Services/Modern Data Infrastructure

One governed lakehouse, not ten silos.

Unified cloud platforms that eliminate tool sprawl and enable analytics at scale. We consolidate fragmented systems into a lakehouse and modern warehouse, from legacy migrations to real-time pipelines, with quality, security, and observability built in.

The governed lakehouse

Serves BI · ML · Apps · Agents
The challenge

Fragmented systems keep AI stuck in the lab.

Tool sprawl, brittle pipelines, and ungoverned data make every analytics and AI project slower and riskier than it should be. Without a unified foundation, models never reach production, and the ones that do cannot be trusted.

Tool sprawl

Overlapping platforms inflate cost and fracture the source of truth.

Data silos

Disconnected systems block the joined-up data that analytics and AI need.

Pipeline fragility

Hand-built jobs break silently, eroding trust in every downstream number.

No governance

Missing lineage and access control turn compliance into a fire drill.

What we deliver

A production-grade data foundation.

01

Lakehouse & warehouse architecture

A Delta Lake and Unity Catalog design that handles batch and streaming in one place with ACID reliability and elastic scale.

02

Streaming & batch pipelines

Reliable ingestion from every source system, with contracts and tests so data lands clean and on time.

03

Quality & observability

Monitoring, alerting, and freshness checks that catch issues before they reach a dashboard or a model.

04

Governance: catalog, lineage, access

Centralized metadata, fine-grained access, and full lineage to stay compliant across your data and AI estate.

Where the foundation pays off

Built once, trusted everywhere.

We modernize without rip-and-replace, plugging into the teams and tools you already run and migrating on defensible timelines.

01

Legacy migration & modernization

Move off aging warehouses and on-prem stacks without stalling the roadmap.

02

Real-time streaming pipelines

Land event data continuously for in-the-moment analytics and AI.

03

Unity Catalog governance rollout

Centralized access, lineage, and policy across the estate.

04

Cost optimization & FinOps

Consolidate tools and tune workloads to take spend back under control.

05

Data quality & contracts

Enforce schemas and SLAs so producers and consumers stay in sync.

06

Self-service data platform

Governed access that lets teams build without waiting on a central queue.

250+

Production deployments

SOC 2

Type II certified

Real-time

Batch & streaming in one

Governed

Lineage & access built in

Built on the platforms you trust

Certified across the modern data and AI stack. We build on the lakehouse and cloud your risk and security teams already approve.

Databricks
AWS
Microsoft Azure
OpenAI
Anthropic

Give every model and dashboard a foundation.

Book a strategy call