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Coxit: website and brand system for an enterprise AI/ML engineering studio

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Overview

Coxit is a Ukrainian AI/ML engineering studio that builds custom computer vision and machine learning systems for US and Western product companies, and places senior engineers as embedded team extensions for VP Engineering buyers. Its buyers are technical founders and CTOs on long, considered sales cycles — people who need to trust a vendor before signing, not just like the look of a website. Coxit had been through more than one earlier attempt at a marketing site that hadn't found the right balance of polish and clarity for that audience.

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Client
Coxit
Industry
AI/ML software development
Budget
NDA
Timeline
TBD
Our expertise
Web design
Web development
Brand system
Content strategy
SEO

Results

A B2B site built for how enterprise buyers actually evaluate a vendor: clear positioning, named engagements presented as real proof rather than a generic portfolio grid, and a content system Coxit's own team can keep extending — blog posts, new case studies, and open roles — without needing a developer for routine updates.

Bespoke case-study system

Dedicated templates for each named engagement (Tempest, Stevens, Xperi) instead of one generic case block.

Self-publishable content

Blog, careers, and case pages the Coxit team can ship themselves — SEO fields and internal linking built in.

Expanded brand system

Grew from a logo and two flat colors into a full visual system carried across the site and print collateral.

Full-funnel SEO

Keyword research, a technical audit, and a content pipeline shipped alongside the rebuild, not bolted on after.
Coxit homepage hero — "Custom AI for document and drawing-heavy workflows"
CHALLENGE

A B2B site built to earn trust in a long, considered sale

Coxit sells a complex, high-budget service — custom AI/ML development and senior engineering talent — to buyers who research carefully before they ever book a call. That means the website has one job above all others: make a technical, skeptical audience feel like they're looking at an established, capable partner within the first few seconds, and then give them enough real evidence to keep believing it.

The brand itself was thin going in — a logo and a couple of flat colors, no real visual system behind it — which made it hard for the site to carry the weight of an enterprise sales conversation on its own.

One of Coxit's bespoke per-case-study page templates, built for named engagements like Tempest
SOLUTION

A bespoke case-study system, not a template

Rather than one generic "case study" block, we built a custom WordPress content model with its own template for each named engagement — Tempest, Stevens Industries, Xperi — so every story can carry the specific proof points that matter to a technical buyer instead of being flattened into a one-size-fits-all layout.

We also expanded Coxit's visual identity well past the original logo and flat palette — photography, an illustrated icon set, gradients, and card-based modules — carried consistently from the website through to printed collateral, so the brand reads as established wherever a prospect encounters it.

Underneath the design, we built a full technical-content layer — a blog with SEO fields and an internal-linking structure, FAQ and CTA components, and a full research workstream (keyword research, a technical audit, a content pipeline) — so content production didn't stop at launch day.

Coxit's expanded brand system carried through to business cards and case-study collateral
GREAT PARTNERSHIP

A site Coxit's own team can keep building on

Coxit's content manager publishes new blog posts and careers listings directly, without developer involvement for routine updates — and when Coxit needs to add a new service or industry page, the structure we built means that's an extension, not a rebuild.

Mobile mockups of the Coxit case-study, PDF-automation, and careers pages

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