What We Build.
How We Deliver.
Three focused capability lines. Each is delivered by senior engineers embedded inside your organization, not managed from a distance.
Custom AI Orchestration
RAG · Agents · LLM Ops · Evaluation
Most AI pilots fail at the boundary between experimentation and production. Our Forward Deployed Engineers live in that boundary. We design, build, and ship AI orchestration layers, including retrieval augmented generation pipelines, multi-agent frameworks, and LLM evaluation infrastructure, directly inside your existing environment.
Problems We Solve
- 01AI pilots that cannot cross the staging-to-production gap
- 02RAG systems returning hallucinated or stale results
- 03LLM costs and latency that are unsustainable at scale
- 04No observability or guardrails over model behavior
- 05Vendor lock-in preventing architectural control
What We Deliver
Stack
Embedded Enterprise Data Engineering
Snowflake · dbt · Airflow · Delta Lake · Spark
Enterprises do not have an AI problem. They have a data problem. Fragmented pipelines, inconsistent schemas, undocumented transformations, and absent governance make every AI initiative brittle. Our FDEs embed directly into your data organization to build the foundational infrastructure that makes enterprise AI trustworthy and scalable.
Problems We Solve
- 01Fragmented data sources with no unified semantic layer
- 02Pipelines that break silently and corrupt downstream models
- 03No lineage, observability, or data quality enforcement
- 04Data warehouses that cost more than they deliver
- 05Teams blocked on missing features in legacy infrastructure
What We Deliver
Stack
Post-Acquisition Operational Redesign
M&A Integration · Tech Rationalization · Process Automation
M&A deals are won in the boardroom and lost in the server room. After close, fragmented technical operations, redundant systems, and misaligned data definitions erode projected deal value at speed. Our FDEs embed in the combined entity to map, consolidate, and redesign technical operations, which compresses multi-year integration timelines to a fraction of the expected duration.
Problems We Solve
- 01Redundant SaaS stacks and overlapping tooling with no rationalization plan
- 02Incompatible data models between acquired and acquiring entities
- 03Manual cross-entity processes with no automation path
- 04Leadership missing a unified operational view post-close
- 05Integration timelines slipping past deal value realization windows
What We Deliver
Stack
Scope an Engagement
Tell us what you're building. We'll tell you how we can be embedded in it within weeks.