Identify use case priorities and tech stack. Establish risk management and governance frameworks. Strategically align AI with ROI.Learn More
Benchmark and select LLMs. Institute guardrails. Connect to systems of record. Take generative AI experiences from ideation to production.Learn More
Shore up infrastructure. Ensure data readiness. Get ready for AI with data engineering and orchestration to data collection and annotation.Learn More
Leverage computer vision and natural language processing. Build custom ML models and advanced analytics. Put your data to work.Learn More
Empower users with voice-first experiences. Harness the efficiency and accessibility benefits of conversational interfaces.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.
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Establish a generative AI operating model while building enterprise-wide alignment on architecture, governance, and more.
Train 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.