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Cloud • Data • AI • Automation

Digital transformation guided by open principles — on your terms, with your technology.

Cloud modernization consulting, data engineering, AI platform architecture, and automation services for startups and growth teams.

We modernize cloud platforms, build reliable data foundations, and ship production AI/automation that reduces cost and accelerates delivery.

50%
faster insights
$400K+
annual savings
50M
events/day
Agentic AI with guardrails

Built for measurable impact: cost reduction, faster delivery, and production reliability.

  • • Agentic AI, Multi Agent Systems
  • • Replace expensive ETL + licensing with lean, open pipelines
  • • Build lakehouse architectures (Iceberg/Parquet) that scale
  • • Deploy automation with governance + observability
Trusted patterns across: Healthcare • Retail • Manufacturing • SaaS • Finance

Services

Five core capabilities, delivered with measurable outcomes.

Cloud Modernization

Migrate, optimize, and operate cloud infrastructure for agility and scale.

  • • Landing zones + governance
  • • Cost optimization (FinOps)
  • • Reliability + observability
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AI & Analytics

Turn data into decisions with production ML and modern analytics.

  • • ML/LLM enablement
  • • Metrics that drive ROI
  • • Governance + evaluation
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Intelligent Automation

Streamline operations with workflow automation.

  • • Process discovery
  • • Agent-assisted ops
  • • Change-safe rollouts
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Data Engineering

Build scalable pipelines and architectures for high-quality data delivery.

  • • Lakehouse foundations
  • • ELT/ETL modernization
  • • Data quality + lineage
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DevOps & Platform Engineering

Accelerate delivery with modern DevOps and platform automation.

  • • CI/CD + IaC
  • • Golden paths
  • • SRE practices
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Not sure where to start?

We’ll map a 30–60–90 day plan tied to cost savings and delivery velocity.

Book a consult →

Case studies

Real outcomes from modernization and open-source delivery.

Healthcare Clinical Insights with DuckDB

In-process analytics on large Parquet datasets

Replaced legacy ETL with direct lake querying to enable near real-time risk scoring and lower infra cost.

50%
faster insight
$350K
annual savings
Real-time
risk scoring
Retail

Adaptive ETL migration

Open framework that adapts to schema changes.

60% cost reduction • $400K savings
Manufacturing

IoT data pipeline transformation

50M sensor readings/day with reliable open components.

$1.9M annual savings • 79% cost reduction

How we work

1) Discover

Assess architecture, cost, and bottlenecks. Define success metrics.

2) Build

Deliver increments quickly with secure, production-ready patterns.

3) Operate

Observability, documentation, and enablement so your team owns it.

Ready to reduce cost and ship faster?

Let’s review your current stack and map a modernization plan.

Book a consult

Contact

Tell us what you’re modernizing and what “success” looks like (cost, speed, reliability).

Based in YOUR_CITY — working with teams locally and remotely.

What to include

  • • Current stack + pain points
  • • Data volumes / workloads
  • • Target timeline