CASE STUDIES

Results that speak for themselves.

Every engagement is outcome-driven. Here's what we've shipped for clients across AI, full-stack, and data.

AI + GIS Engineering · DynamoMap Studio (in-house product)

Self-Hosted Maps Platform

Built a self-hosted alternative to hosted mapping SaaS — data ingestion, cartographic styling, tile publishing, and embeddable maps with no vendor lock-in.

MapLibretippecanoepmtilesDockerKubernetes

GeoJSON / Shapefile / GeoPackage / KML / CSV ingestionQGIS-style layer compositionS3 / DigitalOcean Spaces tile publishingMulti-tenant workspaces

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AI Engineering · Cleartech (Series A SaaS)

AI-Powered Support Automation

Replaced a 12-person support queue with an LLM agent that resolves issues from indexed documentation and conversation history.

GPT-4oPineconeLlamaIndexNext.js

71%

Tickets deflected

$210k

Annual savings

1.2s

Avg. response time

Full-Stack · Vertex Data (seed-stage)

B2B Analytics SaaS Platform

Built a multi-tenant analytics product from scratch — schema design, API layer, React dashboard, usage billing, and white-label support.

Next.jsTypeScriptPostgreSQLStripe

0→40k

MAU in 6 months

2.8×

Sprint velocity

99.95%

Uptime achieved

AI Engineering · Northwind Labs (legal tech)

Legal Document Intelligence

RAG system over 80,000+ legal documents enabling semantic search, clause extraction, and risk flagging — integrated directly into existing workflows.

LangChainCohereSupabasePython

11×

Faster review

93%

Extraction accuracy

7 wks

Time to production

Data Engineering · Fathom Finance (fintech)

Unified Revenue Data Warehouse

Consolidated six disconnected billing and product data sources into one modeled warehouse, with self-serve BI dashboards for the whole company.

dbtSnowflakeAirflowLooker

6→1

Sources unified

18 hrs

Reporting saved/wk

4 wks

Time to production

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DynamoFoundry

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Boutique engineering studio for full-stack, AI, and data products. Senior talent, full ownership.

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