Proof, not promises

Real results from real engagements. Every metric below comes from work we’ve delivered for companies like yours.

We don’t pad case studies with vanity metrics. Every number below comes from a named outcome, a timeline, and a tech stack you can verify.

Case Studies

Venture Capital

Consolidating 20+ data sources for a top-tier VC firm

5 days → <1 day
Reporting turnaround
20+
Sources consolidated
3 years
Ongoing engagement

A leading venture capital firm was drowning in manual reporting. Quarterly data pulls took 5 days across 20+ disconnected sources. We consolidated everything into Snowflake, built automated dbt models, and reduced reporting from 5 days to under 1. Three years later, we’re still expanding the platform.

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Retainer3+ years
SnowflakedbtFivetranPythonS3
Fintech

Replacing 15k-line Python ETL with modern dbt

78% faster
Pipeline runtime
<0.5%
Failure rate
10 weeks
Delivered

A Series B fintech had a 15,000-line Python ETL system that broke constantly. We replaced it with a modular dbt project with full CI/CD testing. Pipelines are 78% faster with a sub-0.5% failure rate, and the team can now ship changes confidently.

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Project10 weeks
SnowflakedbtGitHub ActionsFivetran
Healthcare

Self-serve analytics for 50+ analysts in 6 weeks

6 weeks
Time to launch
50+
Analysts onboarded
Zero
Downtime

A national healthcare provider needed domain-oriented self-serve analytics but had no data platform. We designed and implemented a data mesh architecture on Snowflake, onboarded 50+ analysts to self-serve dashboards, and delivered the entire project in 6 weeks.

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Project6 weeks
SnowflakedbtPower BI
Venture Capital

AI pipeline: Pitch deck detection to structured data

Production
AI pipeline shipped
Cortex
Snowflake-native AI
4 weeks
Delivered

An extension of our long-term VC engagement. The firm wanted to automatically extract structured data from pitch decks. We built a production RAG pipeline using Snowflake Cortex that classifies and extracts key metrics from uploaded documents.

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Project4 weeks
SnowflakeSnowflake CortexPythondbt

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