Data & AI engineering studio — now taking projects
We build the data systems your roadmap depends on.
Legacy migrations, data platforms, AI systems, and full-stack products — built by the engineers who modernized Vivint’s and Ancestry’s data platforms and now serve clients like NRG Energy. No decks. No junior bench. Working software.
- data platform leadership
- 15+ yrs
- data platform leadership
- client & platform scale
- F500
- client & platform scale
- data + AI + product
- 1 team
- data + AI + product
Track record
01Capabilities
Five disciplines. One senior team.
Most firms do one of these well. The leverage is in doing all of them with the same engineers — so your data layer, AI layer, and product actually fit together, and you own the whole stack when we leave.
02Who we work with
Two kinds of clients. Two kinds of urgency.
03How we work
Diagnose first. Then build.
Every engagement starts small and earns the next phase with evidence. You always know what's done, what's next, and what it costs.
- 01
Diagnose
A short, fixed-scope engagement that maps your systems, quantifies the risk, and produces a costed plan. Useful on its own — no obligation to continue.
- 02
Architect
We design for your scale, not our portfolio. Boring, proven technology by default; novel technology only where it earns its risk.
- 03
Build
Senior engineers writing production code in short milestones, each one demo-able. You see working software weekly, not status decks.
- 04
Hand over
Documentation, runbooks, and pairing with your team until they own it confidently. We measure success by how little you need us afterward.
04Selected work
Systems we've shipped.
Active client work and the in-house platforms our founders led — NRG Energy, Vivint, Ancestry, the New England Patriots.
05Toolchain
Boring technology, expertly applied.
We bet on tools with a decade of production scar tissue — and reach for the new thing only when it earns its risk.
Data
- Python
- PostgreSQL
- Snowflake
- Databricks
- Airflow
- Kafka
- dbt
- Spark
AI
- Claude
- Claude Code
- OpenAI
- Bedrock
- pgvector
- LangGraph
Product
- TypeScript
- React
- Next.js
- FastAPI
- Tailwind
Infra
- AWS
- Azure
- Terraform
- Docker
- ECS
- Vercel
06 From the founders
“We spent our careers inside enterprise data teams watching consultancies bill millions for systems that never shipped. So we built the firm we always wanted to hire: principals who write the code, scope in weeks not years, and hand over systems that run without us.”
Dave Sanders · Co-Founder
Meet the team→ Start a project
Tell us what's broken. We'll tell you how we'd fix it.
Start with a conversation — thirty minutes, engineers on both ends of the call. If we're not the right team, we'll say so and point you somewhere better.