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Case studies

Real products.
Real outcomes.

A deep look at how we approach engagements — the brief, the build, and the metrics that mattered.

Case 01 · 2025AISaaSNext.js

Northwave — Autonomous research copilot

Northwave Research
The brief

Compress months of research into hours, with citations and risk flagging.

Our approach

Multi-agent orchestrator with planning, retrieval, and citation layer. Custom eval suite.

Outcomes
  • Faster research9.2x
  • Time saved / wk180h
  • Accuracy gain+34%
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Case 02 · 2025EnterpriseCloudIoT

Helio — Realtime energy operations cloud

Helio Grid
The brief

Move from hour-long failure detection to millisecond-level alerts across the grid.

Our approach

Edge compute layer + Kafka stream processing + predictive ML for anomaly detection.

Outcomes
  • MTTD reduced-94%
  • Uptime99.997%
  • Cost saved / yr$4.1M
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Case 03 · 2024ERPCustom Software

Vertex — Custom ERP for global logistics

Vertex Freight
The brief

Replace six legacy logistics tools with a single, unified operating system.

Our approach

Domain-driven ERP with TypeScript monorepo, event sourcing, and identity layer.

Outcomes
  • Tools replaced6→1
  • Throughput+62%
  • Onboarding-78%
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Case 04 · 2025AI ChatbotRAG

Lumen — Enterprise AI assistant

Lumen Labs
The brief

Ground an enterprise assistant in 1.2M docs without leaking sensitive info.

Our approach

RAG with hybrid retrieval, audit logging, PII redaction, and SSO integration.

Outcomes
  • Docs indexed1.2M
  • Adoption94%
  • Support cost-41%
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Case 05 · 2024MobileFintech

Arcadia — Premium fintech mobile app

Arcadia Capital
The brief

Ship a 4.9-rated app for a private wealth firm — premium and secure.

Our approach

React Native with native modules, biometric auth, and bespoke motion language.

Outcomes
  • App rating4.9
  • Retention 90d82%
  • Engagement+3.2x
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Case 06 · 2024SaaSAnalytics

Mosaic — Multi-tenant analytics SaaS

Mosaic Insights
The brief

Get from idea to revenue without sacrificing product polish.

Our approach

MVP shipped in 7 weeks, then iterated to $4M ARR with weekly experimentation.

Outcomes
  • ARR in year 1$4M
  • Customers240+
  • NPS71
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