Customer stories

25+ production AI workloads. 15 deep dives.

Anonymized customer stories, same architectures, same outcomes, names available under NDA. Pick a story by industry or use case.

Education · AI sales coaching →

Ed-Tech Platform, 30,000+ courses

AI-powered voice sales training and evaluation for a Study Abroad division managing 30,000+ courses across hundreds of universities globally.

Legal-Tech · AI legal platform →

Legal-Tech Platform, AI built for the practice of law

Six production AI capabilities on one platform. Time from problem to first legal answer drops from days to minutes, every response grounded in citable legal source material.

Security · Threat detection →

Security Analytics Platform, autonomous AI-driven SOC

98.23% ML test accuracy, 99.61% ROC-AUC on an XGBoost classifier trained across 36 MITRE techniques.

Healthcare · Conversation intelligence →

Healthcare Conversation Intelligence, HIPAA-compliant on AWS

Caller-desk pipeline at 95%+ summarization accuracy. Designed to scale to 10K concurrent calls under NIST 800-66 R2 controls.

Legal · Practice management →

Immigration Practice Management SaaS

Multi-tenant practice management platform on AWS with AI capabilities being built into the product. AWS disaster recovery setup included.

Healthcare · Telehealth →

Virtual Urgent Care, AI-assisted, physician-finalized chat, 24/7

Knowledge-base-grounded AI for telehealth with Bedrock Knowledge Bases, Bedrock Guardrails, and physician finalization. Live in production, multi-state.

Healthcare · Pediatric telehealth →

Pediatric Specialty Telehealth, HIPAA-compliant AI/video on AWS

HIPAA-compliant AWS landing zone plus AI/video workload at scale, real-time multilingual video, and AI patient intake. Live across multiple states.

Healthcare · Tele-rehab →

Pediatric Tele-Rehab Provider

HIPAA-grade healthcare engineering on AWS: communication, visit planning, shared care calendars, and provider integration.

Healthcare · Patient visualization →

Patient-Visualization Platform

AI-powered facial aesthetic visualization on a HIPAA-compliant AWS environment. Clinical decision support layered with physician review.

Real Estate · PropTech search →

Real-Estate Intelligence Platform (Indic-language)

AI-first real estate search: natural-language, multimodal, Indic-language. Live in production.

Wellness & Hospitality · Unified ops →

Wellness Retreat Operator

Centralized 13 data sources into a customer-owned AWS warehouse. Live operational dashboards in week four.

Media & Video · AdTech →

Smart Video Platform

End-to-end ad signal restoration: server-side First Party Pixel, Signal Connect, off-platform video retargeting, conversion event optimization, and CRM integrations with 18+ platforms.

Security & Identity · Zero-trust SaaS →

Identity & Consent Platform

Multi-tenant identity SaaS foundation built on AWS-native zero-trust patterns.

Education · K-12 voice tutor →

Voice-AI Tutoring Platform

Voice AI tutor with slot-based scheduling and subject-aware multi-model orchestration on AWS Bedrock. Student-tutor solution with slotting.

Education · College social platform →

Yaapt, Socio-Academic Platform

Yaapt's multi-modal search modernized onto AWS Bedrock: sub-second AI response on a production-ready foundation, searching both the visual content and the text inside images from one governed AI surface.

Customer names available under NDA. Full case studies on request.