← CrewKit Forge 20Dive deeper · The evidence

The factory already delivered. Here are the receipts.

Before it was an appliance, the CodeBoxx AI-native software factory shipped real platforms for real clients. Seven of them, project by project, against what the same work cost a traditional team in 2022.

5.2×faster
Average of the four benchmark studies
78%cheaper
Than a traditional team, same studies
$14.9Msaved
Across all seven platforms
Build your business case

What the factory saved

Seven platforms, one pattern.

Each bar is what the work would have cost, or taken, with a traditional 2022 team. The blue part is what the factory actually needed. Select a platform to see what was built.

Compare
Show
Traditional team, 2022CodeBoxx factory

Amounts in each project’s own currency (CAD, or USD for two of them), shown at parity. Ranges use their midpoint.

Across all seven
Traditional cost$18.8M
Delivered by the factory$4.0M
Saved$14.9M79% cost reduction
Combined calendar120 → 28 mo

How to read these numbers

What is measured, and what is estimated.

Actual

Amounts billed, dates, headcount, commits and delivered scope, from contracts, purchase orders, delivery reports and affidavits.

Estimated

The traditional 2022 team, timeline and cost, based on day rates and cycles observed on comparable mandates from 2019 to 2023. The warehouse system is the exception: its comparison is a real vendor bid.

Benchmark vs additional

The 5.2× and 78% headline averages apply to the four benchmark studies only. The other platforms are additional proof and are not counted in those averages.

Your business case

Put your own roadmap through the factory.

Describe one project the way you would staff it today. The builder applies the gains the factory has actually shown and turns them into numbers you can take to your leadership team.

8 people
$15,000
18 months
$0
Revenue gained or cost avoided once it ships. Leave at 0 to ignore.
2
Apply the gains from
Build cost saved$1.7M78%
Months to market saved155.2×
Value of shipping earlier—
Per year, at this pace$3.4M
Build cost
Traditional team$2.2M
With the factory$475K
Time to deliver
Traditional team18 months
With the factory3.5 months
Your business case

A team of 8 people for 18 months costs about $2.2M. Applying the Benchmark results, the factory delivers the same scope in about 3.5 months for about $475K: $1.7M saved and 15 months to market gained. At 2 project(s) a year, that is $3.4M of build cost avoided annually.

Projections apply multiples the factory has achieved on past delivery. They are not a quote or a guarantee; your results depend on scope and context. The appliance’s own price is set in your configuration.

From evidence to your building

The same factory, in one cubic meter you own.

Every result on this page came from CrewKit orchestrating AI-native delivery. CrewKit Forge 20 puts that factory on your premises: local-first, fully owned, governed, with your code and data staying in the building.

Contact us

Tell us what your company needs.

An issue to solve, a project to build, a quote, the software factory, engineers for your team, or training built into the delivery. One form, and a human replies within one business day.

Delivery that leaves you autonomous.

We embed corporate training and coaching into the delivery of our solutions. Your people learn the tools and the code while we build, so your partners and teams can run it on their own when we hand it over.

A venture to pitch?

CodeBoxx Ventures puts the studio’s delivery capacity behind products we believe in. Cash, equity, or both: pitch your project to the Ventures team.

Contact CodeBoxx

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