Work . Named Clients . Measured Outcomes
What we shipped. What clients reported back.
Production systems with documented results. Not pilots. Not proofs of concept.
See all of our workFeatured
Engagements where the pattern library runs deepest.
Convex Transforms Specialty Insurance Underwriting with Generative AI
Accelerating and scaling underwriters’ decision-making by replacing hours of SME report review with a GenAI document intelligence solution that underwriters own.
A Global Biotech Company Accelerates Treatment Decisions and Drug Discovery on a Self-Serve Data Platform
A unified genomics and clinical data platform that cut third-party licensing, lifted annotation throughput, and put self-serve analytics for R&D in the hands of researchers.
Reinventing the Auditing Process in Insurance with Generative AI
Johnson Lamberts builds a GenAI solution on Amazon Bedrock that extracts, normalizes, and validates data from audit reports, so auditors prepare financial risk audits nearly 4x faster.
Leading the Future of Digital-First Consumer Engagement with AI & Data
PepsiCo leverages an AI/ML-powered, always-on marketing intelligence platform to deliver real-time ROI insights, optimize billions in media spend, and scale global marketing efficiency
All work
The full index.
Modernizing Supply Chain Planning at Enterprise Scale with AI-First Engineering
Blue Ridge rebuilds its supply chain planning platform for enterprise scale with AI, finishing in months what conventional modernization projected in years.
4x
Faster platform delivery vs. original projection
Enabling Seamless Live Entertainment Experiences for Artists and Fans at Peak Demand
Live Nation modernized its critical ticketing and payments infrastructure on AWS, now smoothly running every on-sale for millions of fans globally.
B+
In annual ticket transactions running on the platform
Powering Utility and State Clean Energy Programs from One Digital Platform
Resource Innovations runs utility, partner, and IRA-funded state clean energy programs from one configurable digital platform built by Provectus.
One
Platform replacing fragmented internal tools across utility, partner, and state programs
Accelerating AI Training Data Delivery with Real-Time Analytics
Appen cuts report generation from 30 minutes to under one minute and increases data job throughput 20x, enabling faster delivery of training datasets to enterprise AI teams.
30x
Faster analytics and data reporting
Scaling AI Training Data Operations to Meet Global Demand
Appen decomposes a monolithic platform into 50+ independent services, cutting infrastructure costs and achieving 99.99% uptime for clients building AI at scale.
50+
Microservices deployed from a single monolith
Ensuring AI Training Data Quality at Scale with Machine Learning
Appen automates fraud detection across its crowdsourcing platform, monitoring 20x more annotation jobs per day and reducing scammer activity by 25%.
20x
More annotation jobs monitored per day
Cutting Contributor Support Resolution from Two Weeks to Hours with Machine Learning
Appen automates ticket categorization and resolution for its global contributor network, resolving 80% of 11,000+ monthly tickets without human intervention.
~80%
Of support tickets resolved automatically
Accelerating Product Delivery for a Global Specialty Coffee Brand
Blue Bottle Coffee doubles its product release speed and cuts infrastructure costs in half by migrating to AWS and adopting modern DevOps practices.
50%
Reduction in total cost of ownership
Reducing Food Waste Across 100+ Cafes with AI Demand Forecasting
Blue Bottle Coffee replaces manual pastry ordering with AI-powered demand forecasting, improving ordering accuracy by 8% and cutting food waste across its global cafe network.
8%
Improvement in pastry ordering accuracy
Empowering Sales and Marketing Through At-Scale Lead Data Delivery
LeadGenius improves the performance of its sales and marketing teams by automating its data processing pipeline, to deliver lead data 2X faster at one-third the cost and strengthen its position with enterprise clients.
2X
Faster lead data processing
Enabling Secure Customer Payments to Drive Enterprise Growth
Navan rebuilds its payment infrastructure to meet PCI-DSS compliance, reducing total cost of ownership by 35% and shortening release cycles by 40%.
35%
Reduction in total cost of ownership
Powering 200+ Data Products with Real-Time Analytics
Navan enables real-time data analytics on its streaming data platform, cutting total cost of ownership by 80% and shortening release cycles by 12X.
80%
Reduction in total cost of ownership
Helping Investment Advisors Find Their Best Leads 20X Faster with AI
Carson changes how its sales and marketing teams work, using ML lead scoring that helps advisors acquire 20x new customers.
