Engineering Impact
at the Speed of AI.
We are Forward Deployed Engineers. We don't deliver strategy decks; we ship production systems inside your existing environment.
The FDE Service Model
Custom AI Orchestration
RAG Pipelines · Agents · LLM Ops
We architect and ship production-grade AI systems — retrieval-augmented generation pipelines, multi-agent frameworks, and LLM orchestration layers — inside your existing infrastructure. No pilot theater. No vendor lock-in.
- Context-aware RAG over proprietary data
- Autonomous agent workflows (LangChain, LlamaIndex)
- LLM evaluation, guardrails & monitoring
- On-premise or cloud-native deployment
Embedded Enterprise Data Engineering
Snowflake · dbt · Airflow · Delta Lake
Modern AI requires trustworthy data. We embed directly into your data org to build the pipelines, semantic layers, and governance structures that make enterprise AI actually work.
- Data lakehouse architecture & migration
- Semantic layer and feature store design
- Real-time streaming & batch orchestration
- Data quality, lineage & observability
Post-Acquisition Operational Re-engineering
M&A Integration · Tech Stack Consolidation
When your M&A closes, execution is everything. We accelerate integration by mapping, consolidating, and re-engineering fragmented technical operations — so the deal delivers its projected value.
- Legacy system audit & rationalization
- Cross-org data and process integration
- Workflow automation across combined entities
- Executive dashboards & operational KPIs
The FDE Difference
Our Stack
Ready to ship?
Describe your initiative. We'll scope an engagement that delivers production results — not a proof of concept.