Data & AI Consulting Services

Enhance your customer experience and drive operating efficiency with the latest in artificial intelligence. WillowTree's AI consulting experts drive real ROI from fast, responsible AI deployments built on a foundation of data readiness.
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Areas of expertise

AI Strategy & Governance

Identify use case priorities and tech stack. Establish risk management and governance frameworks. Strategically align AI with ROI.

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GenAI-Powered Experiences

Benchmark and select LLMs. Institute guardrails. Connect to systems of record. Take generative AI experiences from ideation to production.

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Data Readiness & Engineering

Prepare your data for advanced AI and analytics. Build and execute a roadmap to ensure data capture, accessibility, and quality.

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Data Science & Machine Learning

Leverage computer vision and natural language processing. Build custom ML models and advanced analytics. Put your data to work.

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Conversational AI & Voice Technology

Empower users with voice-first experiences. Harness the efficiency and accessibility benefits of conversational interfaces.

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Red Teaming for GenAI Systems

Proactively 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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Navigate new terrain with an experienced AI consulting team.

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.

Solutions

GenAI Jumpstart

Build a generative AI-powered virtual assistant prototype in just 8 weeks.

Get a Jumpstart

Enterprise-Grade AI Engine

Accelerate GenAI benefits and avoid vendor lock-in. Certified Privacy-by-Design ensures flexibility, control, and trust.

Get Fuel iX

GitHub CoPilot Training

Train team members to harness the power of generative AI to drive development velocity and reduce errors.

Data Strategy & Roadmap

Develop a comprehensive data strategy and roadmap, aligning data initiatives with business priorities.

Data Governance Framework

Establish a robust data governance framework to ensure data quality, security, and compliance.

Data Monetization & Analytics

Identify and implement opportunities to monetize your data assets and optimize operations.

Flexible, Scalable Collaboration Models

Strategic Advisors

Articulate a data and AI strategy and corresponding roadmap, built on ROI.

End-to-End Partnership

Support the entire data lifecycle, from strategy and early PoCs, to execution and optimization.

Staff Augmentation

Bolster your data teams with world-class data engineers and scientists.

Capabilities

LLM Benchmarking & Selection

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. 

LLM Monitoring

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.

MLOps

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.

Natural Language Processing

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.

Computer Vision

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.

Predictive Analytics

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.

Data Monetization

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.

LLM Benchmarking & Selection

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. 

LLM Monitoring

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.

MLOps

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.

Natural Language Processing

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.

Computer Vision

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.

Predictive Analytics

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.

Data Monetization

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.

Our Partners

Insights

Data & AI Knowledge Hub

Collected genAI articles, whitepapers, and case studies.

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Field Notes
From Benchmarks to Red-Teaming: Ensuring Robust and Responsible AI
Michelle Avery
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Field Notes
AI in Business: The Value of an Orchestrated Approach
Patrick Higgins
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Craft@
How to Define System Prompt Exfiltration Attacks in LLM-Based Applications
Yelyzaveta Husieva
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Leadership

Gagan Tandon (GT)
Chief Data & AI Officer‌
Renato Vicente
Data Science Partner
Sho Modica
Delivery Partner
Patrick Higgins
Partner & VP, Business Development
Tim MacGregor
Partner & VP, Business Development

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