Your data exists. Now make it work for you.
We help growing companies unlock the value hidden in their data — from disconnected spreadsheets and legacy pipelines to AI-ready architectures that drive real business decisions.
Trusted by Fortune 500s and US Startups.
Years of proven experience
Applied AI Consultancy
Avg. client rating
Awards and certifications
Most businesses are data-rich and insight-poor.
Data sits in silos, spreadsheets get stale, and the engineering team is too busy keeping the lights on to connect it all. Your decisions deserve better.
Disconnected systems
Your marketing, product, finance, and ops data live in completely separate tools with no shared view of the business.
Manual reporting cycles
One person spends days each week building spreadsheets just so leadership can see last week's numbers.
Decisions made on gut feel
Leaders debate which number is correct instead of using data to confidently move the business forward.
Legacy infrastructure blocking AI
You want to leverage AI workflows and agents, but your raw data isn't clean, modeled, or structured enough to build on.
The transformation we deliver.
From fragmented chaos to a unified data foundation that powers better decisions and unlocks AI potential.
Automated pipelines
Live self-refreshing dashboards
Single source of truth
Modern ELT + medallion layers
AI-ready silver/gold layers
End-to-end data capabilities for modern software companies.
From initial data audit to production-grade pipelines, dashboards, and AI-powered workflows — we build the full stack.
Data Architecture & Strategy
We assess your current data landscape, identify quick wins, and design a modern architecture roadmap — medallion layers, cloud warehouse selection, and governance framework — tailored to your team's scale and goals.
Data Engineering & Modernization
We build and maintain reliable ELT pipelines connecting your CRM, product, marketing, and ops data into a clean, scalable warehouse — using open-source tooling to keep your costs low and your team in control.
Analytics & Business Intelligence
We model and surface your data into dashboards and reports that leadership can actually use — from marketing attribution and product funnel analysis to executive KPI views and churn prediction.
AI-Ready Data Infrastructure
We structure your silver layer — cleaned, modeled, governed — so that AI agents, RAG pipelines, and LLM workflows can access your data safely, without touching source systems or blowing up your compute costs.
Agentic Workflows
We design and build multi-agent workflows that act on your data automatically — from customer support triage and back-office automation to proactive churn alerts and AI-driven reporting cycles.
Staff Augmentation & Embedded Teams
Need a senior data engineer or architect without the overhead of building a full team? We embed experienced engineers directly into your structure — handling the unglamorous but critical work so your team can focus on what matters.
Land small. Expand smart. Deliver fast ROI.
We start with a focused proof of value — not a 12-month overhaul. Every engagement is designed to show results before asking for more budget.
Proof of Value
We identify your highest-impact data pain point and deliver a focused sprint — a working dashboard or automated report that proves the value of the investment.
Foundation Build
We stand up a clean, cost-effective data stack — pipelines, modeling, and a BI layer — using open-source tools that scale without surprise costs.
Expand the Surface
Once the foundation is trusted, we connect more sources, add more business unit views, and begin modeling toward AI and agentic workflows.
AI-Enable the Stack
With a governed silver layer in place, we plug in AI agents, RAG pipelines, and automation — safely, cost-consciously, and grounded in your own data.
Hear it from our clients.
Where we deliver the most value.
Built around the domains where data has the fastest ROI — and where most companies are still flying blind.
Stop guessing which channels are working.
Most companies are running 5–10 ad platforms simultaneously with no single view of attribution, return on ad spend, or what actually drove a conversion. We connect every source into one clean picture.
- Paid media performance dashboard across all channels
- UTM-tagged campaign attribution modeling
- Multi-touch attribution connecting top-of-funnel to closed revenue
- Ad spend optimization signals by audience and channel
- Cohort analysis and long-term customer value by acquisition source
EXAMPLE OUTPUT
Return on Ad Spend
4.2x
Cost per Acquisition
$38
Marketing Data Sources Connected
12
Report Prep Time Saved
8 hrs/week
Time to First Dashboard
~4 weeks
A modern, cost-conscious data stack.
We choose tools that scale without surprise pricing — open-source where it makes sense, enterprise-grade where it matters. No vendor lock-in by default.
Extract & Load
- Airbyte
- Fivetran
- Custom Python Connectors
- Native Cloud Connectors
Transform & Model
- dbt Core / dbt Cloud
- Apache Airflow
- Medallion Layer Architecture
- Iceberg Tables
Warehouse & Storage
- Google BigQuery
- Databricks
- Snowflake
- AWS S3 / Data Lake
Visualization & AI
- Sigma / Looker Studio
- Omni / Hex
- Claude API / LLM Integration
- n8n Agentic Workflows
Built for companies at different stages of data maturity.
Whether you have zero data infrastructure or an overloaded team, we meet you where you are and move you forward.
Startups & Series A+ Companies
You've built a product and you're growing — but you're making decisions off gut feeling and spreadsheets. We help you get your first real analytics layer in place fast, so you can scale with confidence.
Quick Start
4–8 weeks
Mid-Market & SMBs
You have data in a dozen tools that don't talk to each other. Your marketing team and CFO are measuring success differently. We unify your data and build dashboards your whole leadership team can trust.
Unify & Visualize
6–12 weeks
Enterprise Teams
Your data team is at capacity and can't tackle modernization projects. We embed senior data engineers who hit the ground running — handling legacy pipeline work so your team can focus on high-impact initiatives.
Augmentation
Ongoing
Insights from our team.
Let's talk! We'd love to hear about your project