No fluff. Just clarity.
Shipping
Clean Data for Smarter Shipping Ops
Guiding retailers from fragmented freight data to six-figure shipping savings.

CHECK OUT THESE RESOURCES
60-minute WORKSHOP
In one call, we’ll clarify what’s broken, what’s possible, and what it’ll take to fix it with zero pressure to commit.
Share
At a glance
Client
Stella Source
Function
Centralized data & analytics hub
Project Type
Internal data platform initiative
Project Duration
1 Month

Uttam Kumaran

Robert Tseng

Nicolas Sucari
Context
From disconnected data to a unified view of operations
Stella Source is one of North America's largest steel fabrication providers, processing thousands of custom quotes monthly. With limited data infrastructure, disconnected systems, and manual estimation processes, profits suffered while competitors gained ground.

Data trapped everywhere
Quote calculations locked in spreadsheets. Pricing formulas in emails. Material costs in disconnected systems.

Margins under pressure
No visibility into cost breakdowns. Inconsistent markup strategies. Competitors winning on speed.

Systems that can’t change
Core fabrication software embedded in operations. No budget for rip-and-replace approach.
Challenge
Slow, siloed quoting left opportunities on the table
Without real-time insights, decision-making was reactive and opportunities for upsell or process improvements were often missed.
Stella Source’s quoting process was slow, manual, and spread across multiple systems. Sales reps had to hunt for pricing, inventory, and customer history, making it difficult to respond quickly to opportunities. Operational data lived in silos, meaning leaders lacked a single source of truth for performance or customer behavior.
Solution
Building a single source of truth for faster, smarter decisions
We built a modern data architecture tailored to Stella Source’s quoting and operations workflows. Our team integrated quoting, CRM, and operational data into a single source of truth, eliminating silos and ensuring accuracy.
We developed role-based dashboards for executives, managers, and operators, delivering real-time visibility into costs, quote activity, and production performance. Automated data transformations replaced manual reporting, while CRM integration gave sales teams a complete view of customer history and support interactions - enabling faster quotes, better pricing accuracy, and more informed decisions at every level.
Results
Faster quotes, sharper pricing, measurable wins
The Stella Data Platform quickly became the go-to tool for fabrication teams, cutting quote times, boosting accuracy, and driving profitability. With rapid adoption and strong feedback, it's now central to Stella's fabrication workflow.
60%
reduction in quote turnaround time
95%
cost estimation accuracy achieved
<24 hrs
time to actionable insights
Impact
Transforming how the entire organization operates
We didn't just fix quote calculations. It transformed how the entire organization makes decisions and serves customers.

From pilot to company-wide
Expanded from estimation team to production and executive visibility in 8 weeks

No workflow disruption
Integrated with existing fabrication systems without replacing core infrastructure

Blueprint for data success
A proven model for any manufacturing business with disconnected information
Tools used
We didn't just fix quote calculations. It transformed how the entire organization makes decisions and serves customers.




At a glance
Client
Stella Source
Function
Centralized data & analytics hub
Project Type
Internal data platform initiative
Project Duration
1 Month

Uttam Kumaran

Robert Tseng

Nicolas Sucari
Context
From disconnected data to a unified view of operations
Stella Source is one of North America's largest steel fabrication providers, processing thousands of custom quotes monthly. With limited data infrastructure, disconnected systems, and manual estimation processes, profits suffered while competitors gained ground.

Data trapped everywhere
Quote calculations locked in spreadsheets. Pricing formulas in emails. Material costs in disconnected systems.

Margins under pressure
No visibility into cost breakdowns. Inconsistent markup strategies. Competitors winning on speed.

Systems that can’t change
Core fabrication software embedded in operations. No budget for rip-and-replace approach.
Challenge
Slow, siloed quoting left opportunities on the table
Without real-time insights, decision-making was reactive and opportunities for upsell or process improvements were often missed.
Stella Source’s quoting process was slow, manual, and spread across multiple systems. Sales reps had to hunt for pricing, inventory, and customer history, making it difficult to respond quickly to opportunities. Operational data lived in silos, meaning leaders lacked a single source of truth for performance or customer behavior.
Solution
Building a single source of truth for faster, smarter decisions
We built a modern data architecture tailored to Stella Source’s quoting and operations workflows. Our team integrated quoting, CRM, and operational data into a single source of truth, eliminating silos and ensuring accuracy.
We developed role-based dashboards for executives, managers, and operators, delivering real-time visibility into costs, quote activity, and production performance. Automated data transformations replaced manual reporting, while CRM integration gave sales teams a complete view of customer history and support interactions - enabling faster quotes, better pricing accuracy, and more informed decisions at every level.
Results
Faster quotes, sharper pricing, measurable wins
The Stella Data Platform quickly became the go-to tool for fabrication teams, cutting quote times, boosting accuracy, and driving profitability. With rapid adoption and strong feedback, it's now central to Stella's fabrication workflow.
60%
reduction in quote turnaround time
95%
cost estimation accuracy achieved
<24 hrs
time to actionable insights
Impact
Transforming how the entire organization operates
We didn't just fix quote calculations. It transformed how the entire organization makes decisions and serves customers.

From pilot to company-wide
Expanded from estimation team to production and executive visibility in 8 weeks

No workflow disruption
Integrated with existing fabrication systems without replacing core infrastructure

Blueprint for data success
A proven model for any manufacturing business with disconnected information
Tools used
We didn't just fix quote calculations. It transformed how the entire organization makes decisions and serves customers.




CHECK OUT THESE RESOURCES
60-minute WORKSHOP
In one call, we’ll clarify what’s broken, what’s possible, and what it’ll take to fix it with zero pressure to commit.
Share
What success actually looks like
Each story started the same: pressure to “do AI,” broken tools, and no clear plan. See what changed after we partnered up.
.png)
What changes when you work with us

If you’re overwhelmed, misaligned, and under pressure to “do AI” — we’ve got the map out. Here’s what transformation feels like.










60-minute WORKSHOP
In one call, we’ll clarify what’s broken, what’s possible, and what it’ll take to fix it with zero pressure to commit.

Get the best insights right at your inbox.
No fluff. Just clarity.

Get the best insights right at your inbox.
No fluff. Just clarity.
By clicking Download you're confirming that you agree with our Terms and Conditions.