Services

Production Systems.
Not Recommendations.

Three core service lines. One delivery model: embedded, accountable, production-grade.

01

Custom AI Orchestration

RAG · Agents · LLM Ops · Evaluation

We design, build, and deploy production-grade AI systems inside your existing infrastructure. From retrieval-augmented generation pipelines over your proprietary data corpus to autonomous multi-agent frameworks — our FDEs operate at the system level, not the slide level.

RAG architecture over internal knowledge bases
Multi-agent orchestration (LangChain, LlamaIndex)
LLM fine-tuning, evaluation & guardrails
Embedding pipelines & vector store management
Model serving, scaling & latency optimization
On-premise, AWS, or Azure deployment

Stack

PythonLangChainLlamaIndexPineconeWeaviateFastAPIAWS BedrockAzure OpenAI
02

Embedded Enterprise Data Engineering

Snowflake · dbt · Airflow · Delta Lake · Spark

AI is only as good as the data beneath it. We embed directly into your data organization to build the foundational pipelines, semantic layers, and governance structures that transform raw enterprise data into a reliable AI substrate.

Data lakehouse architecture & modernization
Snowflake, Databricks & Delta Lake implementation
dbt semantic layer & data model design
Airflow / Prefect orchestration pipelines
Real-time streaming (Kafka, Kinesis)
Data quality, observability & lineage (Great Expectations, Monte Carlo)

Stack

SnowflakedbtAirflowSparkKafkaDelta LakeTerraformAWS / Azure
03

Post-Acquisition Operational Re-engineering

M&A Integration · Tech Rationalization · Process Automation

M&A creates complexity that consulting decks cannot resolve. Our FDEs embed in the combined entity post-close to map, consolidate, and re-engineer technical operations — compressing multi-year integration timelines and protecting projected deal value.

Legacy system audit & technology rationalization
Cross-entity data integration & master data management
Process automation across combined business units
ERP and SaaS stack consolidation
Executive operational KPI dashboards
Change management & documentation handoff

Stack

PythonTypeScriptSQLPower BITableauCI/CDAWSAzure

Scope an Engagement

Tell us what you're building. We'll tell you how we can be embedded in it within weeks.

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