Data infrastructure your team can rely on.

Specialist data engineering and AI data consulting for teams that need reliable pipelines, trusted models, and practical delivery in their stack.

Book a scoping call Explore services

Data work
that ships.

Engineering, consulting, and AI data support for teams that need clearer systems, steadier delivery, and fewer fragile workarounds.

dbt

Analytics engineering framework for tested SQL models.

Our expertise

We build, refactor, test, document, and review dbt projects.

Snowflake

Cloud data warehouse for analytics and data applications.

Our expertise

We design schemas, tune SQL, manage costs, and support Snowflake delivery.

BigQuery

Google Cloud warehouse for large-scale analytical workloads.

Our expertise

We model datasets, optimize queries, and connect BigQuery into pipelines.

Python

General-purpose language for pipelines, APIs, and automation.

Our expertise

We use Python for ingestion, orchestration glue, validation, and backend logic.

Airflow

Workflow orchestrator for scheduled data pipelines.

Our expertise

We build DAGs, stabilize retries, improve observability, and clean up operations.

AWS

Cloud platform for compute, storage, networking, and managed data services.

Our expertise

We work with AWS data infrastructure, deployment, integration, and operations.

Google Cloud

Cloud platform for analytics, infrastructure, and AI workloads.

Our expertise

We use GCP around BigQuery, Cloud Run, storage, and production data workflows.

Kafka

Event streaming platform for real-time data movement.

Our expertise

We help design streams, consumers, and operational patterns around event data.

Docker

Container runtime for packaging services and data workloads.

Our expertise

We containerize data apps, workers, and repeatable local/dev deployments.

Kubernetes

Runtime for operating containerized services at scale.

Our expertise

We support deployment patterns for data services and workflow runtimes.

Terraform

Infrastructure as code for repeatable cloud environments.

Our expertise

We codify data platform infrastructure, permissions, and deployment foundations.

Data Engineering

Production pipelines, warehouses, dbt models, orchestration, and delivery systems that hold up under real operating pressure.

Reliable pipelines and orchestration

Warehouse models built for change

Delivery beyond prototypes

Explore data engineering

SAP

Enterprise systems that often hold core operational data.

Our expertise

We help plan extraction, reporting flows, and practical data integration paths.

Salesforce

CRM platform for sales, service, marketing, and customer data.

Our expertise

We connect Salesforce data into warehouses, models, dashboards, and AI contexts.

Power BI

Microsoft business intelligence and reporting platform.

Our expertise

We prepare semantic data, reporting models, and reliable dashboard inputs.

Tableau

Business intelligence platform for exploration and dashboards.

Our expertise

We prepare governed data layers and support dashboard-ready datasets.

Looker

BI and semantic modeling platform in the Google Cloud ecosystem.

Our expertise

We help with modeled metrics, warehouse inputs, and analytics architecture.

Excel

Spreadsheet tool still central to business reporting workflows.

Our expertise

We replace fragile spreadsheet logic with reliable data models where it matters.

Data Consulting

Technical direction, audits, and implementation plans for teams that need clearer decisions and fewer delivery traps.

Architecture decisions with implementation paths

Audits that expose risk early

Roadmaps tied to team capacity

Discuss consulting

OpenAI

AI models and APIs for language, reasoning, and workflow automation.

Our expertise

We leverage state-of-the-art agentic engineering techniques with senior delivery expertise to ship faster.

Anthropic

AI models for analysis, writing, coding, and assisted workflows.

Our expertise

We combine Claude-style agentic workflows with strong engineering review, tests, and ownership.

Snowflake Cortex AI

Snowflake AI features for working with enterprise data.

Our expertise

We help evaluate practical Cortex AI use cases without locking the whole plan to it.

Qdrant

Vector database for semantic search and retrieval workflows.

Our expertise

We design retrieval patterns, metadata filters, and data flows around vector search.

LangChain

Framework for composing LLM applications and retrieval chains.

Our expertise

We use it selectively for orchestration, prototypes, and integration patterns.

AWS Bedrock

AWS managed service for building with foundation models.

Our expertise

We help teams plan Bedrock-based AI workflows around secure data access.

AI Data Consulting

AI-ready data foundations, retrieval context, semantic layers, and assisted workflows grounded in production systems.

AI-ready data and context layers

Retrieval patterns grounded in real systems

Practical use cases with governance

Explore AI data consulting

Start with the constraint, then design the system around it.

Unreliable pipelines, unclear architecture, AI readiness, or short delivery capacity. The useful answer starts where the pressure is.

Describe the constraint

AI data consulting that fits the stack underneath.

We help shape the context and metrics so the workflow is usable beyond the demo.

Snowflake Cortex AI

Snowflake AI features for working with enterprise data.

Our expertise

We help evaluate practical Cortex AI use cases without locking the whole plan to it.

OpenAI

AI models and APIs for language, reasoning, and workflow automation.

Our expertise

We leverage state-of-the-art agentic engineering techniques with senior delivery expertise to ship faster.

AI for non-technical stakeholders

Natural-language workflows for teams that need answers without learning the data stack.

OpenAI

AI models and APIs for language, reasoning, and workflow automation.

Our expertise

We leverage state-of-the-art agentic engineering techniques with senior delivery expertise to ship faster.

Anthropic

AI models for analysis, writing, coding, and assisted workflows.

Our expertise

We combine Claude-style agentic workflows with strong engineering review, tests, and ownership.

AWS Bedrock

AWS managed service for building with foundation models.

Our expertise

We help teams plan Bedrock-based AI workflows around secure data access.

AI-assisted engineering

Agentic development workflows that speed up delivery without losing review, tests, or ownership.

LangChain

Framework for composing LLM applications and retrieval chains.

Our expertise

We use it selectively for orchestration, prototypes, and integration patterns.

Qdrant

Vector database for semantic search and retrieval workflows.

Our expertise

We design retrieval patterns, metadata filters, and data flows around vector search.

Snowflake Cortex AI

Snowflake AI features for working with enterprise data.

Our expertise

We help evaluate practical Cortex AI use cases without locking the whole plan to it.

Semantic layers

Shared business definitions, governed metrics, and context that AI systems can safely reuse.

Reliable data first. Then AI becomes usable.

The work is usually less about choosing a model and more about fixing definitions, shaping retrieval context, and deciding how the workflow should behave in production.

We build the layer between your warehouse and the AI interface so the output is grounded, reviewable, and practical to maintain.

Explore AI data consulting

Stack we ship
in production.

dbt, Snowflake, Airflow, Python, AWS, and GCP.
Hands-on delivery in production stacks, not advisory-only.

Stack we ship
in production.

dbt, Snowflake, Airflow, Python, AWS, and GCP.
Hands-on delivery in production stacks, not advisory-only.

Is this a fit?

A strong fit if

You need data systems that hold up.

✓

Pipelines or models fail often

✓

Your team fixes data by hand

✓

You can give access to the repo and warehouse

✓

You want embedded or scoped delivery

Probably not a fit if

You only need work around the edges.

Dashboard-only work

24/7 incident response

No access to the systems

One-off advice with no build

Taking on new work

Let's talk about your data stack.

Share the stack, the blocker, and what needs to work better. We reply with a next step, not a sales sequence.

Book a scoping call

Data infrastructure your team can rely on.

Data workthat ships.

Data Engineering

Data Consulting

AI Data Consulting

Start with the constraint, then design the system around it.

AI data consulting that fits the stack underneath.

AI for non-technical stakeholders

AI-assisted engineering

Semantic layers

Is this a fit?

You need data systems that hold up.

You only need work around the edges.

Let's talk about your data stack.

Data work
that ships.