96%
Model accuracy for lead conversion prediction
Modernizing Hospital Management Services with AI Document Intelligence
An acute care management provider turns paper forms, PDFs, and unstructured clinical files from 300+ programs into structured data, giving its teams analytics access they never had.
Speed
Faster access to structured clinical data across the organization
Enabling More Efficient Nature Identification with an AI-powered Application
Earth.com launches a production-ready mobile app for AI-enabled species identification in three months, releasing EarthSnap ahead of schedule on both iOS and Android.
3 Mos.
From manual ML work to automated pipelines
Elevating Customer Experiences with Personalized Video Recommendations Powered by AI
Firework (formerly FireworkTV) rebuilt its ML infrastructure on Amazon SageMaker in four weeks. Recommendations run 10× faster on half the infrastructure cost, with measurable engagement lift.
10X
Faster model training and serving
Preventing Vision Impairments in Children with AI
GoCheck Kids takes advantage of its new ML Infrastructure to accelerate and scale the development of the AI components and ML models of its pediatric vision screening application.
3X
Improvement in detection accuracy
Driving Customer Engagement In and Out of Game with Real-Time Analytics in the Cloud
IMVU migrates from on-premises batch processing to real-time cloud analytics, enabling 50% business growth during a user surge while halving total cost of ownership.
50%
Business growth while reducing operational costs
Scaling Consumer Intelligence for Fortune 500 Brands with a Modern Analytics Platform
InMarket rebuilds its analytics platform to process 5 billion daily events with 99% reliability, cutting pipeline deployment from months to days and adding $1M in annual ROI.
$1M
Increase in annual ROI
Building the Next Generation of Digital Banking Solutions with AI
Lumin Digital builds a modern data platform with AI embedded for fraud detection and risk scoring, giving its banking clients more control over a function that directly affects customer trust.
5 Mos.
From solution design to production deployment
Seeing How Every Machine Is Used Across 400+ Plants with AI
Marmon deploys video analytics to track machine utilization in real time, turning idle time from an assumption into a specific number operations teams can act on.
5 Wks.
From concept to production-ready deployment
Scaling Sales and Marketing Intelligence with Machine Learning
Nitrio replaces thousands of manual classification rules with a trained ML model, increasing message throughput by 50% and cutting manual operations by 5X.
5X
Reduction in manual operations
Empowering Caregivers by Predicting Staffing Gaps with AI
NurseStaffing predicts shift fill rates for nurses and caregivers with AI, to improve staffing predictability, increase operational efficiency, and improve care delivery.
7%
Improvement in shift fill rate network-wide
Cutting Refinery Inspection Costs 80% and Planning Time 90X with Generative AI
A gas processing operator adds a generative AI layer to its existing sensor infrastructure, turning reactive maintenance into predictive operations across 1,500+ rotating assets.
80%
Reduction in refinery inspection costs
Saving $4.2M Across a Drilling Campaign by Turning Free-Text Reports into Structured Decisions with Generative AI
A US upstream operator uses generative AI to extract NPT patterns from years of daily drilling reports, cutting weeks of manual analysis to hours and saving a full month of rig time per campaign.
$4.2M
Savings across a 100-well drilling campaign
Screening 10X More Newborns for Preventable Vision Loss with AI
Pr3vent reduces cost per eye screening by 10X and reaches 96% diagnostic accuracy, making it possible to screen millions of infants who would otherwise never see an ophthalmologist.
10X
Reduction in cost per eye screening
Reimagining the Development of Green Energy Solutions in the Cloud
Resource Innovations modernizes its IT operations and migrates to the AWS cloud, accelerating application delivery and enabling faster growth in the clean energy market.
50+
Customers migrated in three months
Accelerating Microbiome Drug Discovery on a Secure Data Platform
Second Genome enhances its proprietary research platform to run petabyte-scale drug trials and biomarker research in a secure, compliant environment.
Scale
Petabyte-scale drug research enabled
Building a Micromobility Charging Platform Scaled 20X for Global Expansion
Swiftmile rebuilds its platform from a monolithic application to a service-based architecture, increasing capacity from 600 to 10,000+ charging stations at the same infrastructure cost.
20X
Increase in platform performance and capacity
Protecting Schools and Public Spaces with Real-Time Weapon Detection and AI
A security technology company turns its computer vision platform into a production-ready weapon detection system, achieving 99% accuracy and 15-millisecond response times across live video feeds.
