How's the weather in the GenAI world? Check it out here!

Modern Data Infrastructure in Weeks

We build stable, cost-efficient data infrastructure whether you're fixing what's broken or modernizing what's holding you back. Say goodbye to escalating cloud bills, pipeline failures disrupting operation, legacy systems draining engineering capacity.
Schedule Your Assessment
Who This Is For

You Need This If

Legacy systems drain capacity

Half the team maintains Informatica jobs and Perl scripts instead of building new capabilities. Modernization is overdue, but the transition can't risk downtime or data loss.

Cloud costs keep climbing

Snowflake or Databricks bills keep climbing and Finance is escalating. Nobody can pinpoint what's driving spend or how to control it without breaking production.

Pipelines break constantly

Weekly failures exhaust the on-call team with midnight pages. Engineers need reliable infrastructure so they can focus on building instead of constant firefighting.

High-risk migration looms

The platform migration is planned. Other teams have blown budgets and broken production during similar moves. Your approach needs to avoid those mistakes.
What We Build

Infrastructure That Solves Operational Problems

Informatica jobs, Perl scripts, and custom ETL need to move to modern tools like Airflow and dbt without downtime or data loss. Both systems run in parallel while outputs get validated. Cutover happens only after proving the new system works reliably.

Stay on top with real-time insights and automated alerts so you can quickly spot performance shifts and prevent any downtime.

Stay on top with real-time insights and automated alerts so you can quickly spot performance shifts and prevent any downtime.

Stay on top with real-time insights and automated alerts so you can quickly spot performance shifts and prevent any downtime.

Why Companies Choose Us

What Makes Us Different

Production operations experience

The team has been on-call when pipelines break and has debugged Snowflake cost spikes while CFOs demanded explanations. That experience shapes how systems get built focused on what actually fails.

Parallel migration approach

New systems run parallel to existing ones while outputs get validated before switching over. This parallel approach eliminates the gamble of a single cutover moment that most migration projects are forced to take.

Complete knowledge transfer

At the end, complete documentation and operational training transfer to your team. There's no ongoing dependency requiring consulting fees to keep systems running. Everything operates independently after handoff.
How We Work

Our 8-16 Weeks Process

Week 1-2

Current state assessment

Infrastructure gets audited to understand what's actually broken, what's driving costs, and where pipelines fail most often. The assessment identifies quick wins versus work that needs longer to fix properly.
Weeks 3-6

Address urgent issues

The most painful problems get addressed first such as warehouse costs that can drop immediately, pipelines breaking weekly, monitoring gaps that let problems cascade. Relief comes while longer-term foundations get built.
Week 7-12

Sustainable foundations

Infrastructure that prevents future chaos gets implemented like governance frameworks, data contracts defining quality expectations, lineage tracking, and automated validation. For legacy modernization, new infrastructure gets built and validated parallel to existing systems.
Weeks 13-16

Transition and handoff

For migrations, both systems run together until outputs consistently match. Teams get trained, documentation gets finalized, and complete control transfers. Everything operates independently from that point forward.
Proven Results

Sharecare: Member-Facing Health Q&A

The challenge
Build a Q&A assistant that handles sensitive health information without hallucinating.
What we delivered
A RAG-powered system embedded in their member portal that pulls from verified medical content, routes complex questions to clinicians, and logs every interaction for compliance.
Read the full case study
Ready to Stabilize Your Infrastructure?

Let's Map Out What Needs Fixing

We help you figure out your current infrastructure state, identify where costs or reliabilities are breaking down, and outline a realistic path to stable systems that support your roadmap.
Schedule Your Assessment
FAQs

Your Questions Answered