Intelligence, Grounded.
Engineering & research partners for founders building at the edge.
We build it, ship it, and back it.
Builders, not consultants.
Founder-led. Mission-driven. We build real systems that ship and produce results. No decks. No dependency. You own it.
Research that ships.
Founder-led applied research. Every model, pipeline, and architecture we design runs in production. If it doesn't deploy, it doesn't count.
Operators, not outsiders.
We sit on boards, advise on strategy, and invest directly. Same risk as you. Skin in the game — capital, time, and reputation.
How We Work
What We Build
Data & Platform Engineering
From raw ingestion to production-grade platform. The entire stack.
- Lakehouses, warehouses & data mesh
- Real-time & batch ETL/ELT pipelines
- Event-driven & streaming architectures
- Cloud infrastructure & IaC (AWS, GCP, Azure)
- API design, microservices & backend systems
- Data platform modernization & migration
Data Science & Applied ML
From hypothesis to production model. No handoff gap.
- Predictive modeling, forecasting & optimization
- Bayesian inference & causal methods
- NLP, computer vision & multimodal systems
- Experiment design, A/B testing & evaluation
- Recommender systems & personalization
- Statistical modeling & decision science
ML Infrastructure & AI Systems
Models are only as good as the systems that serve them.
- Training, fine-tuning & serving infrastructure
- Multi-agent orchestration & agentic workflows
- RAG pipelines & knowledge systems
- Distributed inference at scale
- MLOps, CI/CD for models & drift detection
- LLM integration, evaluation & guardrails
Venture & Advisory
Technical leadership for founders who want a partner, not a vendor.
- Fractional CTO & technical board seats
- Architecture & infrastructure due diligence
- Go-to-market technical strategy
- Direct investment & active partnership
Domains
Built For