99%
Weapon detection accuracy
Driving Efficiencies in Senior Market Insurance with AI & Data
Wellcove builds a modern data platform with centralized analytics and AI fraud detection, giving its senior insurance teams visibility into SLAs, claims, and revenue.
6 Mos.
From siloed data to a production analytics platform
Dynamo Software: Driving Efficiencies in Investment Document Processing with AI
Dynamo streamlines the classification of investment portfolio documents with AI, and taps into insights for advanced analytics and decision-making for over 1,000 clients.
95%
Classification accuracy on test dataset
Accelerating Product Development in Healthcare Lending
Lane Health modernizes its application stack and reaches HIPAA compliance in four months, cutting total cost of ownership by 60%.
60%
Reduction in total cost of ownership
Certifying More Business Without Hiring More Compliance Assessors with Agentic AI
Citation applies agentic AI to regulatory document workflows, cutting manual effort, improving compliance quality and consistency, and strengthen its leadership in SME regulatory services in the UK and globally.
Scale
More clients served without proportional headcount
Turning Live Music Fans into Loyal Subscribers with AI
Nugs.net changes how fans discover live music with custom recommendations personalized by AI.
40%
Improvement in user retention
Audiobooks.com: Churn Prediction at 95%+ Accuracy in Five Weeks
A production-grade churn model on Amazon SageMaker, 100 features wide, with explainability for the marketing team.
95%+
Churn-prediction accuracy across test scenarios
Clinical Data Operations at 4.5x Throughput With Agentic Document Intelligence
AI agents that read pathology reports and clinical notes at clinical-grade reliability, with abstractors validating each extraction and adjudicating the edge cases.
4.5x
Faster clinical-data abstraction per patient
Reinventing Corporate Document Management with Generative AI
Forge builds a GenAI document processing solution that reads Certificates of Incorporation, extracts the data, and hands managers a reviewable spreadsheet, so corporate docs stop blocking document-heavy workflows.
4 mos.
From idea to production document processing solution
Healthcare Enterprise MLOps: From Isolated AI Efforts to a Shared Delivery Platform
A reusable MLOps substrate and a reference AI application, delivered in months — so a multinational healthcare enterprise stopped rebuilding the same infrastructure for every use case.
10x
Improvement in time to market for new ML models
Houzz: Semantic Query Understanding at 50% Higher Accuracy
A NER model plus classifiers trained on synthetic data from Claude 3 Sonnet — so long-tail searches finally hit the right product page.
50%
Improvement in search accuracy
Maximizing the Performance of Investment Products with GenAI Knowledge Search
Venerable simplifies access to siloed company information with a GenAI Intelligent Search Assistant, streamlining back-office and customer-centric operations, to maximize investment portfolio value for their customers.
3 sec.
Average time to a cited answer (was minutes of hunting)
Mad Mobile: A 91%-Accuracy Customer Service Agent in Six Weeks
A GenAI customer-service agent on Amazon Bedrock plus a Salesforce-integrated conversational UI — so hospitality support reps resolve tickets without hunting through documentation.
70%
Response accuracy by the GenAI Customer Service Agent
PSC Biotech: FDA Form 483 Throughput Up 10x, Processing Costs Down 44%
A multi-label classifier on Amazon Bedrock that categorizes FDA Form 483 observations into 100+ labels — with document mappers and reviewers validating each classification.
10x
Document throughput in regulatory-compliance workflows
Revenue-Management Software: Release Cycles Cut In Half, TCO Down 40%
A full migration from on-premises to AWS for an enterprise revenue-management platform — with automated CI/CD and multi-tenant isolation.
40%
Reduction in total cost of ownership
Sleepme: Real-Time Bed-Temperature ML Delivered in Four Weeks
A production ML pipeline for adaptive bed-temperature control, running on Amazon SageMaker — with Managed MLOps that keeps Sleepme's engineers on product.
High
Customer sleep quality and satisfaction scores
Empowering Commercial Real Estate Professionals with AI
VTS accelerates the delivery of AI-powered applications that help landlords and brokers make better leasing and investment decisions.
3x
Faster delivery of AI solutions to production
Accelerating Treatment Decisions and Drug Discovery Using a Clinical Genomics Data Platform
Natera leverages a scalable, cost-effective Clinical Genomics Data Platform to democratize real-world variant and clinical data for R&D, and to inform earlier, more personalized treatment decisions.