data governance framework to ensure data quality, security, and compliance.
Identify and implement opportunities to monetize your data assets and optimize operations.
Articulate a data and AI strategy and corresponding roadmap, built on ROI.
Support the entire data lifecycle, from strategy and early PoCs, to execution and optimization.
Bolster your data teams with world-class data engineers and scientists.
With the proliferation of large language models — from proprietary tools like Open AI’s ChatGPT to open-source offerings like Meta’s LLaMA — selecting the right model for your use case is essential. Our Data & AI Research Team (DART) applies advanced methodologies to rapidly evaluate LLMs for speed and latency, accuracy and truthfulness, relative cost, scalability, compute, and more.
Given the constant evolution of generative AI tools, there is no “set it and forget it.” Monitoring for degradation and model drift is critical. WillowTree AI Engineering Services will track performance and governance compliance, identify errors or regression, and minimize AI hallucinations — all while optimizing and fine-tuning for model improvement.
Effectively deploy and manage machine learning models at scale. Our expertise ranges from building robust pipelines for model training and deployment to implementing automated monitoring and version control systems. We leverage industry best practices to ensure smooth integration of models into production environments, delivering efficient model operations and minimizing downtime. With our MLOps offerings, businesses can streamline machine learning workflows, improve model performance, and drive successful and sustainable AI initiatives.
WillowTree’s NLP expertise spans use cases, including sentiment analysis, entity recognition, topic modeling, text classification, and more. Through advanced algorithms and machine learning techniques, we analyze and interpret unstructured text data with precision and accuracy.
Our computer vision capabilities help clients extract valuable insights from visual data. Our computer vision experts leverage cutting-edge techniques like object detection, image classification, and optical character recognition to develop custom solutions tailored to unique client needs. For example, we’ve built systems that automate visual inspections, detect anomalies in medical images, assess satellite imagery to predict crop yields, and more. Our toolset includes advanced algorithms like convolutional neural networks and cloud-based AI services.
Harness the power of predictive analytics to make data-driven decisions. Our solutions help you forecast trends, anticipate customer needs, and optimize operations. We provide tools and models that turn your data into actionable insights.
Unlock the value of your data assets by identifying new revenue opportunities. We help you develop strategies to commercialize data, creating new business models and streams of income. Our approach ensures that your data generates maximum ROI.
Telecommunications leader TELUS is exceptionally mature in managing privacy risks in the context of AI. We worked with them to design and deliver the first GenAI-powered chatbot internationally certified in Privacy by Design (ISO 31700-1). Evaluated by KPMG, and powered by the Fuel iX enterprise-grade AI engine, the tool provides a safe, convenient, and intuitive customer support experience, ensuring privacy is the default setting.
Telecommunications leader TELUS is exceptionally mature in managing privacy risks in the context of AI. We worked with them to design and deliver the first GenAI-powered chatbot internationally certified in Privacy by Design (ISO 31700-1). Evaluated by KPMG, and powered by the Fuel iX enterprise-grade AI engine, the tool provides a safe, convenient, and intuitive customer support experience, ensuring privacy is the default setting.
Through thoughtful UX and brand design, powerful MarTech, and innovative conversational AI, Inspira Financial is generating tremendous gains in user experience, employee efficiency, and brand engagement.
Through thoughtful UX and brand design, powerful MarTech, and innovative conversational AI, Inspira Financial is generating tremendous gains in user experience, employee efficiency, and brand engagement.
Data is intrinsic to building consumer credit. Just ask one of our recent clients, a renowned data analytics and consumer credit reporting firm. Via its credit monitoring system, our client informs 3.6 billion credit decisions annually, protecting 134 million consumers from fraud. The industry-leading firm asked WillowTree to modernize its entire data infrastructure by incorporating modern machine learning capabilities and best practices. In doing so, we delivered tangible and significant business outcomes.
Our client, a renowned data analytics and consumer credit reporting firm, informs 3.6 billion credit decisions annually, protecting 134 million consumers from fraud. WillowTree modernized its entire data infrastructure by incorporating modern machine learning capabilities and best practices, leading to tangible and significant business outcomes.
Financial services firms require strict standards of accuracy, reliability, and regulatory compliance in their digital experiences. A leading North American financial services firm came to WillowTree to create a next-gen chatbot experience in just eight weeks, and our successful delivery paved the way for our GenAI Jumpstart accelerator — a safe, secure, modular architecture we can adapt to any industry.
A leading North American financial services firm came to WillowTree to create a next-gen chatbot experience in just eight weeks. Our successful delivery paved the way for our GenAI Jumpstart accelerator — a safe and secure architecture adaptable to any industry.
Combining leading-edge data science with conversational AI expertise, our HR platform for Sigma Squared identifies disparity, determines root causes, and delivers personalized solutions proven to increase equity and optimize talent. A GPT-enabled “Siggy” assistant allows users to ask questions using natural language, retrieve precise results, report on statistical significance, and even suggest prompts for additional inquiry, helping HR teams arrive at actionable results much more efficiently.
Combining leading-edge data science with conversational AI expertise, our HR platform for Sigma Squared identifies disparity, determines root causes, and delivers personalized solutions proven to increase equity and optimize talent. A GPT-enabled “Siggy” assistant allows users to ask questions using natural language, retrieve precise results, and even suggest prompts for additional inquiry, helping HR teams arrive at actionable results much more efficiently.
In just four weeks, WillowTree created a working prototype of Schneider’s redesigned energy management and automation dashboard, featuring data visualizations powering deeper intelligence for external users and internal business units. Next, we’re producing technical and user research informing the MVP for its forthcoming micro-grid software product.
In just four weeks, WillowTree created a working prototype of Schneider’s redesigned energy management and automation dashboard, featuring data visualizations powering deeper intelligence for external users and internal business units. Next, we’re producing technical and user research informing the MVP for its forthcoming micro-grid software product.
WillowTree’s free Vocable app gives a voice to the millions of US adults with speaking difficulties through voice technology, ChatGPT, and the latest in Apple technology
WillowTree’s free Vocable app gives a voice to the millions of US adults with speaking difficulties through voice technology, ChatGPT, and the latest in Apple technology.
