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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 MoreShore up infrastructure. Ensure data readiness. Get ready for AI with data engineering and orchestration to data collection and annotation.
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.
Learn More
WillowTree, a leading AI consulting firm, has long partnered with clients to build and deploy artificial intelligence and machine learning across industries.
From optimizing the next generation of credit scoring for a Big 3 credit bureau to enhancing clinical diagnoses with a leading medical equipment manufacturer, WillowTree’s global data and AI consulting practice makes an impact for our clients.
The advent 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 experience design to accelerate AI roadmaps responsibly and securely.
Build a generative AI-powered virtual assistant prototype in just 8 weeks.
Get a JumpstartOur platform accelerates GenAI benefits while ensuring control, productivity, and trust and avoiding vendor lock-in.
Get Fuel iXTrain team members to harness the power of generative AI to drive development velocity and reduce errors.
Accelerate roadmaps and scaled programs with self-contained, pre-normed delivery teams.
Staff augmentation bolsters your data teams with world-class data engineers and scientists.
Support the entire data lifecycle, from strategy and early PoCs, to execution and optimization.
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.
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.
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.
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.
