Case Studies

Outcomes we are proud of

We measure success by what changes in your business — not the sophistication of the technology we deployed.

Client Work

Real results across industries

Each engagement starts with understanding your specific context — not applying a template.

Retail

Regional Retailer Cuts Reporting Time by 60%

A 120-location specialty retailer was spending 15+ hours per week manually compiling sales and inventory reports in Excel. We built a modern BI stack that automated data ingestion and gave their team real-time dashboards.

60%
reduction in reporting time
15 hrs
saved per week
3 weeks
to first dashboard
Data PlatformAnalytics & BISnowflakePower BI
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Manufacturing

Mid-Market Manufacturer Improves Forecast Accuracy by 22%

A $40M components manufacturer was using spreadsheet-based demand forecasting, leading to stockouts and excess inventory. We built an ML-driven forecasting system integrated directly into their ERP.

22%
improvement in forecast accuracy
$380K
estimated annual savings
6 weeks
from data to production
AI & MLMLOpsForecastingERP Integration
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SaaS

Series A SaaS Company Builds Data Foundation in 8 Weeks

A fast-growing B2B SaaS company had no analytics infrastructure. Their team was querying production Postgres directly and building one-off reports. We built a scalable data platform that separated analytics from production.

1 source
of truth for all KPIs
8 weeks
to full data platform
100%
elimination of prod query load
Data PlatformAnalytics & BIBigQueryLookerdbt
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Our Approach

How we ensure results

Every engagement follows the same principles — even if the technology varies.

01

Define success upfront

Before any technical work begins, we align on the specific business outcome and how we will measure it. If we cannot define success, we do not start.

02

Work with your data as-is

We never require a perfect data environment to get started. We work with what exists, improve it incrementally, and prioritize the data that matters most.

03

Deliver in weeks, not months

Two-week sprints with tangible deliverables each cycle. You never wait six months to see results. You are in the loop at every step.

04

Build for your team to own

We hand off documented, maintainable work and train your team to operate it. Our goal is your independence, not a long support contract.

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