Case studies
Receipts from the
real world.
Every engagement below shipped to production and is measured in client numbers, not our adjectives. Names withheld where NDAs apply — the metrics speak anyway.
Consulting · AIAI-powered meeting intelligence tool
Live transcription on an AWS-powered backend, LLM-generated summaries, and a searchable knowledge base — integrated straight into the client's workflow.
Software · Knowledge AIConversational AI bot for team knowledge
RAG with vector search over Slack and WhatsApp history. Team members get context-rich answers back in-channel — no new tools, no behavior change.
NBFC · Voice AIAI voice agents for outreach at scale
Outbound voice agents on Amazon Bedrock, Lex, and Polly with Twilio telephony. Dynamic scripts personalized from loan data, with compliance guardrails.
HealthTech · CVRemote AI eye consultation platform
Tele-ophthalmology across iOS, Android, and web: real-time eye tracking, guided acuity tests, and auto-generated consultation reports.
Gaming · On-device AIAI-powered mobile gaming assistant
Real-time overlay delivering live performance insights, tactical advice, and automated highlight creation — on-device ML with a cloud backend.
Fintech · Dev VelocityAI coding assistant for a fintech team
Deployed Mirai Forge tuned to the client's private codebase and compliance standards — review automation and onboarding docs generated from code.
Manufacturing · DataSupply-chain resilience with a cloud data lake
Unified data lake ingesting ERP, IoT, and logistics feeds with AI-driven demand forecasting and disruption alerts.
Healthcare · PersonalizationHealthcare personalization with AWS AI
Patient-journey personalization engine on AWS — recommendation models and privacy-first architecture keeping PHI fully inside the client's VPC.
SaaS · MigrationZero-downtime migration to multi-account AWS
Re-platformed a monolithic SaaS onto EKS with a Control Tower landing zone and AWS MAP funding covering a significant share of program cost.
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